From d0ded1366a84a7ca0adcb273920e523d43481d14 Mon Sep 17 00:00:00 2001
From: Martin Lavallee <44976592+mdlavallee92@users.noreply.github.com>
Date: Fri, 30 Jun 2023 15:28:14 -0400
Subject: [PATCH 1/7] update documentation of fn names

---
 DESCRIPTION                                  |  2 +-
 NAMESPACE                                    |  4 ++--
 man/{condition.Rd => conditionOccurrence.Rd} |  6 +++---
 man/cs.Rd                                    |  2 +-
 man/drugExposure.Rd                          | 19 +++++++++++++++++++
 5 files changed, 26 insertions(+), 7 deletions(-)
 rename man/{condition.Rd => conditionOccurrence.Rd} (75%)
 create mode 100644 man/drugExposure.Rd

diff --git a/DESCRIPTION b/DESCRIPTION
index 58b1b1ea..c361772a 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: Capr
 Title: Cohort Definition Application Programming
-Version: 2.0.3
+Version: 2.0.4
 Authors@R: c(
     person("Martin", "Lavallee", , "mdlavallee92@gmail.com", role = c("aut", "cre")),
     person("Adam", "Black", , "black@ohdsi.org", role = "aut")
diff --git a/NAMESPACE b/NAMESPACE
index 702b8477..f003a377 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -11,16 +11,16 @@ export(bt)
 export(censoringEvents)
 export(cohort)
 export(compile.Cohort)
-export(condition)
 export(conditionEra)
+export(conditionOccurrence)
 export(continuousObservation)
 export(cs)
 export(daysOfSupply)
 export(death)
 export(descendants)
-export(drug)
 export(drugEra)
 export(drugExit)
+export(drugExposure)
 export(drugQuantity)
 export(drugRefills)
 export(duringInterval)
diff --git a/man/condition.Rd b/man/conditionOccurrence.Rd
similarity index 75%
rename from man/condition.Rd
rename to man/conditionOccurrence.Rd
index 201c6a23..9649814a 100644
--- a/man/condition.Rd
+++ b/man/conditionOccurrence.Rd
@@ -1,10 +1,10 @@
 % Generated by roxygen2: do not edit by hand
 % Please edit documentation in R/query.R
-\name{condition}
-\alias{condition}
+\name{conditionOccurrence}
+\alias{conditionOccurrence}
 \title{Query the condition domain}
 \usage{
-condition(conceptSet, ...)
+conditionOccurrence(conceptSet, ...)
 }
 \arguments{
 \item{conceptSet}{A condition concept set}
diff --git a/man/cs.Rd b/man/cs.Rd
index 204be24c..ddcad5c9 100644
--- a/man/cs.Rd
+++ b/man/cs.Rd
@@ -7,7 +7,7 @@
 \alias{descendants}
 \title{Create a concept set}
 \usage{
-cs(..., name = "", id = NULL)
+cs(..., name, id = NULL)
 
 exclude(...)
 
diff --git a/man/drugExposure.Rd b/man/drugExposure.Rd
new file mode 100644
index 00000000..0b298f1c
--- /dev/null
+++ b/man/drugExposure.Rd
@@ -0,0 +1,19 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/query.R
+\name{drugExposure}
+\alias{drugExposure}
+\title{Query the drug domain}
+\usage{
+drugExposure(conceptSet, ...)
+}
+\arguments{
+\item{conceptSet}{A drug concept set}
+
+\item{...}{optional attributes}
+}
+\value{
+A Capr Query
+}
+\description{
+Query the drug domain
+}

From d6abb7887ec1b48d2d3ede97393eab308633e488 Mon Sep 17 00:00:00 2001
From: Martin Lavallee <44976592+mdlavallee92@users.noreply.github.com>
Date: Fri, 30 Jun 2023 15:28:47 -0400
Subject: [PATCH 2/7] cs must use name

---
 R/conceptSet.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/R/conceptSet.R b/R/conceptSet.R
index 73f86320..2359a828 100644
--- a/R/conceptSet.R
+++ b/R/conceptSet.R
@@ -193,7 +193,7 @@ newConcept <- function(id,
 #' cs(1, 2, 3, exclude(4, 5), mapped(6, 7), descendants(8, 9))
 #' cs(descendants(1, 2, 3),  exclude(descendants(8, 9)))
 #' }
-cs <- function(..., name = "", id = NULL) {
+cs <- function(..., name, id = NULL) {
   dots <- unlist(list(...), recursive = F)
 
   conceptList <- lapply(dots, function(x) {

From 30774a4866f724e09126f92eed5941c579cf6f4f Mon Sep 17 00:00:00 2001
From: Martin Lavallee <44976592+mdlavallee92@users.noreply.github.com>
Date: Fri, 30 Jun 2023 15:29:18 -0400
Subject: [PATCH 3/7] change query fn calls to match ATLAS

---
 R/query.R   |  4 ++--
 man/drug.Rd | 19 -------------------
 2 files changed, 2 insertions(+), 21 deletions(-)
 delete mode 100644 man/drug.Rd

diff --git a/R/query.R b/R/query.R
index 028172c9..81e18f02 100644
--- a/R/query.R
+++ b/R/query.R
@@ -114,7 +114,7 @@ query <- function(domain, conceptSet = NULL, ...) {
 #'
 #' @return A Capr Query
 #' @export
-condition <- function(conceptSet, ...) {
+conditionOccurrence <- function(conceptSet, ...) {
 
   query(domain = "ConditionOccurrence",
         conceptSet = conceptSet,
@@ -128,7 +128,7 @@ condition <- function(conceptSet, ...) {
 #'
 #' @return A Capr Query
 #' @export
-drug <- function(conceptSet, ...) {
+drugExposure <- function(conceptSet, ...) {
 
   query(domain = "DrugExposure",
         conceptSet = conceptSet,
diff --git a/man/drug.Rd b/man/drug.Rd
deleted file mode 100644
index 2bc1a0e3..00000000
--- a/man/drug.Rd
+++ /dev/null
@@ -1,19 +0,0 @@
-% Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/query.R
-\name{drug}
-\alias{drug}
-\title{Query the drug domain}
-\usage{
-drug(conceptSet, ...)
-}
-\arguments{
-\item{conceptSet}{A drug concept set}
-
-\item{...}{optional attributes}
-}
-\value{
-A Capr Query
-}
-\description{
-Query the drug domain
-}

From 990fc29ffa42af12d090bad82fe999d4c56a007b Mon Sep 17 00:00:00 2001
From: Martin Lavallee <44976592+mdlavallee92@users.noreply.github.com>
Date: Fri, 30 Jun 2023 15:29:31 -0400
Subject: [PATCH 4/7] update tests

---
 NEWS.md                                  |  5 +++
 tests/testthat/test-AdditionalCriteria.R |  2 +-
 tests/testthat/test-cohort.R             | 30 ++++++-------
 tests/testthat/test-collectCodesetId.R   | 54 ++++++++++++------------
 tests/testthat/test-conceptSet.R         | 44 +++++++++----------
 tests/testthat/test-exit.R               |  4 +-
 tests/testthat/test-nest.R               | 34 +++++++--------
 7 files changed, 89 insertions(+), 84 deletions(-)

diff --git a/NEWS.md b/NEWS.md
index ace71b29..252e6822 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,3 +1,8 @@
+Capr 2.0.4
+==========
+- change query functions to match known syntax (i.e. drug => drugExposure, condition => conditionOccurrence)
+- require a name for `cs()`
+
 Capr 2.0.3
 ==========
 - add opAttribute super class
diff --git a/tests/testthat/test-AdditionalCriteria.R b/tests/testthat/test-AdditionalCriteria.R
index 10892717..cd84a386 100644
--- a/tests/testthat/test-AdditionalCriteria.R
+++ b/tests/testthat/test-AdditionalCriteria.R
@@ -3,7 +3,7 @@ test_that("cohort with additional criteria works", {
   # LEGEND stroke
   cd <- cohort(
     entry = entry(
-      condition(cs(372924, 376713, 441874, 439847,
+      conditionOccurrence(cs(372924, 376713, 441874, 439847,
                    432923, 43530727, 4148906,
                    descendants(443454), name = "stroke")),
       observationWindow = continuousObservation(0L, 0L),
diff --git a/tests/testthat/test-cohort.R b/tests/testthat/test-cohort.R
index 85776a6b..f3680dde 100644
--- a/tests/testthat/test-cohort.R
+++ b/tests/testthat/test-cohort.R
@@ -2,12 +2,12 @@ test_that("cohort entry works", {
   # ch <- cohort() # empty cohort is valid in circe but not Capr
   skip_if_not_installed("CirceR")
   # simplest possible cohort
-  simpleCohort <- cohort(condition(cs(1)))
+  simpleCohort <- cohort(conditionOccurrence(cs(1, name = "test")))
   expect_s4_class(simpleCohort, "Cohort")
 
   # shared concept set
-  cs1 <- cs(descendants(exclude(436665),440383,442306,4175329))
-  x <- cohort(entry(condition(cs1), drug(cs1)))
+  cs1 <- cs(descendants(exclude(436665),440383,442306,4175329), name = "test")
+  x <- cohort(entry(conditionOccurrence(cs1), drugExposure(cs1)))
   expect_s4_class(x, "Cohort")
   expect_type(as.list(x), "list") # TODO Do we keep as.list and as.json?
   expect_type(toCirce(x), "list")
@@ -19,9 +19,9 @@ test_that("cohort entry works", {
   expect_type(sql, "character")
 
   # different concept sets
-  cs1 <- cs(descendants(exclude(436665),440383,442306,4175329))
-  cs2 <- cs(descendants(exclude(436665),440383,442306))
-  x <- cohort(entry(condition(cs1), drug(cs2)))
+  cs1 <- cs(descendants(exclude(436665),440383,442306,4175329), name = "test")
+  cs2 <- cs(descendants(exclude(436665),440383,442306), name = "test")
+  x <- cohort(entry(conditionOccurrence(cs1), drugExposure(cs2)))
   expect_s4_class(x, "Cohort")
   expect_type(as.list(x), "list") # TODO Do we keep as.list and as.json?
   expect_type(toCirce(x), "list")
@@ -35,7 +35,7 @@ test_that("cohort entry works", {
 
 test_that("getConceptSetDetails works on Eunomia", {
   skip_if_not_installed("Eunomia")
-  gibleed <- cs(descendants(192671))
+  gibleed <- cs(descendants(192671), name = "test")
   connectionDetails <- Eunomia::getEunomiaConnectionDetails()
   suppressMessages({
     con <- DatabaseConnector::connect(connectionDetails)
@@ -53,20 +53,20 @@ test_that("full cohort works", {
 
   cd <- cohort(
     entry = entry(
-      condition(cs(descendants(201826L)), male()),
+      conditionOccurrence(cs(descendants(201826L), name = "test"), male()),
       observationWindow = continuousObservation(365, 0)
     ),
     attrition = attrition(
       'no t1d' = withAll(
         exactly(0,
-          condition(cs(descendants(201254L))),
+          conditionOccurrence(cs(descendants(201254L), name = "test")),
           duringInterval(eventStarts(-Inf, -1))
         )
       ),
       'abnormal hba1c' = withAll(
         atLeast(1,
           measurement(
-            cs(descendants(4184637L)),
+            cs(descendants(4184637L), name = "test"),
             valueAsNumber(lt(13)),
             unit(8713L)
           ),
@@ -100,17 +100,17 @@ test_that("full cohort works without group", {
 
   cd <- cohort(
     entry = entry(
-      condition(cs(descendants(201826L)), male()),
+      conditionOccurrence(cs(descendants(201826L), name = "test"), male()),
       observationWindow = continuousObservation(365, 0)
     ),
     attrition = attrition(
       'no t1d' = exactly(0,
-          condition(cs(descendants(201254L))),
+          conditionOccurrence(cs(descendants(201254L), name = "test")),
           duringInterval(eventStarts(-Inf, -1))
       ),
       'abnormal hba1c' = atLeast(1,
           measurement(
-            cs(descendants(4184637L)),
+            cs(descendants(4184637L), name = "test"),
             valueAsNumber(lt(13)),
             unit(8713L)),
           duringInterval(eventStarts(-Inf, -1))
@@ -145,7 +145,7 @@ test_that("Capr cohort generates on synpuf", {
   # need simple cohort for synpuf
   cd <- cohort(
     entry = entry(
-      drug(cs(descendants(1118084), name = "celecoxib"), male()),
+      drugExposure(cs(descendants(1118084), name = "celecoxib"), male()),
       observationWindow = continuousObservation(365, 0)
     )
   )
@@ -199,6 +199,6 @@ test_that("Capr cohort generates on synpuf", {
 })
 
 test_that("compile generic works", {
-  ch <- cohort(condition(cs(1,2)))
+  ch <- cohort(conditionOccurrence(cs(1,2, name = "test")))
   expect_gt(nchar(generics::compile(ch)), 10)
 })
diff --git a/tests/testthat/test-collectCodesetId.R b/tests/testthat/test-collectCodesetId.R
index 0459973a..0c2b448b 100644
--- a/tests/testthat/test-collectCodesetId.R
+++ b/tests/testthat/test-collectCodesetId.R
@@ -4,19 +4,19 @@
 # Query, group
 
 test_that("listConceptSets - Query", {
-  conceptSets <- listConceptSets(condition(cs(1)))
+  conceptSets <- listConceptSets(conditionOccurrence(cs(1, name = "test")))
   expect_true(all(purrr::map_lgl(conceptSets, ~all(names(.) == c("id", "name", "expression")))))
 })
 
 test_that("listConceptSets - Criteria", {
-  conceptSets <- listConceptSets(atLeast(1, condition(cs(1))))
+  conceptSets <- listConceptSets(atLeast(1, conditionOccurrence(cs(1, name = "test"))))
   expect_true(all(purrr::map_lgl(conceptSets, ~all(names(.) == c("id", "name", "expression")))))
 })
 
 test_that("listConceptSets - Group", {
   g <- withAll(
-    atLeast(1, condition(cs(1))),
-    exactly(0, condition(cs(2)))
+    atLeast(1, conditionOccurrence(cs(1, name = "test"))),
+    exactly(0, conditionOccurrence(cs(2, name = "test")))
   )
   conceptSets <- listConceptSets(g)
   expect_length(conceptSets, 2)
@@ -25,8 +25,8 @@ test_that("listConceptSets - Group", {
 
 test_that("listConceptSets - Entry", {
   e <- entry(withAll(
-    atLeast(1, condition(cs(1))),
-    exactly(0, condition(cs(2)))
+    atLeast(1, conditionOccurrence(cs(1, name = "test"))),
+    exactly(0, conditionOccurrence(cs(2, name = "test")))
   ))
   conceptSets <- listConceptSets(e)
   expect_true(all(purrr::map_lgl(conceptSets, ~all(names(.) == c("id", "name", "expression")))))
@@ -34,8 +34,8 @@ test_that("listConceptSets - Entry", {
 
 test_that("listConceptSets - Attrition", {
   x <- attrition(withAll(
-    atLeast(1, condition(cs(1))),
-    exactly(0, condition(cs(2)))
+    atLeast(1, conditionOccurrence(cs(1, name = "test"))),
+    exactly(0, conditionOccurrence(cs(2, name = "test")))
   ))
 
   conceptSets <- listConceptSets(x)
@@ -48,14 +48,14 @@ test_that("listConceptSets - Attrition", {
   x <- attrition(
     'no t1d' = withAll(
       exactly(0,
-              condition(cs(descendants(201254L))),
+              conditionOccurrence(cs(descendants(201254L), name = "test")),
               duringInterval(eventStarts(-Inf, -1))
       )
     ),
     'abnormal hba1c' = withAll(
       atLeast(1,
               measurement(
-                cs(descendants(4184637L)),
+                cs(descendants(4184637L), name = "test"),
                 valueAsNumber(lt(13)),
                 unit(8713L)
               ),
@@ -73,7 +73,7 @@ test_that("listConceptSets - Attrition", {
 
 
 test_that("listConceptSets - CohortExit", {
-  e <- exit(drugExit(cs(1,2,5)))
+  e <- exit(drugExit(cs(1,2,5, name = "test")))
   expect_s4_class(e, "CohortExit")
   conceptSets <- listConceptSets(e)
   expect_length(conceptSets, 1)
@@ -81,9 +81,9 @@ test_that("listConceptSets - CohortExit", {
 })
 
 test_that("listConceptSets - Query with nested criteria", {
-  x <- visit(cs(1),
-             nestedWithAll(atLeast(1, condition(cs(9))),
-                           atLeast(1, drug(cs(1:5)))))
+  x <- visit(cs(1, name = "test"),
+             nestedWithAll(atLeast(1, conditionOccurrence(cs(9, name = "test"))),
+                           atLeast(1, drugExposure(cs(1:5, name = "test")))))
 
   conceptSets <- listConceptSets(x)
   expect_length(conceptSets, 3)
@@ -91,11 +91,11 @@ test_that("listConceptSets - Query with nested criteria", {
 })
 
 test_that("listConceptSets - Query with double nested criteria", {
-  x <- visit(cs(1),
+  x <- visit(cs(1, name = "test"),
          nestedWithAll(
-           atLeast(1, drug(cs(21:24))),
-           atLeast(1, condition(cs(9),
-             nestedWithAll(atLeast(1, drug(cs(11))))
+           atLeast(1, drugExposure(cs(21:24, name = "test"))),
+           atLeast(1, conditionOccurrence(cs(9, name = "test"),
+             nestedWithAll(atLeast(1, drugExposure(cs(11, name = "test"))))
       ))))
 
   conceptSets <- listConceptSets(x)
@@ -107,13 +107,13 @@ test_that("listConceptSets - nested Query", {
   skip("failing test") # TODO fix listConceptSets so this passes
 
   # this works fine
-  x <- visit(cs(descendants(9201, 9203, 262)),
+  x <- visit(cs(descendants(9201, 9203, 262), name = "test"),
     nestedWithAll(
       atLeast(1,
-        condition(cs(descendants(316139), name = "heart failure"),
+        conditionOccurrence(cs(descendants(316139), name = "heart failure"),
           attributes = nestedWithAll(
             atLeast(1,
-              condition(cs(descendants(316139), name = "heart failure"))
+              conditionOccurrence(cs(descendants(316139), name = "heart failure"))
             )
           )
         )
@@ -127,13 +127,13 @@ test_that("listConceptSets - nested Query", {
   expect_true(all(purrr::map_lgl(conceptSets, ~all(names(.) == c("id", "name", "expression")))))
 
   # this does not work
-  x <- visit(cs(descendants(9201, 9203, 262)),
+  x <- visit(cs(descendants(9201, 9203, 262), name = "test"),
     nestedWithAll(
       atLeast(1,
-        condition(cs(descendants(316139), name = "heart failure"),
+        conditionOccurrence(cs(descendants(316139), name = "heart failure"),
           attributes = list(male(), nestedWithAll(
             atLeast(1,
-              condition(cs(descendants(316139), name = "heart failure"))
+              conditionOccurrence(cs(descendants(316139), name = "heart failure"))
             )
           ))
         )
@@ -151,20 +151,20 @@ test_that("listConceptSets - Cohort", {
 
   cd <- cohort(
     entry = entry(
-      condition(cs(descendants(201826L)), male()),
+      conditionOccurrence(cs(descendants(201826L), name = "test"), male()),
       observationWindow = continuousObservation(365, 0)
     ),
     attrition = attrition(
       'no t1d' = withAll(
         exactly(0,
-                condition(cs(descendants(201254L))),
+                conditionOccurrence(cs(descendants(201254L), name = "test")),
                 duringInterval(eventStarts(-Inf, -1))
         )
       ),
       'abnormal hba1c' = withAll(
         atLeast(1,
                 measurement(
-                  cs(descendants(4184637L)),
+                  cs(descendants(4184637L), name = "test"),
                   valueAsNumber(lt(13)),
                   unit(8713L)
                 ),
diff --git a/tests/testthat/test-conceptSet.R b/tests/testthat/test-conceptSet.R
index 5067f2e8..b336765c 100644
--- a/tests/testthat/test-conceptSet.R
+++ b/tests/testthat/test-conceptSet.R
@@ -1,5 +1,5 @@
 test_that("cs helpers work", {
-  concepts <- cs(3, descendants(4, mapped(5, exclude(6))))
+  concepts <- cs(3, descendants(4, mapped(5, exclude(6))), name = "test")
 
   df <- tibble::tribble(
     ~conceptId, ~includeDescendants, ~isExcluded, ~includeMapped,
@@ -19,7 +19,7 @@ test_that("cs helpers work", {
 
 test_that("writeConceptSet works", {
   path <- tempfile("concepts", fileext = ".json")
-  concepts <- cs(1, 2, descendants(4, 5), exclude(descendants(6, 7)))
+  concepts <- cs(1, 2, descendants(4, 5), exclude(descendants(6, 7)), name = "test")
   writeConceptSet(concepts, path = path)
   # cat(readr::read_file(path))
   concepts2 <- readConceptSet(path)
@@ -29,7 +29,7 @@ test_that("writeConceptSet works", {
 })
 
 test_that("dedupConceptSet works", {
-  allConceptSets <- list(cs(2,1), cs(2,3), cs(1,2))
+  allConceptSets <- list(cs(2,1, name = "test"), cs(2,3, name = "test"), cs(1,2, name = "test"))
   r <- dedupConceptSets(allConceptSets)
   uniqueConceptSets <- r$uniqueConceptSets
   lookup <- r$lookup
@@ -39,40 +39,40 @@ test_that("dedupConceptSet works", {
 
 test_that("equality works", {
   # order should not matter
-  expect_true(cs(1,descendants(9),3) == cs(1,3,descendants(9)))
-  expect_false(cs(2,descendants(9),3) == cs(1,3,descendants(9)))
+  expect_true(cs(1,descendants(9),3, name = "test") == cs(1,3,descendants(9), name = "test"))
+  expect_false(cs(2,descendants(9),3, name = "test") == cs(1,3,descendants(9), name = "test"))
 
-  expect_false(cs(descendants(9), 3) == cs(9,3))
-  expect_false(cs(mapped(9), 3) == cs(9,3))
-  expect_false(cs(exclude(9), 3) == cs(9,3))
-  expect_false(cs(exclude(9), 3) == cs(exclude(mapped(9)),3))
-  expect_false(cs(exclude(9), 3) == cs(exclude(mapped(9)),3))
+  expect_false(cs(descendants(9), 3, name = "test") == cs(9,3, name = "test"))
+  expect_false(cs(mapped(9), 3, name = "test") == cs(9,3, name = "test"))
+  expect_false(cs(exclude(9), 3, name = "test") == cs(9,3, name = "test"))
+  expect_false(cs(exclude(9), 3, name = "test") == cs(exclude(mapped(9)),3, name = "test"))
+  expect_false(cs(exclude(9), 3, name = "test") == cs(exclude(mapped(9)),3, name = "test"))
 
-  expect_error(cs(3, 3), "duplicated") # duplicates are not allowed
+  expect_error(cs(3, 3, name = "test"), "duplicated") # duplicates are not allowed
 
   # name and id are ignored
   expect_true(cs(9, 3, name = "a") == cs(9, 3, name = "b"))
-  expect_true(cs(9, 3, id = "a") == cs(9, 3, id = "b"))
+  expect_true(cs(9, 3, id = "a", name = "test") == cs(9, 3, id = "b", name = "test"))
 
 })
 
 test_that("uniqueConceptSets works", {
   x <- uniqueConceptSets(list(
-    cs(1,2,3),
-    cs(1,2,3),
-    cs(1,2, exclude(3))
+    cs(1,2,3, name = "test"),
+    cs(1,2,3, name = "test"),
+    cs(1,2, exclude(3), name = "test")
   ))
 
   expect_true(length(x) == 2)
-  expect_true(x[[1]] == cs(1,2,3))
-  expect_true(x[[2]] == cs(1,2, exclude(3)))
+  expect_true(x[[1]] == cs(1,2,3, name = "test"))
+  expect_true(x[[2]] == cs(1,2, exclude(3), name = "test"))
 })
 
 test_that("concept set id does not depend on order", {
-  a <- cs(1,descendants(9),3)
-  b <- cs(1,3,descendants(9))
-  c <- cs(1,3,9)
-  d <- cs(1,descendants(9),3)
+  a <- cs(1,descendants(9),3, name = "test")
+  b <- cs(1,3,descendants(9), name = "test")
+  c <- cs(1,3,9, name = "test")
+  d <- cs(1,descendants(9),3, name = "test")
 
   expect_type(a@id, "character")
   expect_true(a@id == b@id)
@@ -90,7 +90,7 @@ test_that("read/writeConceptSet works", {
 
   # write and read concept set as csv
   f1 <- tempfile(fileext = ".csv")
-  aceInhibitors <- cs(descendants(1335471, 1340128, 1341927, 1363749, 1308216, 1310756, 1373225, 1331235, 1334456, 1342439))
+  aceInhibitors <- cs(descendants(1335471, 1340128, 1341927, 1363749, 1308216, 1310756, 1373225, 1331235, 1334456, 1342439), name = "test")
   writeConceptSet(aceInhibitors, f1)
   comparison1 <- readConceptSet(f1)
   expect_true(aceInhibitors == comparison1)
diff --git a/tests/testthat/test-exit.R b/tests/testthat/test-exit.R
index 9c5e3900..a59575b4 100644
--- a/tests/testthat/test-exit.R
+++ b/tests/testthat/test-exit.R
@@ -15,7 +15,7 @@ test_that("Drug Exit Works", {
 
   cd <- cohort(
     entry = entry(
-      drug(aceCS),
+      drugExposure(aceCS),
       observationWindow = continuousObservation(priorDays = 0L, postDays = 0L),
       primaryCriteriaLimit = "First"
     ),
@@ -45,7 +45,7 @@ test_that("Fixed Duration Exit Works", {
 
   cd <- cohort(
     entry = entry(
-      drug(aceCS),
+      drugExposure(aceCS),
       observationWindow = continuousObservation(priorDays = 0L, postDays = 0L),
       primaryCriteriaLimit = "First"
     ),
diff --git a/tests/testthat/test-nest.R b/tests/testthat/test-nest.R
index ba91c8e4..4e70c704 100644
--- a/tests/testthat/test-nest.R
+++ b/tests/testthat/test-nest.R
@@ -1,9 +1,9 @@
 test_that("Nesting Criteria works", {
 
-  query <- visit(cs(descendants(9201, 9203, 262)),
+  query <- visit(cs(descendants(9201, 9203, 262), name = "visit"),
     nestedWithAll(
       atLeast(1,
-        condition(cs(descendants(316139), name = "heart failure")),
+        conditionOccurrence(cs(descendants(316139), name = "heart failure")),
         duringInterval(startWindow = eventStarts(0, Inf),
                        endWindow = eventStarts(-Inf, 0, index = "endDate")
         )
@@ -24,10 +24,10 @@ test_that("Can build a cohort with nested attribute", {
   skip_if_not_installed("CirceR")
   cd <- cohort(
     entry = entry(
-      visit(cs(descendants(9201, 9203, 262)),
+      visit(cs(descendants(9201, 9203, 262), name = "visit"),
             nestedWithAll(
               atLeast(1,
-                      condition(cs(descendants(316139), name = "heart failure")),
+                      conditionOccurrence(cs(descendants(316139), name = "heart failure")),
                       duringInterval(startWindow = eventStarts(0, Inf),
                                      endWindow = eventStarts(-Inf, 0, index = "endDate")
                       )
@@ -95,20 +95,20 @@ test_that("Can build a cohort with nested attribute", {
 
 test_that("Can build a cohort with nested groups", {
   skip_if_not_installed("CirceR")
-  t2dDrug <- drug(cs(descendants(1502809,1502826,1503297,1510202,1515249,1516766,
+  t2dDrug <- drugExposure(cs(descendants(1502809,1502826,1503297,1510202,1515249,1516766,
                                  1525215,1529331,1530014,1547504,1559684,1560171,
-                                 1580747,1583722,1594973,1597756)))
+                                 1580747,1583722,1594973,1597756), name = "t2dDrug"))
 
-  t2d <- condition(cs(descendants(201826)))
+  t2d <- conditionOccurrence(cs(descendants(201826), name = "t2d"))
 
-  t1d <- condition(cs(descendants(201254)))
+  t1d <- conditionOccurrence(cs(descendants(201254), name = "t1d"))
 
 
-  t1dDrug <- drug(cs(descendants(1502905,1513876,1516976,1517998,
-                                 1531601,1544838,1550023,1567198)))
+  t1DrugCs <- cs(descendants(1502905,1513876,1516976,1517998,
+                             1531601,1544838,1550023,1567198), name = "t1Drug")
+  t1dDrug <- drugExposure(t1DrugCs)
 
-  t1dDrugWT2Drug <- drug(cs(descendants(1502905,1513876,1516976,1517998,
-                                        1531601,1544838,1550023,1567198)),
+  t1dDrugWT2Drug <- drugExposure(t1DrugCs,
                          nestedWithAll(
                            atLeast(1, t2dDrug,
                                    duringInterval(startWindow = eventStarts(-Inf, -1))
@@ -116,11 +116,11 @@ test_that("Can build a cohort with nested groups", {
                          )
   )
 
-  abLabFast <- measurement(cs(descendants(3037110)),
+  abLabFast <- measurement(cs(descendants(3037110), name = "abLabFast"),
                            valueAsNumber(gte(125)))
-  abLabHb <- measurement(cs(descendants(3003309,3004410,3005673,3007263)),
+  abLabHb <- measurement(cs(descendants(3003309,3004410,3005673,3007263), name = "abLabHb"),
                          valueAsNumber(gte(6)))
-  abLabRan <- measurement(cs(descendants(3000483,3004501)),
+  abLabRan <- measurement(cs(descendants(3000483,3004501), name = "abLabRan"),
                           valueAsNumber(gte(200)))
 
 
@@ -210,10 +210,10 @@ test_that("Can build a cohort with nested groups", {
 })
 
 test_that("listConceptSets works with nested Query", {
-  a <- visit(cs(descendants(9201, 9203, 262)),
+  a <- visit(cs(descendants(9201, 9203, 262), name = "visit"),
     nestedWithAll(
       atLeast(1,
-        condition(cs(descendants(316139), name = "heart failure"))
+        conditionOccurrence(cs(descendants(316139), name = "heart failure"))
       )
     )
   )

From 9a238400acfdaf9671911b22fd511ec868879401 Mon Sep 17 00:00:00 2001
From: Martin Lavallee <44976592+mdlavallee92@users.noreply.github.com>
Date: Fri, 30 Jun 2023 16:57:59 -0400
Subject: [PATCH 5/7] start capr_objects vignette

---
 .gitignore                            |   1 +
 NEWS.md                               |   2 +
 vignettes/capr_objects.Rmd            | 156 ++++++++++++++++++++++++++
 vignettes/images/aperture1.png        | Bin 0 -> 5126 bytes
 vignettes/images/aperture2.png        | Bin 0 -> 3734 bytes
 vignettes/images/aperture3.png        | Bin 0 -> 4510 bytes
 vignettes/images/criteria_example.png | Bin 0 -> 12918 bytes
 7 files changed, 159 insertions(+)
 create mode 100644 vignettes/capr_objects.Rmd
 create mode 100644 vignettes/images/aperture1.png
 create mode 100644 vignettes/images/aperture2.png
 create mode 100644 vignettes/images/aperture3.png
 create mode 100644 vignettes/images/criteria_example.png

diff --git a/.gitignore b/.gitignore
index 0bd2a448..95aa7b8f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,3 +6,4 @@ errorReportSql.txt
 /Meta/
 work/*
 scratch/
+inst/doc
diff --git a/NEWS.md b/NEWS.md
index 252e6822..d9aade4f 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -2,6 +2,8 @@ Capr 2.0.4
 ==========
 - change query functions to match known syntax (i.e. drug => drugExposure, condition => conditionOccurrence)
 - require a name for `cs()`
+- improve documentation
+    - add vignette for query, count and group
 
 Capr 2.0.3
 ==========
diff --git a/vignettes/capr_objects.Rmd b/vignettes/capr_objects.Rmd
new file mode 100644
index 00000000..f514dd97
--- /dev/null
+++ b/vignettes/capr_objects.Rmd
@@ -0,0 +1,156 @@
+---
+title: "Capr Objects"
+output: rmarkdown::html_vignette
+vignette: >
+  %\VignetteIndexEntry{Capr Objects}
+  %\VignetteEngine{knitr::rmarkdown}
+  %\VignetteEncoding{UTF-8}
+---
+
+```{r, include = FALSE}
+knitr::opts_chunk$set(
+  collapse = TRUE,
+  comment = "#>"
+)
+```
+
+```{r setup, echo=FALSE}
+library(Capr)
+```
+
+
+# Intro
+
+`Capr` allows users to build OHDSI cohort definitions in R outside of ATLAS. `Capr`, like ATLAS, uses the same underlying software `circe-be` to compose the cohort logic into an actionable query. Therefore we must understand sub-components of the cohort definition, in order to properly apply them to our cohort construction. There are three main sub-components that drive building of the cohort logic: 1) query, 2) criteria and 3) group. In this vignette, we will describe the purpose of each sub-component and demonstrate the `Capr` commands to invoke these structures. 
+
+# Query 
+
+## Definition
+
+The *query* is a `circe-be` construct that defines which concepts to extract from which domain table in the OMOP CDM. In basic terms it is finding the persons that have a particular code in the data. Through a more technical lens, the query is supplying the **WHERE** and **FROM** logic in portions of the SQL script. Ultimately the logic we construct in `Capr` or ATLAS render a standardized SQL script that finds persons in the database, of which the query is vital in providing the code sets to search from. The *query* will be found all over the cohort definition. Whenever we need to apply a concept set, it will be through a *query*. In `Capr` the *query* function is specified based on the domain tables available in the CDM. The table below provides the mapping between the OMOP domain and the the `Capr` function call. 
+
+```{r queryTable, echo=FALSE}
+tb <- tibble::tribble(
+  ~`OMOP Domain`, ~`Capr Function`,
+  "DrugExposure", "drugExposure",
+  "DrugEra", "drugEra",
+  "ConditionOccurrence", "conditionOccurrence",
+  "ConditionEra", "conditionEra",
+  "ProcedureOccurrence", "procedure",
+  "Measurement", "measurement",
+  "VisitOccurrence", "visit",
+  "Observation", "observation",
+  "Death", "death"
+)
+knitr::kable(tb)
+```
+
+## Example
+
+A simple example of how to use a query in `Capr` can be seen below:
+
+```{r}
+t1dConceptSet <- cs(descendants(195771), name = "T1D")
+t1dQuery <- conditionOccurrence(t1dConceptSet)
+```
+
+
+With our query we can apply this in a variety of places within the cohort definition. Below we give an example of a cohort of persons starting on metformin as our index event, where they could not have been diagnosed with Type 1 Diabetes any time prior. 
+
+```{r queryInCohort}
+metforminConceptSet <- cs(descendants(1503297), name = "metformin")
+t1dConceptSet <- cs(descendants(195771), name = "T1D")
+
+metforminCohort <- cohort(
+  entry = entry(
+    drugExposure(metforminConceptSet, firstOccurrence()), # metformin drug query as index event
+    observationWindow = continuousObservation(priorDays = -365, postDays = 365L),
+    primaryCriteriaLimit = "All"
+  ),
+  attrition = attrition(
+    'noT1d' = withAll(
+      exactly(
+        x = 0, 
+        query = conditionOccurrence(t1dConceptSet), # query for t1d occurrence to exclude patients
+        aperture = duringInterval(startWindow = eventStarts(a = -Inf, b = 0, index = "startDate")))
+    )
+  ),
+  exit = exit(
+    endStrategy = observationExit(),
+    censor = censoringEvents(
+      #exit based on observence of t1d condition
+      conditionOccurrence(t1dConceptSet) # query for t1d occurrence for censor
+    )
+  )
+)
+```
+
+Notice that the *query* is applied all over this cohort definition. The metformin query sets the concept set to use as the index event. The Type 1 Diabetes (T1D) query sets the attrition of the patients identified at index who should be excluded for having the condition. The T1D query also sets the exit from cohort. The cohort ends when the person has no more observation time in the database or they have been diagnosed with T1D. Remember the *query* is infusing the concept sets into the cohort logic based on which domain to search for codes in person healthcare records. 
+
+## Attributes
+
+The *query* is often contextualized by an attribute. For example in the cohort above, we are searching for metformin in the drug exposure table given it has occurred for the first time in the person history. The attribute is a object that modifies queries by filtering records based on the presence of another parameter. Attributes can be based on person information (such as gender, race, or age), time based (observation at a certain time window), domain based (presence of a code in a different column of the same domain), or event based (based on the observation of another event occurring). We will go into more details on different attributes in a different vignette. In `Capr` as many attributes can be attached within the query after providing the concept set. Example below:
+
+```{r attrInQuery}
+t1dConceptSet <- cs(descendants(195771), name = "T1D")
+
+maleT1D <- conditionOccurrence(t1dConceptSet, male())
+maleT1D18andOlder <- conditionOccurrence(t1dConceptSet, male(), age(gte(18)))
+maleT1D18andOlderFirstDx <- conditionOccurrence(t1dConceptSet, male(), age(gte(18)), firstOccurrence())
+```
+
+One special type of attribute is a nested query. This construct is more complex and requires understanding of the *criteria* and *group* objects. We will return to this idea later in this vignette. 
+
+# Criteria
+
+## Definition
+
+A *criteria* object is one that enumerates the presence or absence of an event within a window of observation relative to an index point. The index point may be the entry event of the cohort definition. It could also be a prior event if we are building a nested query. The purpose of this object is to count whether a person has experienced certain events that would either include or exclude them from the cohort. Its easiest to show a *criteria* using a figure. Say relative from index we want to see two exposures of a drug within 365 days and 30 days before index. Those that fit that criteria remain in the cohort, those that do not are excluded from the cohort. See the figure below as an example:
+
+![Example of Criteria](images/criteria_example.png)
+
+When building a *criteria* object the user needs: 1) a query, 2) an operator that specifies the number of times a query is observed (occurrences), and 3) a time window which we call the aperture. Using the figure as an example, think of the stars as the query, the number of stars as the occurrences, and the box as the aperture. We could orient this idea around the index event in a variety of different ways. 
+
+
+## Example
+
+With this definition in mind, let us build an example of a *criteria* object that reflects the image above. 
+
+```{r criteriaExampleA}
+atenololConceptSet <- cs(descendants(1314002), name - "atenolol")
+
+atenololCriteria <- atLeast(
+  x = 2, 
+  query = drugExposure(atenololConceptSet),
+  aperture = duringInterval(
+    startWindow = eventStarts(a = -365, b = -30, index = "startDate")
+  )
+)
+```
+
+This *criteria* specifies that we must observe at least 2 drug exposures of atenolol within 365 days and 30 days before the index start date. By itself, a *criteria* makes little sense. It must sit within the context of the entire cohort definition, where an index event has been specified. In `Capr` the *criteria* object is called in three ways: `atLeast`, `atMost` and `exactly`. The *criteria* object in `Capr` is contextualized by the number of occurrences of the query for its function call. If we wanted to have exactly 2 drug exposures of atenolol or at most 2 drug exposures they can be done as shown below. 
+
+```{r criteriaExampleB}
+atenololConceptSet <- cs(descendants(1314002), name - "atenolol")
+
+atenololCriteriaA <- exactly(
+  x = 2, 
+  query = drugExposure(atenololConceptSet),
+  aperture = duringInterval(
+    startWindow = eventStarts(a = -365, b = -30, index = "startDate")
+  )
+)
+
+atenololCriteriaB <- atMost(
+  x = 2, 
+  query = drugExposure(atenololConceptSet),
+  aperture = duringInterval(
+    startWindow = eventStarts(a = -365, b = -30, index = "startDate")
+  )
+)
+
+```
+
+## Aperture
+
+An important part of the *criteria* object is providing the temporal context to enumerating the occurrences of the query. In `Capr` we term this interval relative to index as the aperture. It is the opening in the patient timeline at which we are enumerating the event of interest. 
diff --git a/vignettes/images/aperture1.png b/vignettes/images/aperture1.png
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From cb9cf4b4a303aa4ea151af9fabe90d701d62782f Mon Sep 17 00:00:00 2001
From: Martin Lavallee <44976592+mdlavallee92@users.noreply.github.com>
Date: Mon, 3 Jul 2023 13:09:52 -0400
Subject: [PATCH 6/7] update docs for v2.0.4

---
 NEWS.md                                       |   3 +-
 README.md                                     | 235 +-----
 docs/404.html                                 |   5 +-
 docs/LICENSE.html                             |   5 +-
 docs/articles/Capr-conceptSets.html           |  78 +-
 docs/articles/Examples.html                   |  35 +-
 docs/articles/Using-Capr.html                 |   9 +-
 docs/articles/capr_design.html                |  15 +-
 docs/articles/capr_objects.html               | 708 ++++++++++++++++++
 docs/articles/capr_templates.html             | 156 +---
 docs/articles/images/aperture1.png            | Bin 0 -> 8129 bytes
 docs/articles/images/aperture2.png            | Bin 0 -> 7034 bytes
 docs/articles/images/aperture3.png            | Bin 0 -> 8039 bytes
 docs/articles/images/aperture4.png            | Bin 0 -> 13702 bytes
 docs/articles/images/criteria_example.png     | Bin 0 -> 12918 bytes
 docs/articles/index.html                      |   7 +-
 docs/authors.html                             |   5 +-
 docs/index.html                               | 237 +-----
 docs/news/index.html                          |  12 +-
 docs/pkgdown.yml                              |   3 +-
 docs/reference/Capr-package.html              |   5 +-
 docs/reference/CensoringCriteria-class.html   |   5 +-
 docs/reference/Concept-class.html             |   5 +-
 docs/reference/ConceptAttribute-class.html    |   5 +-
 docs/reference/ConceptSet-class.html          |   5 +-
 docs/reference/ConceptSetItem-class.html      |   5 +-
 docs/reference/Criteria-class.html            |   5 +-
 docs/reference/DrugExposureExit-class.html    |   5 +-
 docs/reference/Endpoint-class.html            |   5 +-
 docs/reference/EventAperture-class.html       |   5 +-
 docs/reference/EventWindow-class.html         |   5 +-
 docs/reference/FixedDurationExit-class.html   |   5 +-
 docs/reference/Group-class.html               |   5 +-
 docs/reference/LogicAttribute-class.html      |   5 +-
 docs/reference/ObservationExit-class.html     |   5 +-
 docs/reference/ObservationWindow-class.html   |   5 +-
 docs/reference/Occurrence-class.html          |   5 +-
 docs/reference/Query-class.html               |   5 +-
 docs/reference/age.html                       |   5 +-
 .../as.data.frame-ConceptSet-method.html      |   5 +-
 docs/reference/as.json.html                   |   5 +-
 docs/reference/atLeast.html                   |   5 +-
 docs/reference/atMost.html                    |   5 +-
 docs/reference/attributes.html                |   9 +-
 docs/reference/attrition.html                 |   5 +-
 docs/reference/bt.html                        |   5 +-
 docs/reference/censoringEvents.html           |   5 +-
 docs/reference/cohort.html                    |   5 +-
 docs/reference/compile.Cohort.html            |   7 +-
 docs/reference/conditionEra.html              |   5 +-
 docs/reference/conditionOccurrence.html       | 127 ++++
 docs/reference/continuousObservation.html     |   5 +-
 docs/reference/cs.html                        |   7 +-
 docs/reference/daysOfSupply.html              |   5 +-
 docs/reference/death.html                     |   5 +-
 docs/reference/drugEra.html                   |   5 +-
 docs/reference/drugExit.html                  |   5 +-
 docs/reference/drugExposure.html              | 127 ++++
 docs/reference/drugQuantity.html              |   5 +-
 docs/reference/drugRefills.html               |   5 +-
 docs/reference/duringInterval.html            |   5 +-
 docs/reference/endDate.html                   |   5 +-
 docs/reference/entry.html                     |   5 +-
 docs/reference/eq.html                        |   5 +-
 docs/reference/equals-methods.html            |   5 +-
 docs/reference/era.html                       |   5 +-
 docs/reference/eventEnds.html                 |   5 +-
 docs/reference/eventStarts.html               |   5 +-
 docs/reference/exactly.html                   |   5 +-
 docs/reference/exit.html                      |   5 +-
 docs/reference/firstOccurrence.html           |   5 +-
 docs/reference/fixedExit.html                 |   5 +-
 docs/reference/generateCaprTemplate.html      |   5 +-
 docs/reference/getConceptSetCall.html         |   5 +-
 docs/reference/getConceptSetDetails.html      |   5 +-
 docs/reference/gt.html                        |   5 +-
 docs/reference/gte.html                       |   5 +-
 docs/reference/index.html                     |  21 +-
 docs/reference/lt.html                        |   5 +-
 docs/reference/lte.html                       |   5 +-
 docs/reference/measurement.html               |   5 +-
 docs/reference/nbt.html                       |   5 +-
 docs/reference/nestedAttribute-class.html     |   5 +-
 docs/reference/nestedWithAll.html             |   5 +-
 docs/reference/nestedWithAny.html             |   5 +-
 docs/reference/nestedWithAtLeast.html         |   5 +-
 docs/reference/nestedWithAtMost.html          |   5 +-
 docs/reference/observation.html               |   5 +-
 docs/reference/observationExit.html           |   5 +-
 docs/reference/opAttributeDate-class.html     |   5 +-
 docs/reference/opAttributeInteger-class.html  |   5 +-
 docs/reference/opAttributeNumeric-class.html  |   5 +-
 docs/reference/opAttributeSuper-class.html    |   5 +-
 docs/reference/pipe.html                      |   5 +-
 docs/reference/procedure.html                 |   5 +-
 docs/reference/rangeHigh.html                 |   5 +-
 docs/reference/rangeLow.html                  |   5 +-
 docs/reference/readConceptSet.html            |   5 +-
 docs/reference/startDate.html                 |   5 +-
 docs/reference/toCirce.html                   |   5 +-
 docs/reference/unit.html                      |   5 +-
 docs/reference/valueAsNumber.html             |   5 +-
 docs/reference/visit.html                     |   5 +-
 docs/reference/withAll.html                   |   5 +-
 docs/reference/withAny.html                   |   5 +-
 docs/reference/withAtLeast.html               |   5 +-
 docs/reference/withAtMost.html                |   5 +-
 docs/reference/writeCohort.html               |   7 +-
 docs/reference/writeConceptSet.html           |   5 +-
 docs/sitemap.xml                              |   9 +
 extras/Capr.pdf                               | Bin 161496 -> 161525 bytes
 extras/PackageMaintenance.R                   |   7 +-
 extras/pdf_vignette/Capr-conceptSets.pdf      | Bin 134834 -> 138553 bytes
 extras/pdf_vignette/Examples.pdf              | Bin 198769 -> 198801 bytes
 extras/pdf_vignette/Using-Capr.pdf            | Bin 149503 -> 149546 bytes
 extras/pdf_vignette/capr_design.pdf           | Bin 194372 -> 194372 bytes
 extras/pdf_vignette/capr_objects.pdf          | Bin 0 -> 237567 bytes
 extras/pdf_vignette/capr_templates.pdf        | Bin 173599 -> 163399 bytes
 tests/testthat/test-nest.R                    |   2 +-
 vignettes/Capr-conceptSets.Rmd                |  16 +
 vignettes/Examples.Rmd                        |  32 +-
 vignettes/Using-Capr.Rmd                      |   4 +-
 vignettes/capr_objects.Rmd                    | 306 +++++++-
 vignettes/capr_templates.Rmd                  |  11 +-
 vignettes/images/aperture1.png                | Bin 5126 -> 8129 bytes
 vignettes/images/aperture2.png                | Bin 3734 -> 7034 bytes
 vignettes/images/aperture3.png                | Bin 4510 -> 8039 bytes
 vignettes/images/aperture4.png                | Bin 0 -> 13702 bytes
 128 files changed, 1816 insertions(+), 799 deletions(-)
 create mode 100644 docs/articles/capr_objects.html
 create mode 100644 docs/articles/images/aperture1.png
 create mode 100644 docs/articles/images/aperture2.png
 create mode 100644 docs/articles/images/aperture3.png
 create mode 100644 docs/articles/images/aperture4.png
 create mode 100644 docs/articles/images/criteria_example.png
 create mode 100644 docs/reference/conditionOccurrence.html
 create mode 100644 docs/reference/drugExposure.html
 create mode 100644 extras/pdf_vignette/capr_objects.pdf
 create mode 100644 vignettes/images/aperture4.png

diff --git a/NEWS.md b/NEWS.md
index d9aade4f..958bd27d 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -2,8 +2,7 @@ Capr 2.0.4
 ==========
 - change query functions to match known syntax (i.e. drug => drugExposure, condition => conditionOccurrence)
 - require a name for `cs()`
-- improve documentation
-    - add vignette for query, count and group
+- improve documentation (add vignette for query, count and group)
 
 Capr 2.0.3
 ==========
diff --git a/README.md b/README.md
index b0fe528c..a26f35fb 100644
--- a/README.md
+++ b/README.md
@@ -16,11 +16,6 @@ Learn more about the OHDSI approach to cohort building in the [cohorts chapter o
 
 # Installation
 
-Capr can be installed via:
-
-``` r
-# install.packages("Capr")
-```
 
 Users can install the current development version of Capr from [GitHub](https://github.com/) with:
 
@@ -29,235 +24,6 @@ Users can install the current development version of Capr from [GitHub](https://
 devtools::install_github("ohdsi/Capr")
 ```
 
-# How to Use
-
-## Examples
-
-Capr uses many defaults that match the defaults in Atlas. Creating a simple cohort is a single line of code. As an example we will define a cohort of new users of diclofenac described in the [Book of OHDSI.](https://ohdsi.github.io/TheBookOfOhdsi/SuggestedAnswers.html#Cohortsanswers)
-
-### Simple diclofenac cohort
-
-``` r
-library(Capr)
-
-# Define concepts sets with cs()
-diclofenac <- cs(descendants(1124300))
-
-ch <- cohort(
-  entry = entry(drugEra(diclofenac))
-)
-
-ch
-#> Formal class 'Cohort' [package "Capr"] with 4 slots
-#>   ..@ entry    :Formal class 'CohortEntry' [package "Capr"] with 5 slots
-#>   ..@ attrition:Formal class 'CohortAttrition' [package "Capr"] with 2 slots
-#>   ..@ exit     :Formal class 'CohortExit' [package "Capr"] with 2 slots
-#>   ..@ era      :Formal class 'CohortEra' [package "Capr"] with 3 slots
-```
-
-### Adding more complexity
-
-We can make more complex cohorts by adding a window of continuous observation and a custom cohort exit. The following information was added to the diclofenac cohort:
-
--   Ages 16 or older
--   With at least 365 days of continuous observation prior to exposure
--   With cohort exit defined as discontinuation of exposure (allowing for a 30-day gap)
-
-``` r
-diclofenac <- cs(descendants(1124300))
-
-ch <- cohort(
-  entry = entry(drugEra(diclofenac, age(gte(16))),
-                observationWindow = continuousObservation(-365L, 0L)),
-  exit = exit(drugExit(diclofenac))
-)
-
-ch
-#> Formal class 'Cohort' [package "Capr"] with 4 slots
-#>   ..@ entry    :Formal class 'CohortEntry' [package "Capr"] with 5 slots
-#>   ..@ attrition:Formal class 'CohortAttrition' [package "Capr"] with 2 slots
-#>   ..@ exit     :Formal class 'CohortExit' [package "Capr"] with 2 slots
-#>   ..@ era      :Formal class 'CohortEra' [package "Capr"] with 3 slots
-```
-
-### Adding cohort attrition
-
-Users can also add attrition to the cohort by specifying inclusion and exclusion criteria to modify the cohort entry. The following exclusion criteria were added to the diclofenac cohort:
-
--   Without prior exposure to any NSAID (Non-Steroidal Anti-Inflammatory Drug)
--   Without prior diagnosis of cancer
-
-``` r
-diclofenac <- cs(descendants(1124300), name = "diclofenac")
-nsaid <- cs(descendants(21603933), name = "nsaid")
-cancer <- cs(descendants(443392), name = "cancer")
-
-ch <- cohort(
-  entry = entry(drugEra(diclofenac, age(gte(16))),
-                observationWindow = continuousObservation(-365L, 0L)),
-  attrition = attrition(
-    withAll(
-      exactly(0, drug(nsaid), eventStarts(-Inf, 0, index = "startDate")),
-      exactly(0, condition(cancer), eventStarts(-Inf, 0, index = "startDate"))
-    )
-  ),
-  exit = exit(
-    endStrategy = drugExit(diclofenac, persistenceWindow = 30)
-    )
-)
-
-ch
-#> Formal class 'Cohort' [package "Capr"] with 4 slots
-#>   ..@ entry    :Formal class 'CohortEntry' [package "Capr"] with 5 slots
-#>   ..@ attrition:Formal class 'CohortAttrition' [package "Capr"] with 2 slots
-#>   ..@ exit     :Formal class 'CohortExit' [package "Capr"] with 2 slots
-#>   ..@ era      :Formal class 'CohortEra' [package "Capr"] with 3 slots
-```
-
-## Save cohort as JSON
-
-OHDSI standard cohorts are represented as json files and can be copy and pasted into Atlas.
-
-``` r
-
-path <- file.path(tempdir(), "diclofenacCohort.json")
-
-writeCohort(ch, path)
-
-cat(substr(readr::read_file(path), 1, 100))
-#> {
-#>   "ConceptSets": [
-#>     {
-#>       "id": 0,
-#>       "name": "diclofenac",
-#>       "expression": {
-#> 
-```
-
-### Fill in missing concept set details
-
-Users can build valid cohorts with minimal concept information, only supplying a concept id and name. The example below shows the minimal concept set input for Capr.
-
-``` r
-
-diclofenac <- cs(descendants(1124300), name = "diclofenac")
-
-cat(as.json(diclofenac))
-#> {
-#>   "id": "11d012608fce118593830a3039042e56",
-#>   "name": "diclofenac",
-#>   "expression": {
-#>     "items": [
-#>       {
-#>         "concept": {
-#>           "CONCEPT_ID": 1124300,
-#>           "CONCEPT_NAME": "",
-#>           "STANDARD_CONCEPT": "",
-#>           "STANDARD_CONCEPT_CAPTION": "",
-#>           "INVALID_REASON": "",
-#>           "INVALID_REASON_CAPTION": "",
-#>           "CONCEPT_CODE": "",
-#>           "DOMAIN_ID": "",
-#>           "VOCABULARY_ID": "",
-#>           "CONCEPT_CLASS_ID": ""
-#>         },
-#>         "isExcluded": false,
-#>         "includeDescendants": true,
-#>         "includeMapped": false
-#>       }
-#>     ]
-#>   }
-#> }
-```
-
-However, when saving cohorts it is helpful to fill in the concept details. This requires a live connection to an OMOP CDM database that includes the vocabularies used in the cohort definition.
-
-``` r
-con <- DatabaseConnector::connect(Eunomia::getEunomiaConnectionDetails())
-diclofenac <- getConceptSetDetails(diclofenac, con, vocabularyDatabaseSchema = "main")
-cat(as.json(diclofenac))
-#> {
-#>   "id": "11d012608fce118593830a3039042e56",
-#>   "name": "diclofenac",
-#>   "expression": {
-#>     "items": [
-#>       {
-#>         "concept": {
-#>           "CONCEPT_ID": 1124300,
-#>           "CONCEPT_NAME": "Diclofenac",
-#>           "STANDARD_CONCEPT": "S",
-#>           "STANDARD_CONCEPT_CAPTION": "Standard",
-#>           "INVALID_REASON": "V",
-#>           "INVALID_REASON_CAPTION": "Valid",
-#>           "CONCEPT_CODE": "3355",
-#>           "DOMAIN_ID": "Drug",
-#>           "VOCABULARY_ID": "RxNorm",
-#>           "CONCEPT_CLASS_ID": "Ingredient"
-#>         },
-#>         "isExcluded": false,
-#>         "includeDescendants": true,
-#>         "includeMapped": false
-#>       }
-#>     ]
-#>   }
-#> }
-```
-
-### Generating Capr Cohorts
-
-Once a Capr cohort has been constructed, the user can generate this cohort definition on an OMOP CDM connection. It is suggested to use [CohortGenerator](https://github.com/OHDSI/CohortGenerator) and [CirceR](https://github.com/OHDSI/CirceR) to generate Capr cohorts on a database.
-
-## Building Capr Templates
-
-A Capr cohort template is a function that always returns a Capr cohort. It can accept arguments that can be used to parameterize any part of a cohort definition. Capr cohort templates are the recommended approach for building large numbers of similar cohorts in R.
-
-``` r
-
-# A Capr cohort template is a function that returns a cohort
-drugEraTemplate <- function(ingredientConceptId) {
-  
-  drugConceptSet <- cs(descendants(ingredientConceptId))
-  
-  cohort(
-    entry = entry(drugEra(drugConceptSet, age(gte(16))),
-                  observationWindow = continuousObservation(-365L, 0L)),
-    exit = exit(drugExit(drugConceptSet, persistenceWindow = 30))
-  )
-}
-
-
-library(dplyr, warn.conflicts = FALSE)
-
-# create a cohort for every single ingredient
-df <- DBI::dbGetQuery(con, 
-                      "Select * from concept where concept_class_id = 'Ingredient'") %>% 
-  tibble() %>% 
-  select(concept_id, concept_name) %>% 
-  mutate(capr_cohort = purrr::map(concept_id, drugEraTemplate)) %>% 
-  mutate(cohort_json = purrr::map_chr(capr_cohort, as.json))
-
-df
-#> # A tibble: 91 × 4
-#>    concept_id concept_name    capr_cohort cohort_json                           
-#>         <dbl> <chr>           <list>      <chr>                                 
-#>  1    1557272 Alendronate     <Cohort>    "{\n  \"ConceptSets\": [\n    {\n    …
-#>  2     708298 Midazolam       <Cohort>    "{\n  \"ConceptSets\": [\n    {\n    …
-#>  3     701322 Memantine       <Cohort>    "{\n  \"ConceptSets\": [\n    {\n    …
-#>  4     723013 Diazepam        <Cohort>    "{\n  \"ConceptSets\": [\n    {\n    …
-#>  5    1129625 Diphenhydramine <Cohort>    "{\n  \"ConceptSets\": [\n    {\n    …
-#>  6    1149196 Cetirizine      <Cohort>    "{\n  \"ConceptSets\": [\n    {\n    …
-#>  7    1149380 fluticasone     <Cohort>    "{\n  \"ConceptSets\": [\n    {\n    …
-#>  8    1150770 Astemizole      <Cohort>    "{\n  \"ConceptSets\": [\n    {\n    …
-#>  9    1150836 Terfenadine     <Cohort>    "{\n  \"ConceptSets\": [\n    {\n    …
-#> 10    1124300 Diclofenac      <Cohort>    "{\n  \"ConceptSets\": [\n    {\n    …
-#> # … with 81 more rows
-```
-
-The capr_cohort column of the dataframe is a list of Capr cohort object. The cohort_json column contains the json specifications for each cohort.
-
-``` r
-DatabaseConnector::disconnect(con)
-```
 
 # User Documentation
 
@@ -265,6 +31,7 @@ Documentation can be found on the [package website](https://ohdsi.github.io/Capr
 
 -   Vignette: [Using Capr](https://ohdsi.github.io/Capr/articles/Using-Capr.html)
 -   Vignette: [Examples](https://ohdsi.github.io/Capr/articles/Examples.html)
+-   Vignette: [Capr Components](https://ohdsi.github.io/Capr/articles/capr_objects.html)
 -   [Design Document](https://ohdsi.github.io/Capr/articles/capr_design.html)
 -   [Package manual](https://raw.githubusercontent.com/OHDSI/Capr/main/extras/Capr.pdf)
 
diff --git a/docs/404.html b/docs/404.html
index 8e77d518..3ff3c9eb 100644
--- a/docs/404.html
+++ b/docs/404.html
@@ -39,7 +39,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -61,6 +61,9 @@
     <li>
       <a href="articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/LICENSE.html b/docs/LICENSE.html
index d32362fd..4b209b03 100644
--- a/docs/LICENSE.html
+++ b/docs/LICENSE.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/articles/Capr-conceptSets.html b/docs/articles/Capr-conceptSets.html
index d30736e1..09d0f467 100644
--- a/docs/articles/Capr-conceptSets.html
+++ b/docs/articles/Capr-conceptSets.html
@@ -40,7 +40,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -62,6 +62,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -136,14 +139,16 @@ <h2 id="defining-a-concept-set">Defining a concept set<a class="anchor" aria-lab
 <span>           name <span class="op">=</span> <span class="st">"aceInhibitors"</span><span class="op">)</span></span>
 <span><span class="va">ace1</span></span>
 <span><span class="co">#&gt; -- &lt;Capr Concept Set&gt; aceInhibitors --------------------------------------------</span></span>
-<span><span class="co">#&gt; <span style="color: #949494;"># A tibble: 5 x 4</span></span></span>
-<span><span class="co">#&gt;   conceptId includeDescendants isExcluded includeMapped</span></span>
-<span><span class="co">#&gt;       <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>              <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>      <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">1</span>   1<span style="text-decoration: underline;">335</span>471 FALSE              FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">2</span>   1<span style="text-decoration: underline;">340</span>128 FALSE              FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">3</span>   1<span style="text-decoration: underline;">341</span>927 FALSE              FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">4</span>   1<span style="text-decoration: underline;">308</span>216 FALSE              FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">5</span>   1<span style="text-decoration: underline;">363</span>749 FALSE              FALSE      FALSE</span></span></code></pre></div>
+<span><span class="co">#&gt; <span style="color: #949494;"># A tibble: 5 x 9</span></span></span>
+<span><span class="co">#&gt;   conceptId conceptCode conceptName domainId vocabularyId standardConcept</span></span>
+<span><span class="co">#&gt;       <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>        <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>          </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">1</span>   1<span style="text-decoration: underline;">335</span>471 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">2</span>   1<span style="text-decoration: underline;">340</span>128 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">3</span>   1<span style="text-decoration: underline;">341</span>927 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">4</span>   1<span style="text-decoration: underline;">308</span>216 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">5</span>   1<span style="text-decoration: underline;">363</span>749 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #949494;"># i 3 more variables: includeDescendants &lt;lgl&gt;, isExcluded &lt;lgl&gt;,</span></span></span>
+<span><span class="co">#&gt; <span style="color: #949494;">#   includeMapped &lt;lgl&gt;</span></span></span></code></pre></div>
 </div>
 <div class="section level2">
 <h2 id="including-descendants">Including Descendants<a class="anchor" aria-label="anchor" href="#including-descendants"></a>
@@ -162,14 +167,16 @@ <h2 id="including-descendants">Including Descendants<a class="anchor" aria-label
 <span>           name <span class="op">=</span> <span class="st">"aceInhibitors"</span><span class="op">)</span></span>
 <span><span class="va">ace2</span></span>
 <span><span class="co">#&gt; -- &lt;Capr Concept Set&gt; aceInhibitors --------------------------------------------</span></span>
-<span><span class="co">#&gt; <span style="color: #949494;"># A tibble: 5 x 4</span></span></span>
-<span><span class="co">#&gt;   conceptId includeDescendants isExcluded includeMapped</span></span>
-<span><span class="co">#&gt;       <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>              <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>      <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">1</span>   1<span style="text-decoration: underline;">335</span>471 TRUE               FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">2</span>   1<span style="text-decoration: underline;">340</span>128 TRUE               FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">3</span>   1<span style="text-decoration: underline;">341</span>927 TRUE               FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">4</span>   1<span style="text-decoration: underline;">363</span>749 TRUE               FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">5</span>   1<span style="text-decoration: underline;">308</span>216 TRUE               FALSE      FALSE</span></span></code></pre></div>
+<span><span class="co">#&gt; <span style="color: #949494;"># A tibble: 5 x 9</span></span></span>
+<span><span class="co">#&gt;   conceptId conceptCode conceptName domainId vocabularyId standardConcept</span></span>
+<span><span class="co">#&gt;       <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>        <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>          </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">1</span>   1<span style="text-decoration: underline;">335</span>471 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">2</span>   1<span style="text-decoration: underline;">340</span>128 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">3</span>   1<span style="text-decoration: underline;">341</span>927 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">4</span>   1<span style="text-decoration: underline;">363</span>749 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">5</span>   1<span style="text-decoration: underline;">308</span>216 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #949494;"># i 3 more variables: includeDescendants &lt;lgl&gt;, isExcluded &lt;lgl&gt;,</span></span></span>
+<span><span class="co">#&gt; <span style="color: #949494;">#   includeMapped &lt;lgl&gt;</span></span></span></code></pre></div>
 </div>
 <div class="section level2">
 <h2 id="toggling-other-logic">Toggling other logic<a class="anchor" aria-label="anchor" href="#toggling-other-logic"></a>
@@ -182,14 +189,35 @@ <h2 id="toggling-other-logic">Toggling other logic<a class="anchor" aria-label="
 <span>           name <span class="op">=</span> <span class="st">"aceInhibitors"</span><span class="op">)</span></span>
 <span><span class="va">ace3</span></span>
 <span><span class="co">#&gt; -- &lt;Capr Concept Set&gt; aceInhibitors --------------------------------------------</span></span>
-<span><span class="co">#&gt; <span style="color: #949494;"># A tibble: 5 x 4</span></span></span>
-<span><span class="co">#&gt;   conceptId includeDescendants isExcluded includeMapped</span></span>
-<span><span class="co">#&gt;       <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>              <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>      <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">1</span>   1<span style="text-decoration: underline;">335</span>471 TRUE               FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">2</span>   1<span style="text-decoration: underline;">340</span>128 TRUE               FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">3</span>   1<span style="text-decoration: underline;">341</span>927 TRUE               FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">4</span>   1<span style="text-decoration: underline;">363</span>749 TRUE               FALSE      FALSE        </span></span>
-<span><span class="co">#&gt; <span style="color: #BCBCBC;">5</span>   1<span style="text-decoration: underline;">308</span>216 FALSE              TRUE       FALSE</span></span></code></pre></div>
+<span><span class="co">#&gt; <span style="color: #949494;"># A tibble: 5 x 9</span></span></span>
+<span><span class="co">#&gt;   conceptId conceptCode conceptName domainId vocabularyId standardConcept</span></span>
+<span><span class="co">#&gt;       <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>        <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>          </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">1</span>   1<span style="text-decoration: underline;">335</span>471 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">2</span>   1<span style="text-decoration: underline;">340</span>128 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">3</span>   1<span style="text-decoration: underline;">341</span>927 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">4</span>   1<span style="text-decoration: underline;">363</span>749 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #BCBCBC;">5</span>   1<span style="text-decoration: underline;">308</span>216 <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>          <span style="color: #949494;">""</span>       <span style="color: #949494;">""</span>           <span style="color: #949494;">""</span>             </span></span>
+<span><span class="co">#&gt; <span style="color: #949494;"># i 3 more variables: includeDescendants &lt;lgl&gt;, isExcluded &lt;lgl&gt;,</span></span></span>
+<span><span class="co">#&gt; <span style="color: #949494;">#   includeMapped &lt;lgl&gt;</span></span></span></code></pre></div>
+</div>
+<div class="section level2">
+<h2 id="fill-in-missing-concept-set-details">Fill in missing concept set details<a class="anchor" aria-label="anchor" href="#fill-in-missing-concept-set-details"></a>
+</h2>
+<p>By default, <code>Capr</code> puts in minimal information for the
+concept set, the concept id. However it is often helpful to fill out the
+remaining information of the concept using the OMOP vocabularies. To
+fill out the remaining information, a user needs to connect to a OMOP
+CDM to access the vocabulary information for the concept in the concept
+set. First we show a regular concept set, and the json it renders.</p>
+<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">diclofenac</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">1124300</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"diclofenac"</span><span class="op">)</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/base/cat.html" class="external-link">cat</a></span><span class="op">(</span><span class="fu"><a href="../reference/as.json.html">as.json</a></span><span class="op">(</span><span class="va">diclofenac</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<p>Now we add in the CDM connection to get the remaining
+information:</p>
+<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">con</span> <span class="op">&lt;-</span> <span class="fu">DatabaseConnector</span><span class="fu">::</span><span class="fu"><a href="https://ohdsi.github.io/DatabaseConnector/reference/connect.html" class="external-link">connect</a></span><span class="op">(</span><span class="fu">Eunomia</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/Eunomia/man/getEunomiaConnectionDetails.html" class="external-link">getEunomiaConnectionDetails</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span>
+<span><span class="va">diclofenac</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/getConceptSetDetails.html">getConceptSetDetails</a></span><span class="op">(</span><span class="va">diclofenac</span>, <span class="va">con</span>, vocabularyDatabaseSchema <span class="op">=</span> <span class="st">"main"</span><span class="op">)</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/base/cat.html" class="external-link">cat</a></span><span class="op">(</span><span class="fu"><a href="../reference/as.json.html">as.json</a></span><span class="op">(</span><span class="va">diclofenac</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
 </div>
   </div>
 
diff --git a/docs/articles/Examples.html b/docs/articles/Examples.html
index 746f3023..95445424 100644
--- a/docs/articles/Examples.html
+++ b/docs/articles/Examples.html
@@ -40,7 +40,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -62,6 +62,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -139,7 +142,7 @@ <h2 id="type-2-diabetes-mellitus">Type 2 diabetes mellitus<a class="anchor" aria
 <span></span>
 <span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
 <span>  entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
-<span>    <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span>,</span>
 <span>    observationWindow <span class="op">=</span> <span class="fu"><a href="../reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span>priorDays <span class="op">=</span> <span class="fl">365</span><span class="op">)</span></span>
 <span>  <span class="op">)</span>,</span>
 <span>  exit <span class="op">=</span> <span class="fu"><a href="../reference/exit.html">exit</a></span><span class="op">(</span></span>
@@ -164,12 +167,12 @@ <h2 id="type-2-diabetes-mellitus">Type 2 diabetes mellitus<a class="anchor" aria
 <span></span>
 <span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
 <span>  entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
-<span>    <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span>,</span>
 <span>    observationWindow <span class="op">=</span> <span class="fu"><a href="../reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span>priorDays <span class="op">=</span> <span class="fl">365</span><span class="op">)</span></span>
 <span>  <span class="op">)</span>,</span>
 <span>  attrition <span class="op">=</span> <span class="fu"><a href="../reference/attrition.html">attrition</a></span><span class="op">(</span></span>
-<span>    <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs1</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span>,</span>
-<span>    <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs2</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs1</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs2</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
 <span>  <span class="op">)</span>,</span>
 <span>  exit <span class="op">=</span> <span class="fu"><a href="../reference/exit.html">exit</a></span><span class="op">(</span></span>
 <span>    endStrategy <span class="op">=</span> <span class="fu"><a href="../reference/observationExit.html">observationExit</a></span><span class="op">(</span><span class="op">)</span></span>
@@ -200,18 +203,18 @@ <h2 id="type-2-diabetes-mellitus">Type 2 diabetes mellitus<a class="anchor" aria
 <span></span>
 <span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
 <span>  entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
-<span>    <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span>,</span>
-<span>    <span class="fu"><a href="../reference/drug.html">drug</a></span><span class="op">(</span><span class="va">cs4</span><span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/drugExposure.html">drugExposure</a></span><span class="op">(</span><span class="va">cs4</span><span class="op">)</span>,</span>
 <span>    <span class="fu"><a href="../reference/measurement.html">measurement</a></span><span class="op">(</span><span class="va">cs3</span>, <span class="fu"><a href="../reference/valueAsNumber.html">valueAsNumber</a></span><span class="op">(</span><span class="fu"><a href="../reference/bt.html">bt</a></span><span class="op">(</span><span class="fl">6.5</span>, <span class="fl">30</span><span class="op">)</span><span class="op">)</span>, <span class="fu"><a href="../reference/unit.html">unit</a></span><span class="op">(</span><span class="st">"%"</span><span class="op">)</span><span class="op">)</span>,</span>
 <span>    <span class="fu"><a href="../reference/measurement.html">measurement</a></span><span class="op">(</span><span class="va">cs3</span>, <span class="fu"><a href="../reference/valueAsNumber.html">valueAsNumber</a></span><span class="op">(</span><span class="fu"><a href="../reference/bt.html">bt</a></span><span class="op">(</span><span class="fl">48</span>, <span class="fl">99</span><span class="op">)</span><span class="op">)</span>, <span class="fu"><a href="../reference/unit.html">unit</a></span><span class="op">(</span><span class="st">"mmol/mol"</span><span class="op">)</span><span class="op">)</span>,</span>
 <span>    observationWindow <span class="op">=</span> <span class="fu"><a href="../reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span>priorDays <span class="op">=</span> <span class="fl">365</span><span class="op">)</span></span>
 <span>  <span class="op">)</span>,</span>
 <span>  attrition <span class="op">=</span> <span class="fu"><a href="../reference/attrition.html">attrition</a></span><span class="op">(</span></span>
 <span>    <span class="st">'no T1D'</span> <span class="op">=</span> <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
-<span>      <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs1</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
+<span>      <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs1</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
 <span>      <span class="op">)</span>,</span>
 <span>    <span class="st">'no secondary diabettes'</span> <span class="op">=</span> <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
-<span>      <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs2</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
+<span>      <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs2</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
 <span>    <span class="op">)</span></span>
 <span>  <span class="op">)</span>,</span>
 <span>  exit <span class="op">=</span> <span class="fu"><a href="../reference/exit.html">exit</a></span><span class="op">(</span></span>
@@ -230,7 +233,7 @@ <h2 id="type-1-diabetes-mellitus">Type 1 diabetes mellitus<a class="anchor" aria
 <span></span>
 <span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
 <span>  entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
-<span>    <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span>,</span>
 <span>    observationWindow <span class="op">=</span> <span class="fu"><a href="../reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span>priorDays <span class="op">=</span> <span class="fl">365</span><span class="op">)</span></span>
 <span>  <span class="op">)</span></span>
 <span><span class="op">)</span></span></code></pre></div>
@@ -253,12 +256,12 @@ <h2 id="type-1-diabetes-mellitus">Type 1 diabetes mellitus<a class="anchor" aria
 <span></span>
 <span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
 <span>  entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
-<span>    <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs1</span><span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs1</span><span class="op">)</span>,</span>
 <span>    observationWindow <span class="op">=</span> <span class="fu"><a href="../reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span>priorDays <span class="op">=</span> <span class="fl">365</span><span class="op">)</span></span>
 <span>  <span class="op">)</span>,</span>
 <span>  attrition <span class="op">=</span> <span class="fu"><a href="../reference/attrition.html">attrition</a></span><span class="op">(</span></span>
-<span>    <span class="st">"no prior T2DM"</span> <span class="op">=</span> <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span>,</span>
-<span>    <span class="st">"no prior secondary T1DM"</span> <span class="op">=</span> <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs2</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="st">"no prior T2DM"</span> <span class="op">=</span> <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span>,</span>
+<span>    <span class="st">"no prior secondary T1DM"</span> <span class="op">=</span> <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs2</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
 <span>  <span class="op">)</span></span>
 <span><span class="op">)</span></span></code></pre></div>
 </div>
@@ -273,7 +276,7 @@ <h2 id="atrial-fibrillation">Atrial Fibrillation<a class="anchor" aria-label="an
 <span><span class="va">cs0</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">313217</span><span class="op">)</span>,</span>
 <span>          name <span class="op">=</span> <span class="st">"Atrial fibrillation"</span><span class="op">)</span></span>
 <span></span>
-<span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span><span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span><span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">cs0</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
 <p><strong>Persons with atrial fibrillation per Subramanya et al
 2021</strong></p>
 <p><a href="https://atlas-phenotype.ohdsi.org/#/cohortdefinition/94" class="external-link uri">https://atlas-phenotype.ohdsi.org/#/cohortdefinition/94</a></p>
@@ -290,13 +293,13 @@ <h2 id="atrial-fibrillation">Atrial Fibrillation<a class="anchor" aria-label="an
 <span></span>
 <span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
 <span>  entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
-<span>    <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">afib</span>,</span>
+<span>    <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">afib</span>,</span>
 <span>      <span class="fu"><a href="../reference/nestedWithAny.html">nestedWithAny</a></span><span class="op">(</span></span>
 <span>        <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fu"><a href="../reference/visit.html">visit</a></span><span class="op">(</span><span class="va">ip</span><span class="op">)</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span>, <span class="fu"><a href="../reference/eventEnds.html">eventEnds</a></span><span class="op">(</span><span class="fl">0</span>, <span class="cn">Inf</span><span class="op">)</span><span class="op">)</span><span class="op">)</span>,</span>
 <span>        <span class="fu"><a href="../reference/nestedWithAll.html">nestedWithAll</a></span><span class="op">(</span></span>
 <span>          <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fu"><a href="../reference/visit.html">visit</a></span><span class="op">(</span><span class="va">op</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span>, <span class="fu"><a href="../reference/eventEnds.html">eventEnds</a></span><span class="op">(</span><span class="fl">0</span>, <span class="cn">Inf</span><span class="op">)</span><span class="op">)</span>,</span>
 <span>            <span class="fu"><a href="../reference/nestedWithAll.html">nestedWithAll</a></span><span class="op">(</span></span>
-<span>              <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">afib</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="fl">7</span>, <span class="fl">365</span><span class="op">)</span><span class="op">)</span>,</span>
+<span>              <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">afib</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="fl">7</span>, <span class="fl">365</span><span class="op">)</span><span class="op">)</span>,</span>
 <span>                <span class="fu"><a href="../reference/nestedWithAll.html">nestedWithAll</a></span><span class="op">(</span></span>
 <span>                  <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fu"><a href="../reference/visit.html">visit</a></span><span class="op">(</span><span class="va">op</span>, <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span>, <span class="fu"><a href="../reference/eventEnds.html">eventEnds</a></span><span class="op">(</span><span class="fl">0</span>, <span class="cn">Inf</span><span class="op">)</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
 <span>                <span class="op">)</span></span>
diff --git a/docs/articles/Using-Capr.html b/docs/articles/Using-Capr.html
index e7768036..5caa98b9 100644
--- a/docs/articles/Using-Capr.html
+++ b/docs/articles/Using-Capr.html
@@ -40,7 +40,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -62,6 +62,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -143,7 +146,7 @@ <h2 id="building-a-concept-set">Building a concept set<a class="anchor" aria-lab
 <div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://ohdsi.github.io/Capr" class="external-link">Capr</a></span><span class="op">)</span></span>
 <span></span>
-<span><span class="va">GIBleed</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">192671</span><span class="op">)</span><span class="op">)</span></span>
+<span><span class="va">GIBleed</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">192671</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"GIbleed"</span><span class="op">)</span></span>
 <span></span>
 <span><span class="va">GIBleed</span></span></code></pre></div>
 <p>The GIBleed concept set will include all descendants of the
@@ -159,7 +162,7 @@ <h2 id="creating-a-cohort">Creating a cohort<a class="anchor" aria-label="anchor
 <div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">giBleedCohort</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
 <span>  entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
-<span>    <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">GIBleed</span><span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">GIBleed</span><span class="op">)</span>,</span>
 <span>    observationWindow <span class="op">=</span> <span class="fu"><a href="../reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span><span class="fl">0L</span>, <span class="fl">0L</span><span class="op">)</span>,</span>
 <span>    primaryCriteriaLimit <span class="op">=</span> <span class="st">"First"</span></span>
 <span>  <span class="op">)</span>,</span>
diff --git a/docs/articles/capr_design.html b/docs/articles/capr_design.html
index 371b3490..2f973470 100644
--- a/docs/articles/capr_design.html
+++ b/docs/articles/capr_design.html
@@ -40,7 +40,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -62,6 +62,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -464,7 +467,7 @@ <h5 id="query">1) Query<a class="anchor" aria-label="anchor" href="#query"></a>
 CDM. For example:</p>
 <div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="../reference/visit.html">visit</a></span><span class="op">(</span><span class="va">conceptSet</span>, <span class="va">...</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">concept</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
+<span><span class="fu"><a href="https://ohdsi.github.io/Capr/reference/condition.html" class="external-link">condition</a></span><span class="op">(</span><span class="va">concept</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
 <p>The conceptSet input takes on a a concept set built from the cs
 command. The dots argument is where the user can supply attributes that
 contextualize the query to a specific subpopulation.</p>
@@ -491,9 +494,9 @@ <h5 id="attribute">2) Attribute<a class="anchor" aria-label="anchor" href="#attr
 <p>An example of using an attribute within a query is shown in code
 snippet 4:</p>
 <div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">201826L</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T2D"</span><span class="op">)</span>, <span class="fu"><a href="../reference/attributes.html">male</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">201826L</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T2D"</span><span class="op">)</span>, <span class="fu"><a href="../reference/age.html">age</a></span><span class="op">(</span><span class="fu"><a href="../reference/gte.html">gte</a></span><span class="op">(</span><span class="fl">18</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">201826L</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T2D"</span><span class="op">)</span>, <span class="fu"><a href="https://dplyr.tidyverse.org/reference/nth.html" class="external-link">first</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<code class="sourceCode R"><span><span class="fu"><a href="https://ohdsi.github.io/Capr/reference/condition.html" class="external-link">condition</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">201826L</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T2D"</span><span class="op">)</span>, <span class="fu"><a href="../reference/attributes.html">male</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span>
+<span><span class="fu"><a href="https://ohdsi.github.io/Capr/reference/condition.html" class="external-link">condition</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">201826L</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T2D"</span><span class="op">)</span>, <span class="fu"><a href="../reference/age.html">age</a></span><span class="op">(</span><span class="fu"><a href="../reference/gte.html">gte</a></span><span class="op">(</span><span class="fl">18</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
+<span><span class="fu"><a href="https://ohdsi.github.io/Capr/reference/condition.html" class="external-link">condition</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">201826L</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T2D"</span><span class="op">)</span>, <span class="fu">first</span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
 <p>The first example in code snippet 4 utilizes a concept attribute. The
 <code><a href="../reference/attributes.html">male()</a></code> function automatically maps the concept to the male
 concept id. Other concept attribute functions will have mappers and
@@ -558,7 +561,7 @@ <h5 id="criteria">3) Criteria<a class="anchor" aria-label="anchor" href="#criter
 criteria call:</p>
 <div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, </span>
-<span>        query <span class="op">=</span> <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">201826L</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T2D"</span><span class="op">)</span><span class="op">)</span>,</span>
+<span>        query <span class="op">=</span> <span class="fu"><a href="https://ohdsi.github.io/Capr/reference/condition.html" class="external-link">condition</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">201826L</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T2D"</span><span class="op">)</span><span class="op">)</span>,</span>
 <span>        aperture <span class="op">=</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span><span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="op">-</span><span class="fl">1</span><span class="op">)</span><span class="op">)</span></span>
 <span>        <span class="op">)</span></span></code></pre></div>
 <p>A note for the criteria is that its meaning is tethered to an event
diff --git a/docs/articles/capr_objects.html b/docs/articles/capr_objects.html
new file mode 100644
index 00000000..da400225
--- /dev/null
+++ b/docs/articles/capr_objects.html
@@ -0,0 +1,708 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<head>
+<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
+<meta charset="utf-8">
+<meta http-equiv="X-UA-Compatible" content="IE=edge">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Capr Objects • Capr</title>
+<!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png">
+<link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png">
+<link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png">
+<link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png">
+<link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png">
+<link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/cosmo/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
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+      <h1 data-toc-skip>Capr Objects</h1>
+            
+      
+      <small class="dont-index">Source: <a href="https://github.com/OHDSI/Capr/blob/HEAD/vignettes/capr_objects.Rmd" class="external-link"><code>vignettes/capr_objects.Rmd</code></a></small>
+      <div class="hidden name"><code>capr_objects.Rmd</code></div>
+
+    </div>
+
+    
+    
+<div class="section level2">
+<h2 id="intro">Intro<a class="anchor" aria-label="anchor" href="#intro"></a>
+</h2>
+<p><code>Capr</code> allows users to build OHDSI cohort definitions in R
+outside of ATLAS. <code>Capr</code>, like ATLAS, uses the same
+underlying software <code>circe-be</code> to compose the cohort logic
+into an actionable query. Therefore we must understand sub-components of
+the cohort definition, in order to properly apply them to our cohort
+construction. There are three main sub-components that drive building of
+the cohort logic: 1) query, 2) criteria and 3) group. In this vignette,
+we will describe the purpose of each sub-component and demonstrate the
+<code>Capr</code> commands to invoke these structures.</p>
+</div>
+<div class="section level2">
+<h2 id="query">Query<a class="anchor" aria-label="anchor" href="#query"></a>
+</h2>
+<div class="section level3">
+<h3 id="definition">Definition<a class="anchor" aria-label="anchor" href="#definition"></a>
+</h3>
+<p>The <em>query</em> is a <code>circe-be</code> construct that defines
+which concepts to extract from which domain table in the OMOP CDM. In
+basic terms it is finding the persons that have a particular code in the
+data. Through a more technical lens, the query is supplying the
+<strong>WHERE</strong> and <strong>FROM</strong> logic in portions of
+the SQL script. Ultimately the logic we construct in <code>Capr</code>
+or ATLAS render a standardized SQL script that finds persons in the
+database, of which the query is vital in providing the code sets to
+search from. The <em>query</em> will be found all over the cohort
+definition. Whenever we need to apply a concept set, it will be through
+a <em>query</em>. In <code>Capr</code> the <em>query</em> function is
+specified based on the domain tables available in the CDM. The table
+below provides the mapping between the OMOP domain and the the
+<code>Capr</code> function call.</p>
+<table class="table">
+<thead><tr class="header">
+<th align="left">OMOP Domain</th>
+<th align="left">Capr Function</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">DrugExposure</td>
+<td align="left">drugExposure</td>
+</tr>
+<tr class="even">
+<td align="left">DrugEra</td>
+<td align="left">drugEra</td>
+</tr>
+<tr class="odd">
+<td align="left">ConditionOccurrence</td>
+<td align="left">conditionOccurrence</td>
+</tr>
+<tr class="even">
+<td align="left">ConditionEra</td>
+<td align="left">conditionEra</td>
+</tr>
+<tr class="odd">
+<td align="left">ProcedureOccurrence</td>
+<td align="left">procedure</td>
+</tr>
+<tr class="even">
+<td align="left">Measurement</td>
+<td align="left">measurement</td>
+</tr>
+<tr class="odd">
+<td align="left">VisitOccurrence</td>
+<td align="left">visit</td>
+</tr>
+<tr class="even">
+<td align="left">Observation</td>
+<td align="left">observation</td>
+</tr>
+<tr class="odd">
+<td align="left">Death</td>
+<td align="left">death</td>
+</tr>
+</tbody>
+</table>
+</div>
+<div class="section level3">
+<h3 id="example">Example<a class="anchor" aria-label="anchor" href="#example"></a>
+</h3>
+<p>A simple example of how to use a query in <code>Capr</code> can be
+seen below:</p>
+<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">t1dConceptSet</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">195771</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T1D"</span><span class="op">)</span></span>
+<span><span class="va">t1dQuery</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">t1dConceptSet</span><span class="op">)</span></span></code></pre></div>
+<p>With our query we can apply this in a variety of places within the
+cohort definition. Below we give an example of a cohort of persons
+starting on metformin as our index event, where they could not have been
+diagnosed with Type 1 Diabetes any time prior.</p>
+<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">metforminConceptSet</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">1503297</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"metformin"</span><span class="op">)</span></span>
+<span><span class="va">t1dConceptSet</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">195771</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T1D"</span><span class="op">)</span></span>
+<span></span>
+<span><span class="va">metforminCohort</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
+<span>  entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
+<span>    <span class="co"># metformin drug query as index event</span></span>
+<span>    <span class="fu"><a href="../reference/drugExposure.html">drugExposure</a></span><span class="op">(</span><span class="va">metforminConceptSet</span>, <span class="fu"><a href="../reference/firstOccurrence.html">firstOccurrence</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span>, </span>
+<span>    observationWindow <span class="op">=</span> <span class="fu"><a href="../reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span>priorDays <span class="op">=</span> <span class="op">-</span><span class="fl">365</span>, postDays <span class="op">=</span> <span class="fl">365L</span><span class="op">)</span>,</span>
+<span>    primaryCriteriaLimit <span class="op">=</span> <span class="st">"All"</span></span>
+<span>  <span class="op">)</span>,</span>
+<span>  attrition <span class="op">=</span> <span class="fu"><a href="../reference/attrition.html">attrition</a></span><span class="op">(</span></span>
+<span>    <span class="st">'noT1d'</span> <span class="op">=</span> <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
+<span>      <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span></span>
+<span>        x <span class="op">=</span> <span class="fl">0</span>, </span>
+<span>        <span class="co"># query for t1d occurrence to exclude patients</span></span>
+<span>        query <span class="op">=</span> <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">t1dConceptSet</span><span class="op">)</span>, </span>
+<span>        aperture <span class="op">=</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>          startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>, b <span class="op">=</span> <span class="fl">0</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span></span>
+<span>        <span class="op">)</span></span>
+<span>      <span class="op">)</span></span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span>,</span>
+<span>  exit <span class="op">=</span> <span class="fu"><a href="../reference/exit.html">exit</a></span><span class="op">(</span></span>
+<span>    endStrategy <span class="op">=</span> <span class="fu"><a href="../reference/observationExit.html">observationExit</a></span><span class="op">(</span><span class="op">)</span>,</span>
+<span>    censor <span class="op">=</span> <span class="fu"><a href="../reference/censoringEvents.html">censoringEvents</a></span><span class="op">(</span></span>
+<span>      <span class="co">#exit based on observence of t1d condition</span></span>
+<span>      <span class="co"># query for t1d occurrence for censor</span></span>
+<span>      <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">t1dConceptSet</span><span class="op">)</span> </span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+<p>Notice that the <em>query</em> is applied all over this cohort
+definition. The metformin query sets the concept set to use as the index
+event. The Type 1 Diabetes (T1D) query sets the attrition of the
+patients identified at index who should be excluded for having the
+condition. The T1D query also sets the exit from cohort. The cohort ends
+when the person has no more observation time in the database or they
+have been diagnosed with T1D. Remember the <em>query</em> is infusing
+the concept sets into the cohort logic based on which domain to search
+for codes in person healthcare records.</p>
+</div>
+<div class="section level3">
+<h3 id="attributes">Attributes<a class="anchor" aria-label="anchor" href="#attributes"></a>
+</h3>
+<p>The <em>query</em> is often contextualized by an attribute. For
+example in the cohort above, we are searching for metformin in the drug
+exposure table given it has occurred for the first time in the person
+history. The attribute is a object that modifies queries by filtering
+records based on the presence of another parameter. Attributes can be
+based on person information (such as gender, race, or age), time based
+(observation at a certain time window), domain based (presence of a code
+in a different column of the same domain), or event based (based on the
+observation of another event occurring). We will go into more details on
+different attributes in a different vignette. In <code>Capr</code> as
+many attributes can be attached within the query after providing the
+concept set. Example below:</p>
+<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">t1dConceptSet</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">195771</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"T1D"</span><span class="op">)</span></span>
+<span></span>
+<span><span class="va">maleT1D</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">t1dConceptSet</span>, <span class="fu"><a href="../reference/attributes.html">male</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span>
+<span><span class="va">maleT1D18andOlder</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">t1dConceptSet</span>, <span class="fu"><a href="../reference/attributes.html">male</a></span><span class="op">(</span><span class="op">)</span>, <span class="fu"><a href="../reference/age.html">age</a></span><span class="op">(</span><span class="fu"><a href="../reference/gte.html">gte</a></span><span class="op">(</span><span class="fl">18</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
+<span><span class="va">maleT1D18andOlderFirstDx</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span></span>
+<span>  <span class="va">t1dConceptSet</span>, <span class="fu"><a href="../reference/attributes.html">male</a></span><span class="op">(</span><span class="op">)</span>, <span class="fu"><a href="../reference/age.html">age</a></span><span class="op">(</span><span class="fu"><a href="../reference/gte.html">gte</a></span><span class="op">(</span><span class="fl">18</span><span class="op">)</span><span class="op">)</span>, <span class="fu"><a href="../reference/firstOccurrence.html">firstOccurrence</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<p>One special type of attribute is a nested query. This construct is
+more complex and requires understanding of the <em>criteria</em> and
+<em>group</em> objects. We will return to this idea later in this
+vignette.</p>
+</div>
+</div>
+<div class="section level2">
+<h2 id="criteria">Criteria<a class="anchor" aria-label="anchor" href="#criteria"></a>
+</h2>
+<div class="section level3">
+<h3 id="definition-1">Definition<a class="anchor" aria-label="anchor" href="#definition-1"></a>
+</h3>
+<p>A <em>criteria</em> object is one that enumerates the presence or
+absence of an event within a window of observation relative to an index
+point. The index point may be the entry event of the cohort definition.
+It could also be a prior event if we are building a nested query. The
+purpose of this object is to count whether a person has experienced
+certain events that would either include or exclude them from the
+cohort. Its easiest to show a <em>criteria</em> using a figure. Say
+relative from index we want to see two exposures of a drug within 365
+days and 30 days before index. Those that fit that criteria remain in
+the cohort, those that do not are excluded from the cohort. See the
+figure below as an example:</p>
+<div class="figure">
+<img src="images/criteria_example.png" alt=""><p class="caption">Example of Criteria</p>
+</div>
+<p>When building a <em>criteria</em> object the user needs: 1) a query,
+2) an operator that specifies the number of times a query is observed
+(occurrences), and 3) a time window which we call the aperture. Using
+the figure as an example, think of the stars as the query, the number of
+stars as the occurrences, and the box as the aperture. We could orient
+this idea around the index event in a variety of different ways.</p>
+</div>
+<div class="section level3">
+<h3 id="example-1">Example<a class="anchor" aria-label="anchor" href="#example-1"></a>
+</h3>
+<p>With this definition in mind, let us build an example of a
+<em>criteria</em> object that reflects the image above.</p>
+<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">atenololConceptSet</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">1314002</span><span class="op">)</span>, <span class="va">name</span> <span class="op">-</span> <span class="st">"atenolol"</span><span class="op">)</span></span>
+<span></span>
+<span><span class="va">atenololCriteria</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span></span>
+<span>  x <span class="op">=</span> <span class="fl">2</span>, </span>
+<span>  query <span class="op">=</span> <span class="fu"><a href="../reference/drugExposure.html">drugExposure</a></span><span class="op">(</span><span class="va">atenololConceptSet</span><span class="op">)</span>,</span>
+<span>  aperture <span class="op">=</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>    startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="fl">365</span>, b <span class="op">=</span> <span class="op">-</span><span class="fl">30</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span></span>
+<span>  <span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+<p>This <em>criteria</em> specifies that we must observe at least 2 drug
+exposures of atenolol within 365 days and 30 days before the index start
+date. By itself, a <em>criteria</em> makes little sense. It must sit
+within the context of the entire cohort definition, where an index event
+has been specified. In <code>Capr</code> the <em>criteria</em> object is
+called in three ways: <code>atLeast</code>, <code>atMost</code> and
+<code>exactly</code>. The <em>criteria</em> object in <code>Capr</code>
+is contextualized by the number of occurrences of the query for its
+function call. If we wanted to have exactly 2 drug exposures of atenolol
+or at most 2 drug exposures they can be done as shown below.</p>
+<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">atenololConceptSet</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">1314002</span><span class="op">)</span>, <span class="va">name</span> <span class="op">-</span> <span class="st">"atenolol"</span><span class="op">)</span></span>
+<span></span>
+<span><span class="va">atenololCriteriaA</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span></span>
+<span>  x <span class="op">=</span> <span class="fl">2</span>, </span>
+<span>  query <span class="op">=</span> <span class="fu"><a href="../reference/drugExposure.html">drugExposure</a></span><span class="op">(</span><span class="va">atenololConceptSet</span><span class="op">)</span>,</span>
+<span>  aperture <span class="op">=</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>    startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="fl">365</span>, b <span class="op">=</span> <span class="op">-</span><span class="fl">30</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span></span>
+<span>  <span class="op">)</span></span>
+<span><span class="op">)</span></span>
+<span></span>
+<span><span class="va">atenololCriteriaB</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/atMost.html">atMost</a></span><span class="op">(</span></span>
+<span>  x <span class="op">=</span> <span class="fl">2</span>, </span>
+<span>  query <span class="op">=</span> <span class="fu"><a href="../reference/drugExposure.html">drugExposure</a></span><span class="op">(</span><span class="va">atenololConceptSet</span><span class="op">)</span>,</span>
+<span>  aperture <span class="op">=</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>    startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="fl">365</span>, b <span class="op">=</span> <span class="op">-</span><span class="fl">30</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span></span>
+<span>  <span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+</div>
+<div class="section level3">
+<h3 id="aperture">Aperture<a class="anchor" aria-label="anchor" href="#aperture"></a>
+</h3>
+<p>An important part of the <em>criteria</em> object is providing the
+temporal context to enumerating the occurrences of the query. In
+<code>Capr</code> we term this interval relative to index as the
+aperture. It is the opening in the patient timeline at which we are
+enumerating the event of interest. An aperture can view when an event
+starts and when the event ends. For both event start and event end, we
+define a window for which the event is observed. Below we illustrate a
+few examples of building an aperture and then show the corresponding the
+<code>Capr</code> code.</p>
+<p><img src="images/aperture1.png" alt="Example 1: Retrospective Start Window"> In this first example we
+are observing when an event starts between time of 365 to 30 days before
+the index start date. To build this aperture we use the following
+<code>Capr</code> code:</p>
+<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">aperture1</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>  startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="fl">365</span>, b <span class="op">=</span> <span class="op">-</span><span class="fl">30</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+<p>Notice that we define the anchor for our index, either the index
+start date or the index end date. More times than not this will be the
+index start date.</p>
+<p><img src="images/aperture2.png" alt="Example 2: Retrospective Start Window all time prior"> This next
+example is similar to the first, however now we have an unbounded event
+window. In this case the event start must be between any time before and
+30 days before the index start date. In <code>Capr</code> we can always
+create an unbounded event window by using the <code>Inf</code> operator
+in our code, as shown below.</p>
+<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">aperture2</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>  startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>, b <span class="op">=</span> <span class="op">-</span><span class="fl">30</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+<p><img src="images/aperture3.png" alt="Example 3: Start window including future time"> Our next example
+provides an instance where we want our event window to utilize future
+time. Normally we want to observe an event prior to index. On occasion
+we can allow for an event to take place after index. The
+<code>Capr</code> code to build this aperture is shown below:</p>
+<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">aperture3</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>  startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="fl">30</span>, b <span class="op">=</span> <span class="fl">30</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+<p><img src="images/aperture4.png" alt="Example 4: Start and end window in aperture"> Our final example
+shows a scenario when we want the aperture to be constrained by both a
+start window and end window. The end window is considering observation
+of the end of the event. Say for example the event era starts with an
+exposure to a drug and end is when the person stops taking the drug. If
+the interest is the full time the person was encountering this medical
+event we need to create both a start and end window in the aperture. The
+<code>Capr</code> code below would replicate the concept from the
+figure.</p>
+<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">aperture4</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>  startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="fl">365</span>, b <span class="op">=</span> <span class="op">-</span><span class="fl">30</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span>,</span>
+<span>  endWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventEnds.html">eventEnds</a></span><span class="op">(</span>a <span class="op">=</span> <span class="fl">30</span>, b <span class="op">=</span> <span class="fl">365</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+<p>An aperture has two more potential toggles: a) restrict event to the
+same visit and b) allow events outside the observation period. By
+default these options are toggled as <code>FALSE</code>, so they do not
+need to be defined in the <code>Capr</code> code unless made
+<code>TRUE</code>. These are more advanced options in cohort building.
+To use the we add this to aperture example 4 to show a full set of
+options for an aperture in <code>Capr</code>:</p>
+<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">aperture5</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>  startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="fl">365</span>, b <span class="op">=</span> <span class="op">-</span><span class="fl">30</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span>,</span>
+<span>  endWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventEnds.html">eventEnds</a></span><span class="op">(</span>a <span class="op">=</span> <span class="fl">30</span>, b <span class="op">=</span> <span class="fl">365</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span>,</span>
+<span>  restrictVisit <span class="op">=</span> <span class="cn">TRUE</span>,</span>
+<span>  ignoreObservationPeriod <span class="op">=</span> <span class="cn">TRUE</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+</div>
+</div>
+<div class="section level2">
+<h2 id="group">Group<a class="anchor" aria-label="anchor" href="#group"></a>
+</h2>
+<div class="section level3">
+<h3 id="definition-2">Definition<a class="anchor" aria-label="anchor" href="#definition-2"></a>
+</h3>
+<p>A <em>group</em> object is one that binds multiple criteria and
+sub-groups as a single expression. This is a very powerful construction
+because it allows us to build all sorts of complexity in our cohort
+definition. A <em>group</em> must have an operator informing how many
+<em>criteria</em> must be <code>TRUE</code> in order for the person to
+enter the cohort. In <code>Capr</code> the options available to build a
+group are: <code>withAll</code>, <code>withAny</code>,
+<code>withAtLeast</code> and <code>withAtMost</code>. The functions are
+meant to be intuitive in terms of logic building. <code>withAll</code>
+indicates all the criteria must be <code>TRUE</code> for the person to
+remain in the cohort. <code>withAny</code> indicates any one of the
+<em>criteria</em> needs to be <code>TRUE</code>. The functions
+<code>withAtLeast</code> and <code>withAtMost</code> require an integer
+to determine how many <em>criteria</em> must be <code>TRUE</code>.</p>
+</div>
+<div class="section level3">
+<h3 id="example-2">Example<a class="anchor" aria-label="anchor" href="#example-2"></a>
+</h3>
+<p>To show the idea of a <em>group</em> let us consider a very
+complicated cohort, like the <a href="https://www.phekb.org/phenotype/type-2-diabetes-mellitus" class="external-link">PheKB
+T2D case algorithm</a>. To consider a person to be a case of T2D, any
+one of 5 pathways needs to be <code>TRUE</code>.</p>
+<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">t2dAlgo</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/withAny.html">withAny</a></span><span class="op">(</span></span>
+<span>  <span class="co"># Path 1: 0 T2Dx + 1 T2Rx + 1 abLab</span></span>
+<span>  <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
+<span>    <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, </span>
+<span>            <span class="va">t2d</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">t2dDrug</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/withAny.html">withAny</a></span><span class="op">(</span></span>
+<span>      <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>              <span class="va">abLabHb</span>, </span>
+<span>              <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>      <span class="op">)</span>,</span>
+<span>      <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>              <span class="va">abLabRan</span>, </span>
+<span>              <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>      <span class="op">)</span>,</span>
+<span>      <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>              <span class="va">abLabFast</span>, </span>
+<span>              <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>      <span class="op">)</span></span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span>,</span>
+<span>  <span class="co">#Path 2: 1 T2Dx + 0 T1Rx + 0 T2Rx + 1 AbLab</span></span>
+<span>  <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">t2d</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, </span>
+<span>            <span class="va">t1dDrug</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, </span>
+<span>            <span class="va">t2dDrug</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/withAny.html">withAny</a></span><span class="op">(</span></span>
+<span>      <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>              <span class="va">abLabHb</span>, </span>
+<span>              <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>      <span class="op">)</span>,</span>
+<span>      <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>              <span class="va">abLabRan</span>, </span>
+<span>              <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>      <span class="op">)</span>,</span>
+<span>      <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>              <span class="va">abLabFast</span>, </span>
+<span>              <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>      <span class="op">)</span></span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span>,</span>
+<span>  <span class="co">#Path 3: 1 T2Dx + 0 T1Rx + 1 T2Rx</span></span>
+<span>  <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">t2d</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, </span>
+<span>            <span class="va">t1dDrug</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">t2dDrug</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span>,</span>
+<span>  <span class="co">#Path 4: 1 T2Dx + 1 T1Rx + 1 T1Rx|T2Rx</span></span>
+<span>  <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">t2d</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">t1dDrug</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">t1dDrugWT2Drug</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span>,</span>
+<span>  <span class="co">#Path 5: 1 T2Dx  + 1 T1Rx + 0 T2Rx + 2 T2Dx</span></span>
+<span>  <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">t2d</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">t1dDrug</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, </span>
+<span>            <span class="va">t2dDrug</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">2</span>, </span>
+<span>            <span class="va">t2d</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+<p>Each pathway is complex and require multiple criteria to determine a
+T2D case. The <em>group</em> allows us to bundle multiple ideas together
+to build one complex expression.</p>
+</div>
+<div class="section level3">
+<h3 id="notes">Notes<a class="anchor" aria-label="anchor" href="#notes"></a>
+</h3>
+<p>Now that we have introduced the <em>criteria</em> and <em>group</em>,
+there are a few important comments on how these objects are used within
+<code>circe-be</code>.</p>
+<p><strong>1) Criteria must be placed within a group</strong></p>
+<p>A <em>criteria</em> can not be used on its own, it must be wrapped in
+a <em>group</em>. Even if only one <em>criteria</em> is needed, still
+wrap it in a <em>group</em>. An example would be:</p>
+<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">noT1d</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
+<span>  <span class="co"># criteria: no t1d prior</span></span>
+<span>  <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span></span>
+<span>    x <span class="op">=</span> <span class="fl">0</span>, </span>
+<span>    query <span class="op">=</span> <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">t1dConceptSet</span><span class="op">)</span>, </span>
+<span>    aperture <span class="op">=</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>      startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>, b <span class="op">=</span> <span class="fl">0</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span></span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span></span>
+<span><span class="op">)</span></span>
+<span><span class="co"># wrap this in a group withAll</span></span></code></pre></div>
+<p>Further to this point, a single attrition rule is a <em>group</em>.
+The example of <code>noT1d</code> above would be a single rule in the
+cohort attrition. This is how we would apply it:</p>
+<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">cohort</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
+<span>  entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
+<span>    <span class="co"># index event....</span></span>
+<span>  <span class="op">)</span>,</span>
+<span>  attrition <span class="op">=</span> <span class="fu"><a href="../reference/attrition.html">attrition</a></span><span class="op">(</span></span>
+<span>    <span class="st">'noT1d'</span> <span class="op">=</span> <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
+<span>      <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span></span>
+<span>        x <span class="op">=</span> <span class="fl">0</span>, </span>
+<span>        <span class="co"># query for t1d occurrence to exclude patients</span></span>
+<span>        query <span class="op">=</span> <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">t1dConceptSet</span><span class="op">)</span>, </span>
+<span>        aperture <span class="op">=</span> <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>          startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span>a <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>, b <span class="op">=</span> <span class="fl">0</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span></span>
+<span>        <span class="op">)</span></span>
+<span>      <span class="op">)</span></span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span>,</span>
+<span>  exit <span class="op">=</span> <span class="fu"><a href="../reference/exit.html">exit</a></span><span class="op">(</span></span>
+<span>    <span class="co">#cohort exit....</span></span>
+<span>  <span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+<p><strong>2) Groups may contain groups</strong></p>
+<p>A group may contain more groups as part of the same object. We saw
+this in the PheKB T2D example where one path required an abnormal lab.
+In the definition there are 3 types of abnormal labs: random glucose,
+fasting glucose and HbA1c. Any one of these three could be abnormal as
+part of path 1 of the case algorithm. To build this we need a group
+within a group.</p>
+<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="co"># Path 1: 0 T2Dx + 1 T2Rx + 1 abLab</span></span>
+<span><span class="va">path1</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/withAll.html">withAll</a></span><span class="op">(</span></span>
+<span>  <span class="fu"><a href="../reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, </span>
+<span>          <span class="va">t2d</span>, </span>
+<span>          <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>  <span class="op">)</span>,</span>
+<span>  <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>          <span class="va">t2dDrug</span>, </span>
+<span>          <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>  <span class="op">)</span>,</span>
+<span>  <span class="fu"><a href="../reference/withAny.html">withAny</a></span><span class="op">(</span></span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">abLabHb</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">abLabRan</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span>,</span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>, </span>
+<span>            <span class="va">abLabFast</span>, </span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span>startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span><span class="op">)</span><span class="op">)</span></span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+<p><strong>3) Nested criteria are groups</strong></p>
+<p>Previously we mentioned a special kind of attribute called a nested
+criteria (also known via ATLAS as a correlated criteria). The idea of a
+nested criteria is that the index event is based on a particular concept
+set expression as opposed to the entry event of the cohort definition.
+For example, we want to build a cohort based on a hospitalization due to
+heart failure. In this case a person is counted in the cohort if they
+have first an inpatient visit given that a heart failure (HF) diagnosis
+has occurred around the time of the inpatient visit. In
+<code>Capr</code> a nested attribute uses the same syntax as a
+<em>group</em> with a prefix of <code>nested-</code>, as shown in the
+example below. The enumeration of the <em>criteria</em> is now indexed
+based on the inpatient visit rather than the entry event of the cohort
+definition.</p>
+<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">ipCse</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">9201</span>, <span class="fl">9203</span>, <span class="fl">262</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"visit"</span><span class="op">)</span></span>
+<span><span class="va">hf</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">316139</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"heart failure"</span><span class="op">)</span></span>
+<span></span>
+<span><span class="va">query</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/visit.html">visit</a></span><span class="op">(</span></span>
+<span>  <span class="va">ipCse</span>, <span class="co">#index</span></span>
+<span>  <span class="co">#nested attribute</span></span>
+<span>  <span class="fu"><a href="../reference/nestedWithAll.html">nestedWithAll</a></span><span class="op">(</span></span>
+<span>    <span class="fu"><a href="../reference/atLeast.html">atLeast</a></span><span class="op">(</span><span class="fl">1</span>,</span>
+<span>            <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">hf</span><span class="op">)</span>,</span>
+<span>            <span class="fu"><a href="../reference/duringInterval.html">duringInterval</a></span><span class="op">(</span></span>
+<span>              startWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="fl">0</span>, <span class="cn">Inf</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span>,</span>
+<span>              endWindow <span class="op">=</span> <span class="fu"><a href="../reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span>, index <span class="op">=</span> <span class="st">"endDate"</span><span class="op">)</span></span>
+<span>            <span class="op">)</span></span>
+<span>    <span class="op">)</span></span>
+<span>  <span class="op">)</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+</div>
+</div>
+<div class="section level2">
+<h2 id="concluding-remarks">Concluding Remarks<a class="anchor" aria-label="anchor" href="#concluding-remarks"></a>
+</h2>
+<p>For more information on sub-components of a cohort definition via
+<code>circe-be</code>, users should watch the <a href="https://www.youtube.com/@chrisknoll2007" class="external-link">videos</a> created by
+Chris Knoll outlining these ideas. while these videos utilize ATLAS,
+<code>Capr</code> follows the same principles.</p>
+</div>
+  </div>
+
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+
+        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
+    </nav>
+</div>
+
+</div>
+
+
+
+      <footer><div class="copyright">
+  <p></p>
+<p>Developed by Martin Lavallee, Adam Black.</p>
+</div>
+
+<div class="pkgdown">
+  <p></p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+      </footer>
+</div>
+
+  
+
+
+  
+
+  </body>
+</html>
diff --git a/docs/articles/capr_templates.html b/docs/articles/capr_templates.html
index e34a05f3..9b30b2f2 100644
--- a/docs/articles/capr_templates.html
+++ b/docs/articles/capr_templates.html
@@ -40,7 +40,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -62,6 +62,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -110,8 +113,6 @@ <h1 data-toc-skip>Capr for Templating Cohort Definitions</h1>
 
     
     
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://ohdsi.github.io/Capr" class="external-link">Capr</a></span><span class="op">)</span></span></code></pre></div>
 <div class="section level2">
 <h2 id="building-a-template">Building a Template<a class="anchor" aria-label="anchor" href="#building-a-template"></a>
 </h2>
@@ -126,11 +127,11 @@ <h2 id="building-a-template">Building a Template<a class="anchor" aria-label="an
 <p>To build all these cohorts using a template, we can easily define the
 logic in Capr. Capr templates are functions were the input is a concept
 set that differs in the logic.</p>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">cvEvents</span> <span class="op">&lt;-</span> <span class="kw">function</span><span class="op">(</span><span class="va">conceptSet</span><span class="op">)</span> <span class="op">{</span></span>
 <span>  <span class="va">cd</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
 <span>    entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
-<span>      <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">conceptSet</span><span class="op">)</span>,</span>
+<span>      <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">conceptSet</span><span class="op">)</span>,</span>
 <span>      observationWindow <span class="op">=</span> <span class="fu"><a href="../reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span><span class="fl">365</span>, <span class="fl">0</span><span class="op">)</span></span>
 <span>    <span class="op">)</span>,</span>
 <span>    exit <span class="op">=</span> <span class="fu"><a href="../reference/exit.html">exit</a></span><span class="op">(</span></span>
@@ -147,7 +148,7 @@ <h2 id="building-a-template">Building a Template<a class="anchor" aria-label="an
 into the template functions. Using <a href="https://athena.ohdsi.org/" class="external-link">Athena</a>, I look up the OMOP concept
 ids for the concepts of interest. With these concept ids, I can create a
 concept set for each cardiovascular event</p>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">afib</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">313217</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"Atrial Fibrillation"</span><span class="op">)</span></span>
 <span><span class="va">stroke</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">4310996</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"Ischemic Stroke"</span><span class="op">)</span></span>
 <span><span class="va">hyp</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="../reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">320128</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"Hypertension"</span><span class="op">)</span></span>
@@ -160,7 +161,7 @@ <h2 id="building-a-template">Building a Template<a class="anchor" aria-label="an
 Below is an example of how we can use purrr to build multiple cohorts
 from our Capr template. The <code>cvCohorts</code> object returns a list
 of four Capr Cohort class objects.</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">cvSet</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="va">afib</span>, <span class="va">stroke</span>, <span class="va">hyp</span>, <span class="va">mi</span>, <span class="va">hf</span><span class="op">)</span></span>
 <span><span class="va">cvCohorts</span> <span class="op">&lt;-</span> <span class="fu">purrr</span><span class="fu">::</span><span class="fu"><a href="https://purrr.tidyverse.org/reference/map.html" class="external-link">map</a></span><span class="op">(</span><span class="va">cvSet</span>, <span class="op">~</span><span class="fu">cvEvents</span><span class="op">(</span><span class="va">.x</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
 </div>
@@ -171,13 +172,13 @@ <h2 id="improving-the-template">Improving the Template<a class="anchor" aria-lab
 a Capr Cohort object. What if we wanted the output to be json and even
 better save to a folder? We can improve the Capr template function to
 create the json object; an example is provided below.</p>
-<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">cvEvents2</span> <span class="op">&lt;-</span> <span class="kw">function</span><span class="op">(</span><span class="va">conceptSet</span><span class="op">)</span> <span class="op">{</span></span>
 <span>  </span>
 <span>  <span class="co">#Capr template logic</span></span>
 <span>  <span class="va">cd</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
 <span>    entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
-<span>      <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">conceptSet</span><span class="op">)</span>,</span>
+<span>      <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">conceptSet</span><span class="op">)</span>,</span>
 <span>      observationWindow <span class="op">=</span> <span class="fu"><a href="../reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span><span class="fl">365</span>, <span class="fl">0</span><span class="op">)</span></span>
 <span>    <span class="op">)</span>,</span>
 <span>    exit <span class="op">=</span> <span class="fu"><a href="../reference/exit.html">exit</a></span><span class="op">(</span></span>
@@ -204,7 +205,7 @@ <h2 id="building-templates-from-concept-sets">Building templates from concept se
 .csv or .json file that we can use towards the cohort template. We
 update our Capr template function to handle the import of a concept set,
 as shown below.</p>
-<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">cvEvents3</span> <span class="op">&lt;-</span> <span class="kw">function</span><span class="op">(</span><span class="va">file</span><span class="op">)</span> <span class="op">{</span></span>
 <span>  </span>
 <span>  <span class="co"># get file name</span></span>
@@ -216,7 +217,7 @@ <h2 id="building-templates-from-concept-sets">Building templates from concept se
 <span>  <span class="co">#Capr template logic</span></span>
 <span>  <span class="va">cd</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/cohort.html">cohort</a></span><span class="op">(</span></span>
 <span>    entry <span class="op">=</span> <span class="fu"><a href="../reference/entry.html">entry</a></span><span class="op">(</span></span>
-<span>      <span class="fu"><a href="../reference/condition.html">condition</a></span><span class="op">(</span><span class="va">conceptSet</span><span class="op">)</span>,</span>
+<span>      <span class="fu"><a href="../reference/conditionOccurrence.html">conditionOccurrence</a></span><span class="op">(</span><span class="va">conceptSet</span><span class="op">)</span>,</span>
 <span>      observationWindow <span class="op">=</span> <span class="fu"><a href="../reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span><span class="fl">365</span>, <span class="fl">0</span><span class="op">)</span></span>
 <span>    <span class="op">)</span>,</span>
 <span>    exit <span class="op">=</span> <span class="fu"><a href="../reference/exit.html">exit</a></span><span class="op">(</span></span>
@@ -237,137 +238,10 @@ <h2 id="building-templates-from-concept-sets">Building templates from concept se
 Luckily, we have a concept set from ATLAS that we used in a previous
 study that has this already detailed. We can import the csv file for
 this concept set and apply it to the Capr template.</p>
-<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">miPath</span> <span class="op">&lt;-</span> <span class="fu">fs</span><span class="fu">::</span><span class="fu"><a href="https://fs.r-lib.org/reference/path_package.html" class="external-link">path_package</a></span><span class="op">(</span><span class="st">"Capr"</span>, <span class="st">"extdata/acuteMI.csv"</span><span class="op">)</span> </span>
 <span><span class="va">miCohort</span> <span class="op">&lt;-</span> <span class="fu">cvEvents3</span><span class="op">(</span><span class="va">miPath</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/cat.html" class="external-link">cat</a></span><span class="op">(</span><span class="va">miCohort</span><span class="op">)</span></span>
-<span><span class="co">#&gt; {</span></span>
-<span><span class="co">#&gt;   "ConceptSets": [</span></span>
-<span><span class="co">#&gt;     {</span></span>
-<span><span class="co">#&gt;       "id": 0,</span></span>
-<span><span class="co">#&gt;       "name": "Inpatient or ER visit",</span></span>
-<span><span class="co">#&gt;       "expression": {</span></span>
-<span><span class="co">#&gt;         "items": [</span></span>
-<span><span class="co">#&gt;           {</span></span>
-<span><span class="co">#&gt;             "concept": {</span></span>
-<span><span class="co">#&gt;               "CONCEPT_ID": 262,</span></span>
-<span><span class="co">#&gt;               "CONCEPT_NAME": "Emergency Room and Inpatient Visit",</span></span>
-<span><span class="co">#&gt;               "STANDARD_CONCEPT": "S",</span></span>
-<span><span class="co">#&gt;               "STANDARD_CONCEPT_CAPTION": "",</span></span>
-<span><span class="co">#&gt;               "INVALID_REASON": "",</span></span>
-<span><span class="co">#&gt;               "INVALID_REASON_CAPTION": "",</span></span>
-<span><span class="co">#&gt;               "CONCEPT_CODE": "ERIP",</span></span>
-<span><span class="co">#&gt;               "DOMAIN_ID": "Visit",</span></span>
-<span><span class="co">#&gt;               "VOCABULARY_ID": "Visit",</span></span>
-<span><span class="co">#&gt;               "CONCEPT_CLASS_ID": ""</span></span>
-<span><span class="co">#&gt;             },</span></span>
-<span><span class="co">#&gt;             "isExcluded": false,</span></span>
-<span><span class="co">#&gt;             "includeDescendants": true,</span></span>
-<span><span class="co">#&gt;             "includeMapped": false</span></span>
-<span><span class="co">#&gt;           },</span></span>
-<span><span class="co">#&gt;           {</span></span>
-<span><span class="co">#&gt;             "concept": {</span></span>
-<span><span class="co">#&gt;               "CONCEPT_ID": 9203,</span></span>
-<span><span class="co">#&gt;               "CONCEPT_NAME": "Emergency Room Visit",</span></span>
-<span><span class="co">#&gt;               "STANDARD_CONCEPT": "S",</span></span>
-<span><span class="co">#&gt;               "STANDARD_CONCEPT_CAPTION": "",</span></span>
-<span><span class="co">#&gt;               "INVALID_REASON": "",</span></span>
-<span><span class="co">#&gt;               "INVALID_REASON_CAPTION": "",</span></span>
-<span><span class="co">#&gt;               "CONCEPT_CODE": "ER",</span></span>
-<span><span class="co">#&gt;               "DOMAIN_ID": "Visit",</span></span>
-<span><span class="co">#&gt;               "VOCABULARY_ID": "Visit",</span></span>
-<span><span class="co">#&gt;               "CONCEPT_CLASS_ID": ""</span></span>
-<span><span class="co">#&gt;             },</span></span>
-<span><span class="co">#&gt;             "isExcluded": false,</span></span>
-<span><span class="co">#&gt;             "includeDescendants": true,</span></span>
-<span><span class="co">#&gt;             "includeMapped": false</span></span>
-<span><span class="co">#&gt;           },</span></span>
-<span><span class="co">#&gt;           {</span></span>
-<span><span class="co">#&gt;             "concept": {</span></span>
-<span><span class="co">#&gt;               "CONCEPT_ID": 9201,</span></span>
-<span><span class="co">#&gt;               "CONCEPT_NAME": "Inpatient Visit",</span></span>
-<span><span class="co">#&gt;               "STANDARD_CONCEPT": "S",</span></span>
-<span><span class="co">#&gt;               "STANDARD_CONCEPT_CAPTION": "",</span></span>
-<span><span class="co">#&gt;               "INVALID_REASON": "",</span></span>
-<span><span class="co">#&gt;               "INVALID_REASON_CAPTION": "",</span></span>
-<span><span class="co">#&gt;               "CONCEPT_CODE": "IP",</span></span>
-<span><span class="co">#&gt;               "DOMAIN_ID": "Visit",</span></span>
-<span><span class="co">#&gt;               "VOCABULARY_ID": "Visit",</span></span>
-<span><span class="co">#&gt;               "CONCEPT_CLASS_ID": ""</span></span>
-<span><span class="co">#&gt;             },</span></span>
-<span><span class="co">#&gt;             "isExcluded": false,</span></span>
-<span><span class="co">#&gt;             "includeDescendants": true,</span></span>
-<span><span class="co">#&gt;             "includeMapped": false</span></span>
-<span><span class="co">#&gt;           },</span></span>
-<span><span class="co">#&gt;           {</span></span>
-<span><span class="co">#&gt;             "concept": {</span></span>
-<span><span class="co">#&gt;               "CONCEPT_ID": 4329847,</span></span>
-<span><span class="co">#&gt;               "CONCEPT_NAME": "Myocardial infarction",</span></span>
-<span><span class="co">#&gt;               "STANDARD_CONCEPT": "S",</span></span>
-<span><span class="co">#&gt;               "STANDARD_CONCEPT_CAPTION": "",</span></span>
-<span><span class="co">#&gt;               "INVALID_REASON": "",</span></span>
-<span><span class="co">#&gt;               "INVALID_REASON_CAPTION": "",</span></span>
-<span><span class="co">#&gt;               "CONCEPT_CODE": "22298006",</span></span>
-<span><span class="co">#&gt;               "DOMAIN_ID": "Condition",</span></span>
-<span><span class="co">#&gt;               "VOCABULARY_ID": "SNOMED",</span></span>
-<span><span class="co">#&gt;               "CONCEPT_CLASS_ID": ""</span></span>
-<span><span class="co">#&gt;             },</span></span>
-<span><span class="co">#&gt;             "isExcluded": false,</span></span>
-<span><span class="co">#&gt;             "includeDescendants": true,</span></span>
-<span><span class="co">#&gt;             "includeMapped": false</span></span>
-<span><span class="co">#&gt;           },</span></span>
-<span><span class="co">#&gt;           {</span></span>
-<span><span class="co">#&gt;             "concept": {</span></span>
-<span><span class="co">#&gt;               "CONCEPT_ID": 314666,</span></span>
-<span><span class="co">#&gt;               "CONCEPT_NAME": "Old myocardial infarction",</span></span>
-<span><span class="co">#&gt;               "STANDARD_CONCEPT": "S",</span></span>
-<span><span class="co">#&gt;               "STANDARD_CONCEPT_CAPTION": "",</span></span>
-<span><span class="co">#&gt;               "INVALID_REASON": "",</span></span>
-<span><span class="co">#&gt;               "INVALID_REASON_CAPTION": "",</span></span>
-<span><span class="co">#&gt;               "CONCEPT_CODE": "1755008",</span></span>
-<span><span class="co">#&gt;               "DOMAIN_ID": "Condition",</span></span>
-<span><span class="co">#&gt;               "VOCABULARY_ID": "SNOMED",</span></span>
-<span><span class="co">#&gt;               "CONCEPT_CLASS_ID": ""</span></span>
-<span><span class="co">#&gt;             },</span></span>
-<span><span class="co">#&gt;             "isExcluded": true,</span></span>
-<span><span class="co">#&gt;             "includeDescendants": true,</span></span>
-<span><span class="co">#&gt;             "includeMapped": false</span></span>
-<span><span class="co">#&gt;           }</span></span>
-<span><span class="co">#&gt;         ]</span></span>
-<span><span class="co">#&gt;       }</span></span>
-<span><span class="co">#&gt;     }</span></span>
-<span><span class="co">#&gt;   ],</span></span>
-<span><span class="co">#&gt;   "PrimaryCriteria": {</span></span>
-<span><span class="co">#&gt;     "CriteriaList": [</span></span>
-<span><span class="co">#&gt;       {</span></span>
-<span><span class="co">#&gt;         "ConditionOccurrence": {</span></span>
-<span><span class="co">#&gt;           "CodesetId": 0</span></span>
-<span><span class="co">#&gt;         }</span></span>
-<span><span class="co">#&gt;       }</span></span>
-<span><span class="co">#&gt;     ],</span></span>
-<span><span class="co">#&gt;     "ObservationWindow": {</span></span>
-<span><span class="co">#&gt;       "PriorDays": 365,</span></span>
-<span><span class="co">#&gt;       "PostDays": 0</span></span>
-<span><span class="co">#&gt;     },</span></span>
-<span><span class="co">#&gt;     "PrimaryCriteriaLimit": {</span></span>
-<span><span class="co">#&gt;       "Type": "First"</span></span>
-<span><span class="co">#&gt;     }</span></span>
-<span><span class="co">#&gt;   },</span></span>
-<span><span class="co">#&gt;   "QualifiedLimit": {</span></span>
-<span><span class="co">#&gt;     "Type": "First"</span></span>
-<span><span class="co">#&gt;   },</span></span>
-<span><span class="co">#&gt;   "ExpressionLimit": {</span></span>
-<span><span class="co">#&gt;     "Type": "First"</span></span>
-<span><span class="co">#&gt;   },</span></span>
-<span><span class="co">#&gt;   "InclusionRules": [],</span></span>
-<span><span class="co">#&gt;   "CensoringCriteria": [],</span></span>
-<span><span class="co">#&gt;   "CollapseSettings": {</span></span>
-<span><span class="co">#&gt;     "CollapseType": "ERA",</span></span>
-<span><span class="co">#&gt;     "EraPad": 0</span></span>
-<span><span class="co">#&gt;   },</span></span>
-<span><span class="co">#&gt;   "CensorWindow": {},</span></span>
-<span><span class="co">#&gt;   "cdmVersionRange": "&gt;=5.0.0"</span></span>
-<span><span class="co">#&gt; }</span></span></code></pre></div>
+<span><span class="fu"><a href="https://rdrr.io/r/base/cat.html" class="external-link">cat</a></span><span class="op">(</span><span class="va">miCohort</span><span class="op">)</span></span></code></pre></div>
 </div>
 <div class="section level2">
 <h2 id="saving-capr-cohorts">Saving Capr cohorts<a class="anchor" aria-label="anchor" href="#saving-capr-cohorts"></a>
@@ -376,7 +250,7 @@ <h2 id="saving-capr-cohorts">Saving Capr cohorts<a class="anchor" aria-label="an
 you want to save them to a directory to use them in the study. Taking
 the <code>miCohort</code> as an example, we can save the json output to
 file using <code><a href="https://readr.tidyverse.org/reference/read_file.html" class="external-link">readr::write_file</a></code> or the base R equivalent.</p>
-<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span></span>
 <span><span class="va">outputPath</span> <span class="op">&lt;-</span> <span class="fu">fs</span><span class="fu">::</span><span class="fu"><a href="https://fs.r-lib.org/reference/path.html" class="external-link">path</a></span><span class="op">(</span><span class="fu">here</span><span class="fu">::</span><span class="fu"><a href="https://here.r-lib.org//reference/here.html" class="external-link">here</a></span><span class="op">(</span><span class="st">"cohorts"</span><span class="op">)</span>, <span class="st">"miCohort"</span>, ext <span class="op">=</span> <span class="st">"json"</span><span class="op">)</span></span>
 <span><span class="fu">readr</span><span class="fu">::</span><span class="fu"><a href="https://readr.tidyverse.org/reference/read_file.html" class="external-link">write_file</a></span><span class="op">(</span><span class="va">miCohort</span>, file <span class="op">=</span> <span class="va">outputPath</span><span class="op">)</span></span></code></pre></div>
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diff --git a/docs/articles/index.html b/docs/articles/index.html
index 1a3c329e..4d0d0bec 100644
--- a/docs/articles/index.html
+++ b/docs/articles/index.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -79,6 +82,8 @@ <h3>All vignettes</h3>
         <dd>
         </dd><dt><a href="capr_design.html">Capr Design Guide and Roadmap</a></dt>
         <dd>
+        </dd><dt><a href="capr_objects.html">Capr Objects</a></dt>
+        <dd>
         </dd><dt><a href="capr_templates.html">Capr for Templating Cohort Definitions</a></dt>
         <dd>
         </dd><dt><a href="Examples.html">Cohort Definition Examples</a></dt>
diff --git a/docs/authors.html b/docs/authors.html
index 872a81d1..4031af47 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/index.html b/docs/index.html
index b7a41b8e..53bc38af 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -46,7 +46,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -68,6 +68,9 @@
     <li>
       <a href="articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -124,240 +127,12 @@ <h1 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#i
 <div class="section level1">
 <h1 id="installation">Installation<a class="anchor" aria-label="anchor" href="#installation"></a>
 </h1>
-<p>Capr can be installed via:</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co"># install.packages("Capr")</span></span></code></pre></div>
 <p>Users can install the current development version of Capr from <a href="https://github.com/" class="external-link">GitHub</a> with:</p>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
+<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co"># install.packages("devtools")</span></span>
 <span><span class="fu">devtools</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"ohdsi/Capr"</span><span class="op">)</span></span></code></pre></div>
 </div>
 <div class="section level1">
-<h1 id="how-to-use">How to Use<a class="anchor" aria-label="anchor" href="#how-to-use"></a>
-</h1>
-<div class="section level2">
-<h2 id="examples">Examples<a class="anchor" aria-label="anchor" href="#examples"></a>
-</h2>
-<p>Capr uses many defaults that match the defaults in Atlas. Creating a simple cohort is a single line of code. As an example we will define a cohort of new users of diclofenac described in the <a href="https://ohdsi.github.io/TheBookOfOhdsi/SuggestedAnswers.html#Cohortsanswers" class="external-link">Book of OHDSI.</a></p>
-<div class="section level3">
-<h3 id="simple-diclofenac-cohort">Simple diclofenac cohort<a class="anchor" aria-label="anchor" href="#simple-diclofenac-cohort"></a>
-</h3>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://ohdsi.github.io/Capr" class="external-link">Capr</a></span><span class="op">)</span></span>
-<span></span>
-<span><span class="co"># Define concepts sets with cs()</span></span>
-<span><span class="va">diclofenac</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">1124300</span><span class="op">)</span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/cohort.html">cohort</a></span><span class="op">(</span></span>
-<span>  entry <span class="op">=</span> <span class="fu"><a href="reference/entry.html">entry</a></span><span class="op">(</span><span class="fu"><a href="reference/drugEra.html">drugEra</a></span><span class="op">(</span><span class="va">diclofenac</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">ch</span></span>
-<span><span class="co">#&gt; Formal class 'Cohort' [package "Capr"] with 4 slots</span></span>
-<span><span class="co">#&gt;   ..@ entry    :Formal class 'CohortEntry' [package "Capr"] with 5 slots</span></span>
-<span><span class="co">#&gt;   ..@ attrition:Formal class 'CohortAttrition' [package "Capr"] with 2 slots</span></span>
-<span><span class="co">#&gt;   ..@ exit     :Formal class 'CohortExit' [package "Capr"] with 2 slots</span></span>
-<span><span class="co">#&gt;   ..@ era      :Formal class 'CohortEra' [package "Capr"] with 3 slots</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="adding-more-complexity">Adding more complexity<a class="anchor" aria-label="anchor" href="#adding-more-complexity"></a>
-</h3>
-<p>We can make more complex cohorts by adding a window of continuous observation and a custom cohort exit. The following information was added to the diclofenac cohort:</p>
-<ul>
-<li>Ages 16 or older</li>
-<li>With at least 365 days of continuous observation prior to exposure</li>
-<li>With cohort exit defined as discontinuation of exposure (allowing for a 30-day gap)</li>
-</ul>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">diclofenac</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">1124300</span><span class="op">)</span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/cohort.html">cohort</a></span><span class="op">(</span></span>
-<span>  entry <span class="op">=</span> <span class="fu"><a href="reference/entry.html">entry</a></span><span class="op">(</span><span class="fu"><a href="reference/drugEra.html">drugEra</a></span><span class="op">(</span><span class="va">diclofenac</span>, <span class="fu"><a href="reference/age.html">age</a></span><span class="op">(</span><span class="fu"><a href="reference/gte.html">gte</a></span><span class="op">(</span><span class="fl">16</span><span class="op">)</span><span class="op">)</span><span class="op">)</span>,</span>
-<span>                observationWindow <span class="op">=</span> <span class="fu"><a href="reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span><span class="op">-</span><span class="fl">365L</span>, <span class="fl">0L</span><span class="op">)</span><span class="op">)</span>,</span>
-<span>  exit <span class="op">=</span> <span class="fu"><a href="reference/exit.html">exit</a></span><span class="op">(</span><span class="fu"><a href="reference/drugExit.html">drugExit</a></span><span class="op">(</span><span class="va">diclofenac</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">ch</span></span>
-<span><span class="co">#&gt; Formal class 'Cohort' [package "Capr"] with 4 slots</span></span>
-<span><span class="co">#&gt;   ..@ entry    :Formal class 'CohortEntry' [package "Capr"] with 5 slots</span></span>
-<span><span class="co">#&gt;   ..@ attrition:Formal class 'CohortAttrition' [package "Capr"] with 2 slots</span></span>
-<span><span class="co">#&gt;   ..@ exit     :Formal class 'CohortExit' [package "Capr"] with 2 slots</span></span>
-<span><span class="co">#&gt;   ..@ era      :Formal class 'CohortEra' [package "Capr"] with 3 slots</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="adding-cohort-attrition">Adding cohort attrition<a class="anchor" aria-label="anchor" href="#adding-cohort-attrition"></a>
-</h3>
-<p>Users can also add attrition to the cohort by specifying inclusion and exclusion criteria to modify the cohort entry. The following exclusion criteria were added to the diclofenac cohort:</p>
-<ul>
-<li>Without prior exposure to any NSAID (Non-Steroidal Anti-Inflammatory Drug)</li>
-<li>Without prior diagnosis of cancer</li>
-</ul>
-<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">diclofenac</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">1124300</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"diclofenac"</span><span class="op">)</span></span>
-<span><span class="va">nsaid</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">21603933</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"nsaid"</span><span class="op">)</span></span>
-<span><span class="va">cancer</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">443392</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"cancer"</span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/cohort.html">cohort</a></span><span class="op">(</span></span>
-<span>  entry <span class="op">=</span> <span class="fu"><a href="reference/entry.html">entry</a></span><span class="op">(</span><span class="fu"><a href="reference/drugEra.html">drugEra</a></span><span class="op">(</span><span class="va">diclofenac</span>, <span class="fu"><a href="reference/age.html">age</a></span><span class="op">(</span><span class="fu"><a href="reference/gte.html">gte</a></span><span class="op">(</span><span class="fl">16</span><span class="op">)</span><span class="op">)</span><span class="op">)</span>,</span>
-<span>                observationWindow <span class="op">=</span> <span class="fu"><a href="reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span><span class="op">-</span><span class="fl">365L</span>, <span class="fl">0L</span><span class="op">)</span><span class="op">)</span>,</span>
-<span>  attrition <span class="op">=</span> <span class="fu"><a href="reference/attrition.html">attrition</a></span><span class="op">(</span></span>
-<span>    <span class="fu"><a href="reference/withAll.html">withAll</a></span><span class="op">(</span></span>
-<span>      <span class="fu"><a href="reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="reference/drug.html">drug</a></span><span class="op">(</span><span class="va">nsaid</span><span class="op">)</span>, <span class="fu"><a href="reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span><span class="op">)</span>,</span>
-<span>      <span class="fu"><a href="reference/exactly.html">exactly</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="reference/condition.html">condition</a></span><span class="op">(</span><span class="va">cancer</span><span class="op">)</span>, <span class="fu"><a href="reference/eventStarts.html">eventStarts</a></span><span class="op">(</span><span class="op">-</span><span class="cn">Inf</span>, <span class="fl">0</span>, index <span class="op">=</span> <span class="st">"startDate"</span><span class="op">)</span><span class="op">)</span></span>
-<span>    <span class="op">)</span></span>
-<span>  <span class="op">)</span>,</span>
-<span>  exit <span class="op">=</span> <span class="fu"><a href="reference/exit.html">exit</a></span><span class="op">(</span></span>
-<span>    endStrategy <span class="op">=</span> <span class="fu"><a href="reference/drugExit.html">drugExit</a></span><span class="op">(</span><span class="va">diclofenac</span>, persistenceWindow <span class="op">=</span> <span class="fl">30</span><span class="op">)</span></span>
-<span>    <span class="op">)</span></span>
-<span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">ch</span></span>
-<span><span class="co">#&gt; Formal class 'Cohort' [package "Capr"] with 4 slots</span></span>
-<span><span class="co">#&gt;   ..@ entry    :Formal class 'CohortEntry' [package "Capr"] with 5 slots</span></span>
-<span><span class="co">#&gt;   ..@ attrition:Formal class 'CohortAttrition' [package "Capr"] with 2 slots</span></span>
-<span><span class="co">#&gt;   ..@ exit     :Formal class 'CohortExit' [package "Capr"] with 2 slots</span></span>
-<span><span class="co">#&gt;   ..@ era      :Formal class 'CohortEra' [package "Capr"] with 3 slots</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="save-cohort-as-json">Save cohort as JSON<a class="anchor" aria-label="anchor" href="#save-cohort-as-json"></a>
-</h2>
-<p>OHDSI standard cohorts are represented as json files and can be copy and pasted into Atlas.</p>
-<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span></span>
-<span><span class="va">path</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/file.path.html" class="external-link">file.path</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/tempfile.html" class="external-link">tempdir</a></span><span class="op">(</span><span class="op">)</span>, <span class="st">"diclofenacCohort.json"</span><span class="op">)</span></span>
-<span></span>
-<span><span class="fu"><a href="reference/writeCohort.html">writeCohort</a></span><span class="op">(</span><span class="va">ch</span>, <span class="va">path</span><span class="op">)</span></span>
-<span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/cat.html" class="external-link">cat</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substr.html" class="external-link">substr</a></span><span class="op">(</span><span class="fu">readr</span><span class="fu">::</span><span class="fu"><a href="https://readr.tidyverse.org/reference/read_file.html" class="external-link">read_file</a></span><span class="op">(</span><span class="va">path</span><span class="op">)</span>, <span class="fl">1</span>, <span class="fl">100</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="co">#&gt; {</span></span>
-<span><span class="co">#&gt;   "ConceptSets": [</span></span>
-<span><span class="co">#&gt;     {</span></span>
-<span><span class="co">#&gt;       "id": 0,</span></span>
-<span><span class="co">#&gt;       "name": "diclofenac",</span></span>
-<span><span class="co">#&gt;       "expression": {</span></span>
-<span><span class="co">#&gt; </span></span></code></pre></div>
-<div class="section level3">
-<h3 id="fill-in-missing-concept-set-details">Fill in missing concept set details<a class="anchor" aria-label="anchor" href="#fill-in-missing-concept-set-details"></a>
-</h3>
-<p>Users can build valid cohorts with minimal concept information, only supplying a concept id and name. The example below shows the minimal concept set input for Capr.</p>
-<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span></span>
-<span><span class="va">diclofenac</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="reference/cs.html">descendants</a></span><span class="op">(</span><span class="fl">1124300</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"diclofenac"</span><span class="op">)</span></span>
-<span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/cat.html" class="external-link">cat</a></span><span class="op">(</span><span class="fu"><a href="reference/as.json.html">as.json</a></span><span class="op">(</span><span class="va">diclofenac</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="co">#&gt; {</span></span>
-<span><span class="co">#&gt;   "id": "11d012608fce118593830a3039042e56",</span></span>
-<span><span class="co">#&gt;   "name": "diclofenac",</span></span>
-<span><span class="co">#&gt;   "expression": {</span></span>
-<span><span class="co">#&gt;     "items": [</span></span>
-<span><span class="co">#&gt;       {</span></span>
-<span><span class="co">#&gt;         "concept": {</span></span>
-<span><span class="co">#&gt;           "CONCEPT_ID": 1124300,</span></span>
-<span><span class="co">#&gt;           "CONCEPT_NAME": "",</span></span>
-<span><span class="co">#&gt;           "STANDARD_CONCEPT": "",</span></span>
-<span><span class="co">#&gt;           "STANDARD_CONCEPT_CAPTION": "",</span></span>
-<span><span class="co">#&gt;           "INVALID_REASON": "",</span></span>
-<span><span class="co">#&gt;           "INVALID_REASON_CAPTION": "",</span></span>
-<span><span class="co">#&gt;           "CONCEPT_CODE": "",</span></span>
-<span><span class="co">#&gt;           "DOMAIN_ID": "",</span></span>
-<span><span class="co">#&gt;           "VOCABULARY_ID": "",</span></span>
-<span><span class="co">#&gt;           "CONCEPT_CLASS_ID": ""</span></span>
-<span><span class="co">#&gt;         },</span></span>
-<span><span class="co">#&gt;         "isExcluded": false,</span></span>
-<span><span class="co">#&gt;         "includeDescendants": true,</span></span>
-<span><span class="co">#&gt;         "includeMapped": false</span></span>
-<span><span class="co">#&gt;       }</span></span>
-<span><span class="co">#&gt;     ]</span></span>
-<span><span class="co">#&gt;   }</span></span>
-<span><span class="co">#&gt; }</span></span></code></pre></div>
-<p>However, when saving cohorts it is helpful to fill in the concept details. This requires a live connection to an OMOP CDM database that includes the vocabularies used in the cohort definition.</p>
-<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">con</span> <span class="op">&lt;-</span> <span class="fu">DatabaseConnector</span><span class="fu">::</span><span class="fu"><a href="https://ohdsi.github.io/DatabaseConnector/reference/connect.html" class="external-link">connect</a></span><span class="op">(</span><span class="fu">Eunomia</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/Eunomia/man/getEunomiaConnectionDetails.html" class="external-link">getEunomiaConnectionDetails</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="va">diclofenac</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/getConceptSetDetails.html">getConceptSetDetails</a></span><span class="op">(</span><span class="va">diclofenac</span>, <span class="va">con</span>, vocabularyDatabaseSchema <span class="op">=</span> <span class="st">"main"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/cat.html" class="external-link">cat</a></span><span class="op">(</span><span class="fu"><a href="reference/as.json.html">as.json</a></span><span class="op">(</span><span class="va">diclofenac</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="co">#&gt; {</span></span>
-<span><span class="co">#&gt;   "id": "11d012608fce118593830a3039042e56",</span></span>
-<span><span class="co">#&gt;   "name": "diclofenac",</span></span>
-<span><span class="co">#&gt;   "expression": {</span></span>
-<span><span class="co">#&gt;     "items": [</span></span>
-<span><span class="co">#&gt;       {</span></span>
-<span><span class="co">#&gt;         "concept": {</span></span>
-<span><span class="co">#&gt;           "CONCEPT_ID": 1124300,</span></span>
-<span><span class="co">#&gt;           "CONCEPT_NAME": "Diclofenac",</span></span>
-<span><span class="co">#&gt;           "STANDARD_CONCEPT": "S",</span></span>
-<span><span class="co">#&gt;           "STANDARD_CONCEPT_CAPTION": "Standard",</span></span>
-<span><span class="co">#&gt;           "INVALID_REASON": "V",</span></span>
-<span><span class="co">#&gt;           "INVALID_REASON_CAPTION": "Valid",</span></span>
-<span><span class="co">#&gt;           "CONCEPT_CODE": "3355",</span></span>
-<span><span class="co">#&gt;           "DOMAIN_ID": "Drug",</span></span>
-<span><span class="co">#&gt;           "VOCABULARY_ID": "RxNorm",</span></span>
-<span><span class="co">#&gt;           "CONCEPT_CLASS_ID": "Ingredient"</span></span>
-<span><span class="co">#&gt;         },</span></span>
-<span><span class="co">#&gt;         "isExcluded": false,</span></span>
-<span><span class="co">#&gt;         "includeDescendants": true,</span></span>
-<span><span class="co">#&gt;         "includeMapped": false</span></span>
-<span><span class="co">#&gt;       }</span></span>
-<span><span class="co">#&gt;     ]</span></span>
-<span><span class="co">#&gt;   }</span></span>
-<span><span class="co">#&gt; }</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="generating-capr-cohorts">Generating Capr Cohorts<a class="anchor" aria-label="anchor" href="#generating-capr-cohorts"></a>
-</h3>
-<p>Once a Capr cohort has been constructed, the user can generate this cohort definition on an OMOP CDM connection. It is suggested to use <a href="https://github.com/OHDSI/CohortGenerator" class="external-link">CohortGenerator</a> and <a href="https://github.com/OHDSI/CirceR" class="external-link">CirceR</a> to generate Capr cohorts on a database.</p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="building-capr-templates">Building Capr Templates<a class="anchor" aria-label="anchor" href="#building-capr-templates"></a>
-</h2>
-<p>A Capr cohort template is a function that always returns a Capr cohort. It can accept arguments that can be used to parameterize any part of a cohort definition. Capr cohort templates are the recommended approach for building large numbers of similar cohorts in R.</p>
-<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span></span>
-<span><span class="co"># A Capr cohort template is a function that returns a cohort</span></span>
-<span><span class="va">drugEraTemplate</span> <span class="op">&lt;-</span> <span class="kw">function</span><span class="op">(</span><span class="va">ingredientConceptId</span><span class="op">)</span> <span class="op">{</span></span>
-<span>  </span>
-<span>  <span class="va">drugConceptSet</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="reference/cs.html">descendants</a></span><span class="op">(</span><span class="va">ingredientConceptId</span><span class="op">)</span><span class="op">)</span></span>
-<span>  </span>
-<span>  <span class="fu"><a href="reference/cohort.html">cohort</a></span><span class="op">(</span></span>
-<span>    entry <span class="op">=</span> <span class="fu"><a href="reference/entry.html">entry</a></span><span class="op">(</span><span class="fu"><a href="reference/drugEra.html">drugEra</a></span><span class="op">(</span><span class="va">drugConceptSet</span>, <span class="fu"><a href="reference/age.html">age</a></span><span class="op">(</span><span class="fu"><a href="reference/gte.html">gte</a></span><span class="op">(</span><span class="fl">16</span><span class="op">)</span><span class="op">)</span><span class="op">)</span>,</span>
-<span>                  observationWindow <span class="op">=</span> <span class="fu"><a href="reference/continuousObservation.html">continuousObservation</a></span><span class="op">(</span><span class="op">-</span><span class="fl">365L</span>, <span class="fl">0L</span><span class="op">)</span><span class="op">)</span>,</span>
-<span>    exit <span class="op">=</span> <span class="fu"><a href="reference/exit.html">exit</a></span><span class="op">(</span><span class="fu"><a href="reference/drugExit.html">drugExit</a></span><span class="op">(</span><span class="va">drugConceptSet</span>, persistenceWindow <span class="op">=</span> <span class="fl">30</span><span class="op">)</span><span class="op">)</span></span>
-<span>  <span class="op">)</span></span>
-<span><span class="op">}</span></span>
-<span></span>
-<span></span>
-<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://dplyr.tidyverse.org" class="external-link">dplyr</a></span>, warn.conflicts <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span></span>
-<span><span class="co"># create a cohort for every single ingredient</span></span>
-<span><span class="va">df</span> <span class="op">&lt;-</span> <span class="fu">DBI</span><span class="fu">::</span><span class="fu"><a href="https://dbi.r-dbi.org/reference/dbGetQuery.html" class="external-link">dbGetQuery</a></span><span class="op">(</span><span class="va">con</span>, </span>
-<span>                      <span class="st">"Select * from concept where concept_class_id = 'Ingredient'"</span><span class="op">)</span> <span class="op"><a href="reference/pipe.html">%&gt;%</a></span> </span>
-<span>  <span class="fu"><a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a></span><span class="op">(</span><span class="op">)</span> <span class="op"><a href="reference/pipe.html">%&gt;%</a></span> </span>
-<span>  <span class="fu"><a href="https://dplyr.tidyverse.org/reference/select.html" class="external-link">select</a></span><span class="op">(</span><span class="va">concept_id</span>, <span class="va">concept_name</span><span class="op">)</span> <span class="op"><a href="reference/pipe.html">%&gt;%</a></span> </span>
-<span>  <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>capr_cohort <span class="op">=</span> <span class="fu">purrr</span><span class="fu">::</span><span class="fu"><a href="https://purrr.tidyverse.org/reference/map.html" class="external-link">map</a></span><span class="op">(</span><span class="va">concept_id</span>, <span class="va">drugEraTemplate</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="reference/pipe.html">%&gt;%</a></span> </span>
-<span>  <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>cohort_json <span class="op">=</span> <span class="fu">purrr</span><span class="fu">::</span><span class="fu"><a href="https://purrr.tidyverse.org/reference/map.html" class="external-link">map_chr</a></span><span class="op">(</span><span class="va">capr_cohort</span>, <span class="va">as.json</span><span class="op">)</span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">df</span></span>
-<span><span class="co">#&gt; # A tibble: 91 × 4</span></span>
-<span><span class="co">#&gt;    concept_id concept_name    capr_cohort cohort_json                           </span></span>
-<span><span class="co">#&gt;         &lt;dbl&gt; &lt;chr&gt;           &lt;list&gt;      &lt;chr&gt;                                 </span></span>
-<span><span class="co">#&gt;  1    1557272 Alendronate     &lt;Cohort&gt;    "{\n  \"ConceptSets\": [\n    {\n    …</span></span>
-<span><span class="co">#&gt;  2     708298 Midazolam       &lt;Cohort&gt;    "{\n  \"ConceptSets\": [\n    {\n    …</span></span>
-<span><span class="co">#&gt;  3     701322 Memantine       &lt;Cohort&gt;    "{\n  \"ConceptSets\": [\n    {\n    …</span></span>
-<span><span class="co">#&gt;  4     723013 Diazepam        &lt;Cohort&gt;    "{\n  \"ConceptSets\": [\n    {\n    …</span></span>
-<span><span class="co">#&gt;  5    1129625 Diphenhydramine &lt;Cohort&gt;    "{\n  \"ConceptSets\": [\n    {\n    …</span></span>
-<span><span class="co">#&gt;  6    1149196 Cetirizine      &lt;Cohort&gt;    "{\n  \"ConceptSets\": [\n    {\n    …</span></span>
-<span><span class="co">#&gt;  7    1149380 fluticasone     &lt;Cohort&gt;    "{\n  \"ConceptSets\": [\n    {\n    …</span></span>
-<span><span class="co">#&gt;  8    1150770 Astemizole      &lt;Cohort&gt;    "{\n  \"ConceptSets\": [\n    {\n    …</span></span>
-<span><span class="co">#&gt;  9    1150836 Terfenadine     &lt;Cohort&gt;    "{\n  \"ConceptSets\": [\n    {\n    …</span></span>
-<span><span class="co">#&gt; 10    1124300 Diclofenac      &lt;Cohort&gt;    "{\n  \"ConceptSets\": [\n    {\n    …</span></span>
-<span><span class="co">#&gt; # … with 81 more rows</span></span></code></pre></div>
-<p>The capr_cohort column of the dataframe is a list of Capr cohort object. The cohort_json column contains the json specifications for each cohort.</p>
-<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu">DatabaseConnector</span><span class="fu">::</span><span class="fu"><a href="https://ohdsi.github.io/DatabaseConnector/reference/disconnect.html" class="external-link">disconnect</a></span><span class="op">(</span><span class="va">con</span><span class="op">)</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level1">
 <h1 id="user-documentation">User Documentation<a class="anchor" aria-label="anchor" href="#user-documentation"></a>
 </h1>
 <p>Documentation can be found on the <a href="https://ohdsi.github.io/Capr/" class="external-link">package website</a>.</p>
@@ -366,6 +141,8 @@ <h1 id="user-documentation">User Documentation<a class="anchor" aria-label="anch
 </li>
 <li>Vignette: <a href="https://ohdsi.github.io/Capr/articles/Examples.html" class="external-link">Examples</a>
 </li>
+<li>Vignette: <a href="https://ohdsi.github.io/Capr/articles/capr_objects.html" class="external-link">Capr Components</a>
+</li>
 <li><a href="https://ohdsi.github.io/Capr/articles/capr_design.html" class="external-link">Design Document</a></li>
 <li><a href="https://raw.githubusercontent.com/OHDSI/Capr/main/extras/Capr.pdf" class="external-link">Package manual</a></li>
 </ul>
diff --git a/docs/news/index.html b/docs/news/index.html
index 175240ef..596acc75 100644
--- a/docs/news/index.html
+++ b/docs/news/index.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -72,6 +75,13 @@ <h1 data-toc-skip>Changelog <small></small></h1>
       <small>Source: <a href="https://github.com/OHDSI/Capr/blob/HEAD/NEWS.md" class="external-link"><code>NEWS.md</code></a></small>
     </div>
 
+    <div class="section level2">
+<h2 class="page-header" data-toc-text="2.0.4" id="capr-204">Capr 2.0.4<a class="anchor" aria-label="anchor" href="#capr-204"></a></h2>
+<ul><li>change query functions to match known syntax (i.e. drug =&gt; drugExposure, condition =&gt; conditionOccurrence)</li>
+<li>require a name for <code><a href="../reference/cs.html">cs()</a></code>
+</li>
+<li>improve documentation (add vignette for query, count and group)</li>
+</ul></div>
     <div class="section level2">
 <h2 class="page-header" data-toc-text="2.0.3" id="capr-203">Capr 2.0.3<a class="anchor" aria-label="anchor" href="#capr-203"></a></h2>
 <ul><li>add opAttribute super class</li>
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index 57be44bf..0b5532a2 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -4,8 +4,9 @@ pkgdown_sha: ~
 articles:
   Capr-conceptSets: Capr-conceptSets.html
   capr_design: capr_design.html
+  capr_objects: capr_objects.html
   capr_templates: capr_templates.html
   Examples: Examples.html
   Using-Capr: Using-Capr.html
-last_built: 2023-05-16T16:57Z
+last_built: 2023-07-03T17:05Z
 
diff --git a/docs/reference/Capr-package.html b/docs/reference/Capr-package.html
index 8d952c1b..376a1aff 100644
--- a/docs/reference/Capr-package.html
+++ b/docs/reference/Capr-package.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -38,6 +38,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/CensoringCriteria-class.html b/docs/reference/CensoringCriteria-class.html
index 63ca44d9..6d8e5971 100644
--- a/docs/reference/CensoringCriteria-class.html
+++ b/docs/reference/CensoringCriteria-class.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -39,6 +39,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/Concept-class.html b/docs/reference/Concept-class.html
index ec6462ce..da7bf9d1 100644
--- a/docs/reference/Concept-class.html
+++ b/docs/reference/Concept-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/ConceptAttribute-class.html b/docs/reference/ConceptAttribute-class.html
index 36dc442d..cca25a68 100644
--- a/docs/reference/ConceptAttribute-class.html
+++ b/docs/reference/ConceptAttribute-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/ConceptSet-class.html b/docs/reference/ConceptSet-class.html
index 567a9f9b..729e1ef5 100644
--- a/docs/reference/ConceptSet-class.html
+++ b/docs/reference/ConceptSet-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/ConceptSetItem-class.html b/docs/reference/ConceptSetItem-class.html
index ead9e5df..ed7a11f0 100644
--- a/docs/reference/ConceptSetItem-class.html
+++ b/docs/reference/ConceptSetItem-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/Criteria-class.html b/docs/reference/Criteria-class.html
index 5b3e4674..a0b31fba 100644
--- a/docs/reference/Criteria-class.html
+++ b/docs/reference/Criteria-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/DrugExposureExit-class.html b/docs/reference/DrugExposureExit-class.html
index 421249c3..96147df2 100644
--- a/docs/reference/DrugExposureExit-class.html
+++ b/docs/reference/DrugExposureExit-class.html
@@ -24,7 +24,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -44,6 +44,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/Endpoint-class.html b/docs/reference/Endpoint-class.html
index 89682386..6839d1b2 100644
--- a/docs/reference/Endpoint-class.html
+++ b/docs/reference/Endpoint-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/EventAperture-class.html b/docs/reference/EventAperture-class.html
index a039c252..4fed21a5 100644
--- a/docs/reference/EventAperture-class.html
+++ b/docs/reference/EventAperture-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/EventWindow-class.html b/docs/reference/EventWindow-class.html
index d6bc596d..2ab2f469 100644
--- a/docs/reference/EventWindow-class.html
+++ b/docs/reference/EventWindow-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/FixedDurationExit-class.html b/docs/reference/FixedDurationExit-class.html
index 17ff4fe0..8316afb9 100644
--- a/docs/reference/FixedDurationExit-class.html
+++ b/docs/reference/FixedDurationExit-class.html
@@ -24,7 +24,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -44,6 +44,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/Group-class.html b/docs/reference/Group-class.html
index f0a55db1..a904ba94 100644
--- a/docs/reference/Group-class.html
+++ b/docs/reference/Group-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/LogicAttribute-class.html b/docs/reference/LogicAttribute-class.html
index 0c38c8f7..1b5c0bda 100644
--- a/docs/reference/LogicAttribute-class.html
+++ b/docs/reference/LogicAttribute-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/ObservationExit-class.html b/docs/reference/ObservationExit-class.html
index 34aeb7ad..f57274d4 100644
--- a/docs/reference/ObservationExit-class.html
+++ b/docs/reference/ObservationExit-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/ObservationWindow-class.html b/docs/reference/ObservationWindow-class.html
index 059cb170..36f250d7 100644
--- a/docs/reference/ObservationWindow-class.html
+++ b/docs/reference/ObservationWindow-class.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -38,6 +38,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/Occurrence-class.html b/docs/reference/Occurrence-class.html
index 9a11af5f..c2dacb14 100644
--- a/docs/reference/Occurrence-class.html
+++ b/docs/reference/Occurrence-class.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -38,6 +38,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/Query-class.html b/docs/reference/Query-class.html
index 67d137c4..ee30d3d5 100644
--- a/docs/reference/Query-class.html
+++ b/docs/reference/Query-class.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -38,6 +38,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/age.html b/docs/reference/age.html
index ae190652..547e7e6e 100644
--- a/docs/reference/age.html
+++ b/docs/reference/age.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/as.data.frame-ConceptSet-method.html b/docs/reference/as.data.frame-ConceptSet-method.html
index f9ee8ae3..80ce0b9b 100644
--- a/docs/reference/as.data.frame-ConceptSet-method.html
+++ b/docs/reference/as.data.frame-ConceptSet-method.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/as.json.html b/docs/reference/as.json.html
index c1a78029..dddc2427 100644
--- a/docs/reference/as.json.html
+++ b/docs/reference/as.json.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/atLeast.html b/docs/reference/atLeast.html
index 9ad74f39..b05076e9 100644
--- a/docs/reference/atLeast.html
+++ b/docs/reference/atLeast.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/atMost.html b/docs/reference/atMost.html
index 50e0ef9a..2a3c8457 100644
--- a/docs/reference/atMost.html
+++ b/docs/reference/atMost.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/attributes.html b/docs/reference/attributes.html
index 8e92577f..e8d5fdec 100644
--- a/docs/reference/attributes.html
+++ b/docs/reference/attributes.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -38,6 +38,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -106,12 +109,12 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span><span class="co"># Create a cohort of males with Type 1 diabetes</span></span></span>
 <span class="r-in"><span><span class="va">t1dm</span> <span class="op">&lt;-</span> <span class="fu"><a href="cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="cs.html">descendants</a></span><span class="op">(</span><span class="fl">201254</span>, <span class="fl">435216</span>, <span class="fl">40484648</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">t1dm_males</span> <span class="op">&lt;-</span> <span class="fu"><a href="cohort.html">cohort</a></span><span class="op">(</span><span class="fu"><a href="condition.html">condition</a></span><span class="op">(</span><span class="va">t1dm</span>, <span class="fu">male</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">t1dm_males</span> <span class="op">&lt;-</span> <span class="fu"><a href="cohort.html">cohort</a></span><span class="op">(</span><span class="fu">condition</span><span class="op">(</span><span class="va">t1dm</span>, <span class="fu">male</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span><span class="co"># Create a cohort of males with Type 1 diabetes</span></span></span>
 <span class="r-in"><span><span class="va">t1dm</span> <span class="op">&lt;-</span> <span class="fu"><a href="cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="cs.html">descendants</a></span><span class="op">(</span><span class="fl">201254</span>, <span class="fl">435216</span>, <span class="fl">40484648</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">t1dm_females</span> <span class="op">&lt;-</span> <span class="fu"><a href="cohort.html">cohort</a></span><span class="op">(</span><span class="fu"><a href="condition.html">condition</a></span><span class="op">(</span><span class="va">t1dm</span>, <span class="fu">female</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">t1dm_females</span> <span class="op">&lt;-</span> <span class="fu"><a href="cohort.html">cohort</a></span><span class="op">(</span><span class="fu">condition</span><span class="op">(</span><span class="va">t1dm</span>, <span class="fu">female</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 </code></pre></div>
     </div>
diff --git a/docs/reference/attrition.html b/docs/reference/attrition.html
index f1d76b7a..da34f88a 100644
--- a/docs/reference/attrition.html
+++ b/docs/reference/attrition.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/bt.html b/docs/reference/bt.html
index f6418206..21b97261 100644
--- a/docs/reference/bt.html
+++ b/docs/reference/bt.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/censoringEvents.html b/docs/reference/censoringEvents.html
index 60ec57fa..84f44ac4 100644
--- a/docs/reference/censoringEvents.html
+++ b/docs/reference/censoringEvents.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/cohort.html b/docs/reference/cohort.html
index be258bea..d213a669 100644
--- a/docs/reference/cohort.html
+++ b/docs/reference/cohort.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/compile.Cohort.html b/docs/reference/compile.Cohort.html
index b4d09855..d73df46d 100644
--- a/docs/reference/compile.Cohort.html
+++ b/docs/reference/compile.Cohort.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -102,7 +105,7 @@ <h2>Value</h2>
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
-<span class="r-in"><span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="cohort.html">cohort</a></span><span class="op">(</span><span class="fu"><a href="condition.html">condition</a></span><span class="op">(</span><span class="fu"><a href="cs.html">cs</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">ch</span> <span class="op">&lt;-</span> <span class="fu"><a href="cohort.html">cohort</a></span><span class="op">(</span><span class="fu">condition</span><span class="op">(</span><span class="fu"><a href="cs.html">cs</a></span><span class="op">(</span><span class="fl">1</span>,<span class="fl">2</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">compile</span><span class="op">(</span><span class="va">ch</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 </code></pre></div>
diff --git a/docs/reference/conditionEra.html b/docs/reference/conditionEra.html
index 6737cca4..c5f21baf 100644
--- a/docs/reference/conditionEra.html
+++ b/docs/reference/conditionEra.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/conditionOccurrence.html b/docs/reference/conditionOccurrence.html
new file mode 100644
index 00000000..ca91d978
--- /dev/null
+++ b/docs/reference/conditionOccurrence.html
@@ -0,0 +1,127 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Query the condition domain — conditionOccurrence • Capr</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/cosmo/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Query the condition domain — conditionOccurrence"><meta property="og:description" content="Query the condition domain"><meta property="og:image" content="/logo.png"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body data-spy="scroll" data-target="#toc">
+    
+
+    <div class="container template-reference-topic">
+      <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
+  <div class="container">
+    <div class="navbar-header">
+      <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false">
+        <span class="sr-only">Toggle navigation</span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+      </button>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Capr</a>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
+      </span>
+    </div>
+
+    <div id="navbar" class="navbar-collapse collapse">
+      <ul class="nav navbar-nav"><li>
+  <a href="../reference/index.html">Reference</a>
+</li>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
+    Articles
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu"><li>
+      <a href="../articles/Capr-conceptSets.html">Working with Concept Sets in Capr</a>
+    </li>
+    <li>
+      <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
+    </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
+    <li>
+      <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
+    </li>
+    <li>
+      <a href="../articles/Examples.html">Cohort Definition Examples</a>
+    </li>
+    <li>
+      <a href="../articles/Using-Capr.html">Using Capr</a>
+    </li>
+  </ul></li>
+<li>
+  <a href="../news/index.html">Changelog</a>
+</li>
+      </ul><ul class="nav navbar-nav navbar-right"><li>
+  <a href="https://ohdsi.github.io/Hades" class="external-link"><img src='https://ohdsi.github.io/Hades/images/hadesMini.png' width=80 height=17 style='vertical-align: top;'></a>
+</li>
+<li>
+  <a href="https://github.com/OHDSI/Capr/" class="external-link">
+    <span class="fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div><!--/.nav-collapse -->
+  </div><!--/.container -->
+</div><!--/.navbar -->
+
+      
+
+      </header><div class="row">
+  <div class="col-md-9 contents">
+    <div class="page-header">
+    <h1>Query the condition domain</h1>
+    <small class="dont-index">Source: <a href="https://github.com/OHDSI/Capr/blob/HEAD/R/query.R" class="external-link"><code>R/query.R</code></a></small>
+    <div class="hidden name"><code>conditionOccurrence.Rd</code></div>
+    </div>
+
+    <div class="ref-description">
+    <p>Query the condition domain</p>
+    </div>
+
+    <div id="ref-usage">
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">conditionOccurrence</span><span class="op">(</span><span class="va">conceptSet</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div id="arguments">
+    <h2>Arguments</h2>
+    <dl><dt>conceptSet</dt>
+<dd><p>A condition concept set</p></dd>
+
+
+<dt>...</dt>
+<dd><p>optional attributes</p></dd>
+
+</dl></div>
+    <div id="value">
+    <h2>Value</h2>
+    
+
+<p>A Capr Query</p>
+    </div>
+
+  </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2>
+    </nav></div>
+</div>
+
+
+      <footer><div class="copyright">
+  <p></p><p>Developed by Martin Lavallee, Adam Black.</p>
+</div>
+
+<div class="pkgdown">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+      </footer></div>
+
+  
+
+
+  
+
+  </body></html>
+
diff --git a/docs/reference/continuousObservation.html b/docs/reference/continuousObservation.html
index f0f56443..ec673875 100644
--- a/docs/reference/continuousObservation.html
+++ b/docs/reference/continuousObservation.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/cs.html b/docs/reference/cs.html
index aff60d0e..8d70ea30 100644
--- a/docs/reference/cs.html
+++ b/docs/reference/cs.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -40,6 +40,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -84,7 +87,7 @@ <h1>Create a concept set</h1>
     </div>
 
     <div id="ref-usage">
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">cs</span><span class="op">(</span><span class="va">...</span>, name <span class="op">=</span> <span class="st">""</span>, id <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">cs</span><span class="op">(</span><span class="va">...</span>, <span class="va">name</span>, id <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span>
 <span></span>
 <span><span class="fu">exclude</span><span class="op">(</span><span class="va">...</span><span class="op">)</span></span>
 <span></span>
diff --git a/docs/reference/daysOfSupply.html b/docs/reference/daysOfSupply.html
index 2692b57a..c57f5ba2 100644
--- a/docs/reference/daysOfSupply.html
+++ b/docs/reference/daysOfSupply.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -39,6 +39,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/death.html b/docs/reference/death.html
index 65e28f54..572db088 100644
--- a/docs/reference/death.html
+++ b/docs/reference/death.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/drugEra.html b/docs/reference/drugEra.html
index e4cc9b93..b6f0949d 100644
--- a/docs/reference/drugEra.html
+++ b/docs/reference/drugEra.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/drugExit.html b/docs/reference/drugExit.html
index f0d743c6..1a4b46b6 100644
--- a/docs/reference/drugExit.html
+++ b/docs/reference/drugExit.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/drugExposure.html b/docs/reference/drugExposure.html
new file mode 100644
index 00000000..d4094fdc
--- /dev/null
+++ b/docs/reference/drugExposure.html
@@ -0,0 +1,127 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Query the drug domain — drugExposure • Capr</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/cosmo/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Query the drug domain — drugExposure"><meta property="og:description" content="Query the drug domain"><meta property="og:image" content="/logo.png"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body data-spy="scroll" data-target="#toc">
+    
+
+    <div class="container template-reference-topic">
+      <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
+  <div class="container">
+    <div class="navbar-header">
+      <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false">
+        <span class="sr-only">Toggle navigation</span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+      </button>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Capr</a>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
+      </span>
+    </div>
+
+    <div id="navbar" class="navbar-collapse collapse">
+      <ul class="nav navbar-nav"><li>
+  <a href="../reference/index.html">Reference</a>
+</li>
+<li class="dropdown">
+  <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
+    Articles
+     
+    <span class="caret"></span>
+  </a>
+  <ul class="dropdown-menu" role="menu"><li>
+      <a href="../articles/Capr-conceptSets.html">Working with Concept Sets in Capr</a>
+    </li>
+    <li>
+      <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
+    </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
+    <li>
+      <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
+    </li>
+    <li>
+      <a href="../articles/Examples.html">Cohort Definition Examples</a>
+    </li>
+    <li>
+      <a href="../articles/Using-Capr.html">Using Capr</a>
+    </li>
+  </ul></li>
+<li>
+  <a href="../news/index.html">Changelog</a>
+</li>
+      </ul><ul class="nav navbar-nav navbar-right"><li>
+  <a href="https://ohdsi.github.io/Hades" class="external-link"><img src='https://ohdsi.github.io/Hades/images/hadesMini.png' width=80 height=17 style='vertical-align: top;'></a>
+</li>
+<li>
+  <a href="https://github.com/OHDSI/Capr/" class="external-link">
+    <span class="fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div><!--/.nav-collapse -->
+  </div><!--/.container -->
+</div><!--/.navbar -->
+
+      
+
+      </header><div class="row">
+  <div class="col-md-9 contents">
+    <div class="page-header">
+    <h1>Query the drug domain</h1>
+    <small class="dont-index">Source: <a href="https://github.com/OHDSI/Capr/blob/HEAD/R/query.R" class="external-link"><code>R/query.R</code></a></small>
+    <div class="hidden name"><code>drugExposure.Rd</code></div>
+    </div>
+
+    <div class="ref-description">
+    <p>Query the drug domain</p>
+    </div>
+
+    <div id="ref-usage">
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">drugExposure</span><span class="op">(</span><span class="va">conceptSet</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div id="arguments">
+    <h2>Arguments</h2>
+    <dl><dt>conceptSet</dt>
+<dd><p>A drug concept set</p></dd>
+
+
+<dt>...</dt>
+<dd><p>optional attributes</p></dd>
+
+</dl></div>
+    <div id="value">
+    <h2>Value</h2>
+    
+
+<p>A Capr Query</p>
+    </div>
+
+  </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2>
+    </nav></div>
+</div>
+
+
+      <footer><div class="copyright">
+  <p></p><p>Developed by Martin Lavallee, Adam Black.</p>
+</div>
+
+<div class="pkgdown">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+      </footer></div>
+
+  
+
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+  
+
+  </body></html>
+
diff --git a/docs/reference/drugQuantity.html b/docs/reference/drugQuantity.html
index 75e2053f..aa2078bb 100644
--- a/docs/reference/drugQuantity.html
+++ b/docs/reference/drugQuantity.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -39,6 +39,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/drugRefills.html b/docs/reference/drugRefills.html
index ab064347..c66fb3df 100644
--- a/docs/reference/drugRefills.html
+++ b/docs/reference/drugRefills.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -39,6 +39,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/duringInterval.html b/docs/reference/duringInterval.html
index 2f854701..4387ccb2 100644
--- a/docs/reference/duringInterval.html
+++ b/docs/reference/duringInterval.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -40,6 +40,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/endDate.html b/docs/reference/endDate.html
index 4a0ca725..79fb7ca5 100644
--- a/docs/reference/endDate.html
+++ b/docs/reference/endDate.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/entry.html b/docs/reference/entry.html
index 9dbf90f4..29ca5516 100644
--- a/docs/reference/entry.html
+++ b/docs/reference/entry.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/eq.html b/docs/reference/eq.html
index cad9e5c5..69bd9109 100644
--- a/docs/reference/eq.html
+++ b/docs/reference/eq.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/equals-methods.html b/docs/reference/equals-methods.html
index 31171dae..c13ea7cc 100644
--- a/docs/reference/equals-methods.html
+++ b/docs/reference/equals-methods.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/era.html b/docs/reference/era.html
index 52cb8030..d75c3277 100644
--- a/docs/reference/era.html
+++ b/docs/reference/era.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -39,6 +39,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/eventEnds.html b/docs/reference/eventEnds.html
index 0de517d8..fed53a1c 100644
--- a/docs/reference/eventEnds.html
+++ b/docs/reference/eventEnds.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/eventStarts.html b/docs/reference/eventStarts.html
index 757e529b..22ccc4e8 100644
--- a/docs/reference/eventStarts.html
+++ b/docs/reference/eventStarts.html
@@ -37,7 +37,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -57,6 +57,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/exactly.html b/docs/reference/exactly.html
index 5690cce2..434b371f 100644
--- a/docs/reference/exactly.html
+++ b/docs/reference/exactly.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/exit.html b/docs/reference/exit.html
index 61ab9b17..77ffc707 100644
--- a/docs/reference/exit.html
+++ b/docs/reference/exit.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/firstOccurrence.html b/docs/reference/firstOccurrence.html
index c0976177..1588ad6c 100644
--- a/docs/reference/firstOccurrence.html
+++ b/docs/reference/firstOccurrence.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/fixedExit.html b/docs/reference/fixedExit.html
index 121a3d91..5bf71749 100644
--- a/docs/reference/fixedExit.html
+++ b/docs/reference/fixedExit.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/generateCaprTemplate.html b/docs/reference/generateCaprTemplate.html
index cfba9d40..28ade8ae 100644
--- a/docs/reference/generateCaprTemplate.html
+++ b/docs/reference/generateCaprTemplate.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/getConceptSetCall.html b/docs/reference/getConceptSetCall.html
index 685a6d5c..176afb64 100644
--- a/docs/reference/getConceptSetCall.html
+++ b/docs/reference/getConceptSetCall.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/getConceptSetDetails.html b/docs/reference/getConceptSetDetails.html
index 9ae46cd1..9ae8f6ed 100644
--- a/docs/reference/getConceptSetDetails.html
+++ b/docs/reference/getConceptSetDetails.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -39,6 +39,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/gt.html b/docs/reference/gt.html
index 8c2748d4..98c3f89b 100644
--- a/docs/reference/gt.html
+++ b/docs/reference/gt.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/gte.html b/docs/reference/gte.html
index 8aa35db1..7a2a8003 100644
--- a/docs/reference/gte.html
+++ b/docs/reference/gte.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/index.html b/docs/reference/index.html
index f92ad78d..da3735c8 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -139,14 +142,14 @@ <h2 id="all-functions">All functions <a href="#all-functions" class="anchor" ari
           <p><code><a href="ConceptSetItem-class.html">ConceptSetItem-class</a></code> </p>
         </td>
         <td><p>An S4 class for ConceptSetItem</p></td>
-      </tr><tr><td>
-          <p><code><a href="condition.html">condition()</a></code> </p>
-        </td>
-        <td><p>Query the condition domain</p></td>
       </tr><tr><td>
           <p><code><a href="conditionEra.html">conditionEra()</a></code> </p>
         </td>
         <td><p>Query the condition era domain</p></td>
+      </tr><tr><td>
+          <p><code><a href="conditionOccurrence.html">conditionOccurrence()</a></code> </p>
+        </td>
+        <td><p>Query the condition domain</p></td>
       </tr><tr><td>
           <p><code><a href="continuousObservation.html">continuousObservation()</a></code> </p>
         </td>
@@ -167,10 +170,6 @@ <h2 id="all-functions">All functions <a href="#all-functions" class="anchor" ari
           <p><code><a href="death.html">death()</a></code> </p>
         </td>
         <td><p>Query the condition era domain</p></td>
-      </tr><tr><td>
-          <p><code><a href="drug.html">drug()</a></code> </p>
-        </td>
-        <td><p>Query the drug domain</p></td>
       </tr><tr><td>
           <p><code><a href="drugEra.html">drugEra()</a></code> </p>
         </td>
@@ -179,6 +178,10 @@ <h2 id="all-functions">All functions <a href="#all-functions" class="anchor" ari
           <p><code><a href="drugExit.html">drugExit()</a></code> </p>
         </td>
         <td><p>Function to create an exit based on exit based on the end of a continuous drug exposure</p></td>
+      </tr><tr><td>
+          <p><code><a href="drugExposure.html">drugExposure()</a></code> </p>
+        </td>
+        <td><p>Query the drug domain</p></td>
       </tr><tr><td>
           <p><code><a href="DrugExposureExit-class.html">DrugExposureExit-class</a></code> </p>
         </td>
diff --git a/docs/reference/lt.html b/docs/reference/lt.html
index 5df60318..6c065fb0 100644
--- a/docs/reference/lt.html
+++ b/docs/reference/lt.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/lte.html b/docs/reference/lte.html
index 37bc4a00..d031a7e5 100644
--- a/docs/reference/lte.html
+++ b/docs/reference/lte.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/measurement.html b/docs/reference/measurement.html
index 7ff213df..06c8423e 100644
--- a/docs/reference/measurement.html
+++ b/docs/reference/measurement.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/nbt.html b/docs/reference/nbt.html
index f8f7a5f2..e016e2bc 100644
--- a/docs/reference/nbt.html
+++ b/docs/reference/nbt.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/nestedAttribute-class.html b/docs/reference/nestedAttribute-class.html
index 0e266f60..da0e13de 100644
--- a/docs/reference/nestedAttribute-class.html
+++ b/docs/reference/nestedAttribute-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/nestedWithAll.html b/docs/reference/nestedWithAll.html
index 5744081d..ae24ff47 100644
--- a/docs/reference/nestedWithAll.html
+++ b/docs/reference/nestedWithAll.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/nestedWithAny.html b/docs/reference/nestedWithAny.html
index 98574357..0d87e094 100644
--- a/docs/reference/nestedWithAny.html
+++ b/docs/reference/nestedWithAny.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/nestedWithAtLeast.html b/docs/reference/nestedWithAtLeast.html
index bb23cc52..1641114a 100644
--- a/docs/reference/nestedWithAtLeast.html
+++ b/docs/reference/nestedWithAtLeast.html
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -40,6 +40,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/nestedWithAtMost.html b/docs/reference/nestedWithAtMost.html
index 4c5f9708..62c49fdd 100644
--- a/docs/reference/nestedWithAtMost.html
+++ b/docs/reference/nestedWithAtMost.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/observation.html b/docs/reference/observation.html
index f5384cbc..bf4b4c28 100644
--- a/docs/reference/observation.html
+++ b/docs/reference/observation.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/observationExit.html b/docs/reference/observationExit.html
index a8ba449b..5829078b 100644
--- a/docs/reference/observationExit.html
+++ b/docs/reference/observationExit.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/opAttributeDate-class.html b/docs/reference/opAttributeDate-class.html
index 96e71078..c5749b70 100644
--- a/docs/reference/opAttributeDate-class.html
+++ b/docs/reference/opAttributeDate-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/opAttributeInteger-class.html b/docs/reference/opAttributeInteger-class.html
index 620206c1..b29f312d 100644
--- a/docs/reference/opAttributeInteger-class.html
+++ b/docs/reference/opAttributeInteger-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/opAttributeNumeric-class.html b/docs/reference/opAttributeNumeric-class.html
index 114566d2..cf30d5e0 100644
--- a/docs/reference/opAttributeNumeric-class.html
+++ b/docs/reference/opAttributeNumeric-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/opAttributeSuper-class.html b/docs/reference/opAttributeSuper-class.html
index 794d89d1..50ea260c 100644
--- a/docs/reference/opAttributeSuper-class.html
+++ b/docs/reference/opAttributeSuper-class.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/pipe.html b/docs/reference/pipe.html
index ebc99484..182dbbd4 100644
--- a/docs/reference/pipe.html
+++ b/docs/reference/pipe.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/procedure.html b/docs/reference/procedure.html
index 6dbfc5b2..187516fa 100644
--- a/docs/reference/procedure.html
+++ b/docs/reference/procedure.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/rangeHigh.html b/docs/reference/rangeHigh.html
index 73f0c986..f911b021 100644
--- a/docs/reference/rangeHigh.html
+++ b/docs/reference/rangeHigh.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -39,6 +39,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/rangeLow.html b/docs/reference/rangeLow.html
index 10fcedbf..f6ebc422 100644
--- a/docs/reference/rangeLow.html
+++ b/docs/reference/rangeLow.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -39,6 +39,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/readConceptSet.html b/docs/reference/readConceptSet.html
index 9a9dd1c3..b03fca37 100644
--- a/docs/reference/readConceptSet.html
+++ b/docs/reference/readConceptSet.html
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -38,6 +38,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/startDate.html b/docs/reference/startDate.html
index 63d7a5e7..6c6e492e 100644
--- a/docs/reference/startDate.html
+++ b/docs/reference/startDate.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/toCirce.html b/docs/reference/toCirce.html
index 02ba9da1..3be111e6 100644
--- a/docs/reference/toCirce.html
+++ b/docs/reference/toCirce.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/unit.html b/docs/reference/unit.html
index dfe9b3bc..a2a09c9f 100644
--- a/docs/reference/unit.html
+++ b/docs/reference/unit.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/valueAsNumber.html b/docs/reference/valueAsNumber.html
index f1f26778..a9d76c7e 100644
--- a/docs/reference/valueAsNumber.html
+++ b/docs/reference/valueAsNumber.html
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -39,6 +39,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/visit.html b/docs/reference/visit.html
index cc9eba30..9a082fa9 100644
--- a/docs/reference/visit.html
+++ b/docs/reference/visit.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/withAll.html b/docs/reference/withAll.html
index 6eeecd7c..0a8103f6 100644
--- a/docs/reference/withAll.html
+++ b/docs/reference/withAll.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/withAny.html b/docs/reference/withAny.html
index 8e167f45..1d867283 100644
--- a/docs/reference/withAny.html
+++ b/docs/reference/withAny.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/withAtLeast.html b/docs/reference/withAtLeast.html
index 321fc12d..ddec3f6b 100644
--- a/docs/reference/withAtLeast.html
+++ b/docs/reference/withAtLeast.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/withAtMost.html b/docs/reference/withAtMost.html
index cefbdb17..fd94313c 100644
--- a/docs/reference/withAtMost.html
+++ b/docs/reference/withAtMost.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/reference/writeCohort.html b/docs/reference/writeCohort.html
index 5a2d544f..2f562127 100644
--- a/docs/reference/writeCohort.html
+++ b/docs/reference/writeCohort.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
@@ -97,7 +100,7 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span><span class="va">cs1</span> <span class="op">&lt;-</span> <span class="fu"><a href="cs.html">cs</a></span><span class="op">(</span><span class="fu"><a href="cs.html">descendants</a></span><span class="op">(</span><span class="fu"><a href="cs.html">exclude</a></span><span class="op">(</span><span class="fl">436665</span><span class="op">)</span>,<span class="fl">440383</span>,<span class="fl">442306</span>,<span class="fl">4175329</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">cs1</span> <span class="op">&lt;-</span> <span class="fu"><a href="getConceptSetDetails.html">getConceptSetDetails</a></span><span class="op">(</span><span class="va">cs1</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">x</span> <span class="op">&lt;-</span> <span class="fu"><a href="cohort.html">cohort</a></span><span class="op">(</span><span class="fu"><a href="condition.html">condition</a></span><span class="op">(</span><span class="va">cs1</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">x</span> <span class="op">&lt;-</span> <span class="fu"><a href="cohort.html">cohort</a></span><span class="op">(</span><span class="fu">condition</span><span class="op">(</span><span class="va">cs1</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">writeCohort</span><span class="op">(</span><span class="va">x</span>, <span class="st">"cohortDefinition.json"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 </code></pre></div>
diff --git a/docs/reference/writeConceptSet.html b/docs/reference/writeConceptSet.html
index 5855377e..328559fa 100644
--- a/docs/reference/writeConceptSet.html
+++ b/docs/reference/writeConceptSet.html
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Capr</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.0.4</span>
       </span>
     </div>
 
@@ -37,6 +37,9 @@
     <li>
       <a href="../articles/capr_design.html">Capr Design Guide and Roadmap</a>
     </li>
+    <li>
+      <a href="../articles/capr_objects.html">Capr Objects</a>
+    </li>
     <li>
       <a href="../articles/capr_templates.html">Capr for Templating Cohort Definitions</a>
     </li>
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index ea2ce789..d357f6fc 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -9,6 +9,9 @@
   <url>
     <loc>/articles/capr_design.html</loc>
   </url>
+  <url>
+    <loc>/articles/capr_objects.html</loc>
+  </url>
   <url>
     <loc>/articles/capr_templates.html</loc>
   </url>
@@ -186,6 +189,9 @@
   <url>
     <loc>/reference/conditionEra.html</loc>
   </url>
+  <url>
+    <loc>/reference/conditionOccurrence.html</loc>
+  </url>
   <url>
     <loc>/reference/continuousObservation.html</loc>
   </url>
@@ -543,6 +549,9 @@
   <url>
     <loc>/reference/drugExit.html</loc>
   </url>
+  <url>
+    <loc>/reference/drugExposure.html</loc>
+  </url>
   <url>
     <loc>/reference/DrugExposureExit-class.html</loc>
   </url>
diff --git a/extras/Capr.pdf b/extras/Capr.pdf
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diff --git a/extras/PackageMaintenance.R b/extras/PackageMaintenance.R
index 86463c33..b1fbd06e 100644
--- a/extras/PackageMaintenance.R
+++ b/extras/PackageMaintenance.R
@@ -64,12 +64,17 @@ unlink("extras/pdf_vignette/capr_templates.tex")
 
 
 # capr concept sets
-dir.create(path = "./extras/pdf_vignette/", showWarnings = FALSE)
+#dir.create(path = "./extras/pdf_vignette/", showWarnings = FALSE)
 rmarkdown::render("vignettes/Capr-conceptSets.Rmd", output_file = "../extras/pdf_vignette/Capr-conceptSets.pdf",
                   rmarkdown::pdf_document(latex_engine = "pdflatex", toc = TRUE, number_sections = TRUE))
 unlink("extras/pdf_vignette/Capr-conceptSets.tex")
 
 
+# capr components
+rmarkdown::render("vignettes/capr_objects.Rmd", output_file = "../extras/pdf_vignette/capr_objects.pdf",
+                  rmarkdown::pdf_document(latex_engine = "pdflatex", toc = TRUE, number_sections = TRUE))
+unlink("extras/pdf_vignette/capr_objects.tex")
+
 # build site
 pkgdown::build_site()
 OhdsiRTools::fixHadesLogo()
diff --git a/extras/pdf_vignette/Capr-conceptSets.pdf b/extras/pdf_vignette/Capr-conceptSets.pdf
index 10e844f71288e3003f9faece03664ecfc3b35c19..1e18e143981964fec4113a7622c6526ff47b415d 100644
GIT binary patch
delta 109426
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diff --git a/extras/pdf_vignette/Examples.pdf b/extras/pdf_vignette/Examples.pdf
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diff --git a/extras/pdf_vignette/Using-Capr.pdf b/extras/pdf_vignette/Using-Capr.pdf
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diff --git a/extras/pdf_vignette/capr_design.pdf b/extras/pdf_vignette/capr_design.pdf
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diff --git a/extras/pdf_vignette/capr_templates.pdf b/extras/pdf_vignette/capr_templates.pdf
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diff --git a/tests/testthat/test-nest.R b/tests/testthat/test-nest.R
index 4e70c704..f85a33d5 100644
--- a/tests/testthat/test-nest.R
+++ b/tests/testthat/test-nest.R
@@ -167,7 +167,7 @@ test_that("Can build a cohort with nested groups", {
         withAll(
           atLeast(1, t2d, duringInterval(startWindow = eventStarts(-Inf, 0))),
           exactly(0, t1dDrug, duringInterval(startWindow = eventStarts(-Inf, 0))),
-          atLeast(0, t2dDrug, duringInterval(startWindow = eventStarts(-Inf, 0)))
+          atLeast(1, t2dDrug, duringInterval(startWindow = eventStarts(-Inf, 0)))
         ),
         #Path 4
         withAll(
diff --git a/vignettes/Capr-conceptSets.Rmd b/vignettes/Capr-conceptSets.Rmd
index 939c5557..bdbf53b4 100644
--- a/vignettes/Capr-conceptSets.Rmd
+++ b/vignettes/Capr-conceptSets.Rmd
@@ -56,4 +56,20 @@ ace3
 ```
 
 
+## Fill in missing concept set details
+
+By default, `Capr` puts in minimal information for the concept set, the concept id. However it is often helpful to fill out the remaining information of the concept using the OMOP vocabularies. To fill out the remaining information, a user needs to connect to a OMOP CDM to access the vocabulary information for the concept in the concept set. First we show a regular concept set, and the json it renders. 
+
+```{r baseSet, eval=FALSE}
+diclofenac <- cs(descendants(1124300), name = "diclofenac")
+cat(as.json(diclofenac))
+```
+
+Now we add in the CDM connection to get the remaining information:
+
+```{r fillOut, eval=FALSE}
+con <- DatabaseConnector::connect(Eunomia::getEunomiaConnectionDetails())
+diclofenac <- getConceptSetDetails(diclofenac, con, vocabularyDatabaseSchema = "main")
+cat(as.json(diclofenac))
+```
 
diff --git a/vignettes/Examples.Rmd b/vignettes/Examples.Rmd
index 5e8703b1..52860276 100644
--- a/vignettes/Examples.Rmd
+++ b/vignettes/Examples.Rmd
@@ -51,7 +51,7 @@ cs1 <- cs(descendants(443238, 201820, 442793),
           name = "Type 2 diabetes mellitus (diabetes mellitus excluding T1DM and secondary)")
 
 ch <- cohort(
-  entry = condition(cs1),
+  entry = conditionOccurrence(cs1),
   attrition = attrition(
     atLeast(1, 
             observationPeriod(), 
@@ -74,7 +74,7 @@ cs0 <- cs(descendants(443238, 201820, 442793),
 
 ch <- cohort(
   entry = entry(
-    condition(cs0),
+    conditionOccurrence(cs0),
     observationWindow = continuousObservation(priorDays = 365)
   ),
   exit = exit(
@@ -108,12 +108,12 @@ cs2 <- cs(descendants(195771),
 
 ch <- cohort(
   entry = entry(
-    condition(cs0),
+    conditionOccurrence(cs0),
     observationWindow = continuousObservation(priorDays = 365)
   ),
   attrition = attrition(
-    exactly(0, condition(cs1), duringInterval(eventStarts(-Inf, 0))),
-    exactly(0, condition(cs2), duringInterval(eventStarts(-Inf, 0)))
+    exactly(0, conditionOccurrence(cs1), duringInterval(eventStarts(-Inf, 0))),
+    exactly(0, conditionOccurrence(cs2), duringInterval(eventStarts(-Inf, 0)))
   ),
   exit = exit(
     endStrategy = observationExit()
@@ -153,18 +153,18 @@ cs4 <- cs(descendants(21600744),
 
 ch <- cohort(
   entry = entry(
-    condition(cs0),
-    drug(cs4),
+    conditionOccurrence(cs0),
+    drugExposure(cs4),
     measurement(cs3, valueAsNumber(bt(6.5, 30)), unit("%")),
     measurement(cs3, valueAsNumber(bt(48, 99)), unit("mmol/mol")),
     observationWindow = continuousObservation(priorDays = 365)
   ),
   attrition = attrition(
     'no T1D' = withAll(
-      exactly(0, condition(cs1), duringInterval(eventStarts(-Inf, 0)))
+      exactly(0, conditionOccurrence(cs1), duringInterval(eventStarts(-Inf, 0)))
       ),
     'no secondary diabettes' = withAll(
-      exactly(0, condition(cs2), duringInterval(eventStarts(-Inf, 0)))
+      exactly(0, conditionOccurrence(cs2), duringInterval(eventStarts(-Inf, 0)))
     )
   ),
   exit = exit(
@@ -190,7 +190,7 @@ cs0 <- cs(descendants(195771),
 
 ch <- cohort(
   entry = entry(
-    condition(cs0),
+    conditionOccurrence(cs0),
     observationWindow = continuousObservation(priorDays = 365)
   )
 )
@@ -220,12 +220,12 @@ cs2 <- cs(descendants(195771),
 
 ch <- cohort(
   entry = entry(
-    condition(cs1),
+    conditionOccurrence(cs1),
     observationWindow = continuousObservation(priorDays = 365)
   ),
   attrition = attrition(
-    "no prior T2DM" = exactly(0, condition(cs0), duringInterval(eventStarts(-Inf, 0))),
-    "no prior secondary T1DM" = exactly(0, condition(cs2), duringInterval(eventStarts(-Inf, 0)))
+    "no prior T2DM" = exactly(0, conditionOccurrence(cs0), duringInterval(eventStarts(-Inf, 0))),
+    "no prior secondary T1DM" = exactly(0, conditionOccurrence(cs2), duringInterval(eventStarts(-Inf, 0)))
   )
 )
 
@@ -247,7 +247,7 @@ https://atlas-phenotype.ohdsi.org/#/cohortdefinition/93
 cs0 <- cs(descendants(313217),
           name = "Atrial fibrillation")
 
-ch <- cohort(condition(cs0))
+ch <- cohort(conditionOccurrence(cs0))
 
 ```
 
@@ -273,13 +273,13 @@ op <- cs(descendants(9202, 9203),
 
 ch <- cohort(
   entry = entry(
-    condition(afib,
+    conditionOccurrence(afib,
       nestedWithAny(
         atLeast(1, visit(ip), duringInterval(eventStarts(-Inf, 0), eventEnds(0, Inf))),
         nestedWithAll(
           atLeast(1, visit(op, duringInterval(eventStarts(-Inf, 0), eventEnds(0, Inf)),
             nestedWithAll(
-              atLeast(1, condition(afib, duringInterval(eventStarts(7, 365)),
+              atLeast(1, conditionOccurrence(afib, duringInterval(eventStarts(7, 365)),
                 nestedWithAll(
                   atLeast(1, visit(op, duringInterval(eventStarts(-Inf, 0), eventEnds(0, Inf))))
                 )
diff --git a/vignettes/Using-Capr.Rmd b/vignettes/Using-Capr.Rmd
index 552a03ce..6028bdc0 100644
--- a/vignettes/Using-Capr.Rmd
+++ b/vignettes/Using-Capr.Rmd
@@ -46,7 +46,7 @@ The condition concept ID for Gastrointestinal hemorrhage is 192671. We can creat
 ```{r}
 library(Capr)
 
-GIBleed <- cs(descendants(192671))
+GIBleed <- cs(descendants(192671), name = "GIbleed")
 
 GIBleed
 ```
@@ -63,7 +63,7 @@ of many defaults that match the defaults in Atlas.
 ```{r}
 giBleedCohort <- cohort(
   entry = entry(
-    condition(GIBleed),
+    conditionOccurrence(GIBleed),
     observationWindow = continuousObservation(0L, 0L),
     primaryCriteriaLimit = "First"
   ),
diff --git a/vignettes/capr_objects.Rmd b/vignettes/capr_objects.Rmd
index f514dd97..0e3df579 100644
--- a/vignettes/capr_objects.Rmd
+++ b/vignettes/capr_objects.Rmd
@@ -49,7 +49,7 @@ knitr::kable(tb)
 
 A simple example of how to use a query in `Capr` can be seen below:
 
-```{r}
+```{r queryEx, eval=FALSE}
 t1dConceptSet <- cs(descendants(195771), name = "T1D")
 t1dQuery <- conditionOccurrence(t1dConceptSet)
 ```
@@ -57,13 +57,14 @@ t1dQuery <- conditionOccurrence(t1dConceptSet)
 
 With our query we can apply this in a variety of places within the cohort definition. Below we give an example of a cohort of persons starting on metformin as our index event, where they could not have been diagnosed with Type 1 Diabetes any time prior. 
 
-```{r queryInCohort}
+```{r queryInCohort, eval=FALSE}
 metforminConceptSet <- cs(descendants(1503297), name = "metformin")
 t1dConceptSet <- cs(descendants(195771), name = "T1D")
 
 metforminCohort <- cohort(
   entry = entry(
-    drugExposure(metforminConceptSet, firstOccurrence()), # metformin drug query as index event
+    # metformin drug query as index event
+    drugExposure(metforminConceptSet, firstOccurrence()), 
     observationWindow = continuousObservation(priorDays = -365, postDays = 365L),
     primaryCriteriaLimit = "All"
   ),
@@ -71,15 +72,20 @@ metforminCohort <- cohort(
     'noT1d' = withAll(
       exactly(
         x = 0, 
-        query = conditionOccurrence(t1dConceptSet), # query for t1d occurrence to exclude patients
-        aperture = duringInterval(startWindow = eventStarts(a = -Inf, b = 0, index = "startDate")))
+        # query for t1d occurrence to exclude patients
+        query = conditionOccurrence(t1dConceptSet), 
+        aperture = duringInterval(
+          startWindow = eventStarts(a = -Inf, b = 0, index = "startDate")
+        )
+      )
     )
   ),
   exit = exit(
     endStrategy = observationExit(),
     censor = censoringEvents(
       #exit based on observence of t1d condition
-      conditionOccurrence(t1dConceptSet) # query for t1d occurrence for censor
+      # query for t1d occurrence for censor
+      conditionOccurrence(t1dConceptSet) 
     )
   )
 )
@@ -91,12 +97,13 @@ Notice that the *query* is applied all over this cohort definition. The metformi
 
 The *query* is often contextualized by an attribute. For example in the cohort above, we are searching for metformin in the drug exposure table given it has occurred for the first time in the person history. The attribute is a object that modifies queries by filtering records based on the presence of another parameter. Attributes can be based on person information (such as gender, race, or age), time based (observation at a certain time window), domain based (presence of a code in a different column of the same domain), or event based (based on the observation of another event occurring). We will go into more details on different attributes in a different vignette. In `Capr` as many attributes can be attached within the query after providing the concept set. Example below:
 
-```{r attrInQuery}
+```{r attrInQuery, eval=FALSE}
 t1dConceptSet <- cs(descendants(195771), name = "T1D")
 
 maleT1D <- conditionOccurrence(t1dConceptSet, male())
 maleT1D18andOlder <- conditionOccurrence(t1dConceptSet, male(), age(gte(18)))
-maleT1D18andOlderFirstDx <- conditionOccurrence(t1dConceptSet, male(), age(gte(18)), firstOccurrence())
+maleT1D18andOlderFirstDx <- conditionOccurrence(
+  t1dConceptSet, male(), age(gte(18)), firstOccurrence())
 ```
 
 One special type of attribute is a nested query. This construct is more complex and requires understanding of the *criteria* and *group* objects. We will return to this idea later in this vignette. 
@@ -116,7 +123,7 @@ When building a *criteria* object the user needs: 1) a query, 2) an operator tha
 
 With this definition in mind, let us build an example of a *criteria* object that reflects the image above. 
 
-```{r criteriaExampleA}
+```{r criteriaExampleA, eval=FALSE}
 atenololConceptSet <- cs(descendants(1314002), name - "atenolol")
 
 atenololCriteria <- atLeast(
@@ -130,7 +137,7 @@ atenololCriteria <- atLeast(
 
 This *criteria* specifies that we must observe at least 2 drug exposures of atenolol within 365 days and 30 days before the index start date. By itself, a *criteria* makes little sense. It must sit within the context of the entire cohort definition, where an index event has been specified. In `Capr` the *criteria* object is called in three ways: `atLeast`, `atMost` and `exactly`. The *criteria* object in `Capr` is contextualized by the number of occurrences of the query for its function call. If we wanted to have exactly 2 drug exposures of atenolol or at most 2 drug exposures they can be done as shown below. 
 
-```{r criteriaExampleB}
+```{r criteriaExampleB, eval=FALSE}
 atenololConceptSet <- cs(descendants(1314002), name - "atenolol")
 
 atenololCriteriaA <- exactly(
@@ -153,4 +160,281 @@ atenololCriteriaB <- atMost(
 
 ## Aperture
 
-An important part of the *criteria* object is providing the temporal context to enumerating the occurrences of the query. In `Capr` we term this interval relative to index as the aperture. It is the opening in the patient timeline at which we are enumerating the event of interest. 
+An important part of the *criteria* object is providing the temporal context to enumerating the occurrences of the query. In `Capr` we term this interval relative to index as the aperture. It is the opening in the patient timeline at which we are enumerating the event of interest. An aperture can view when an event starts and when the event ends. For both event start and event end, we define a window for which the event is observed. Below we illustrate a few examples of building an aperture and then show the corresponding the `Capr` code.
+
+![Example 1: Retrospective Start Window](images/aperture1.png)
+In this first example we are observing when an event starts between time of 365 to 30 days before the index start date. To build this aperture we use the following `Capr` code:
+
+```{r aperture1, eval=FALSE}
+aperture1 <- duringInterval(
+  startWindow = eventStarts(a = -365, b = -30, index = "startDate")
+)
+```
+
+Notice that we define the anchor for our index, either the index start date or the index end date. More times than not this will be the index start date. 
+
+![Example 2: Retrospective Start Window all time prior](images/aperture2.png)
+This next example is similar to the first, however now we have an unbounded event window. In this case the event start must be between any time before and 30 days before the index start date. In `Capr` we can always create an unbounded event window by using the `Inf` operator in our code, as shown below.
+
+```{r aperture2, eval=FALSE}
+aperture2 <- duringInterval(
+  startWindow = eventStarts(a = -Inf, b = -30, index = "startDate")
+)
+```
+
+![Example 3: Start window including future time](images/aperture3.png)
+Our next example provides an instance where we want our event window to utilize future time. Normally we want to observe an event prior to index. On occasion we can allow for an event to take place after index. The `Capr` code to build this aperture is shown below:
+
+```{r aperture3, eval=FALSE}
+aperture3 <- duringInterval(
+  startWindow = eventStarts(a = -30, b = 30, index = "startDate")
+)
+```
+
+![Example 4: Start and end window in aperture](images/aperture4.png)
+Our final example shows a scenario when we want the aperture to be constrained by both a start window and end window. The end window is considering observation of the end of the event. Say for example the event era starts with an exposure to a drug and end is when the person stops taking the drug. If the interest is the full time the person was encountering this medical event we need to create both a start and end window in the aperture. The `Capr` code below would replicate the concept from the figure.
+
+```{r aperture4, eval=FALSE}
+aperture4 <- duringInterval(
+  startWindow = eventStarts(a = -365, b = -30, index = "startDate"),
+  endWindow = eventEnds(a = 30, b = 365, index = "startDate")
+)
+```
+
+An aperture has two more potential toggles: a) restrict event to the same visit and b) allow events outside the observation period. By default these options are toggled as `FALSE`, so they do not need to be defined in the `Capr` code unless made `TRUE`. These are more advanced options in cohort building. To use the we add this to aperture example 4 to show a full set of options for an aperture in `Capr`:
+
+```{r aperture5, eval=FALSE}
+aperture5 <- duringInterval(
+  startWindow = eventStarts(a = -365, b = -30, index = "startDate"),
+  endWindow = eventEnds(a = 30, b = 365, index = "startDate"),
+  restrictVisit = TRUE,
+  ignoreObservationPeriod = TRUE
+)
+```
+
+# Group
+
+## Definition
+
+A *group* object is one that binds multiple criteria and sub-groups as a single expression. This is a very powerful construction because it allows us to build all sorts of complexity in our cohort definition. A *group* must have an operator informing how many *criteria* must be `TRUE` in order for the person to enter the cohort. In `Capr` the options available to build a group are: `withAll`, `withAny`, `withAtLeast` and `withAtMost`. The functions are meant to be intuitive in terms of logic building. `withAll` indicates all the criteria must be `TRUE` for the person to remain in the cohort. `withAny` indicates any one of the *criteria* needs to be `TRUE`. The functions `withAtLeast` and `withAtMost` require an integer to determine how many *criteria* must be `TRUE`. 
+
+## Example
+
+To show the idea of a *group* let us consider a very complicated cohort, like the [PheKB T2D case algorithm](https://www.phekb.org/phenotype/type-2-diabetes-mellitus). To consider a person to be a case of T2D, any one of 5 pathways needs to be `TRUE`. 
+
+```{r t2dAlgo, eval=FALSE}
+t2dAlgo <- withAny(
+  # Path 1: 0 T2Dx + 1 T2Rx + 1 abLab
+  withAll(
+    exactly(0, 
+            t2d, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    atLeast(1, 
+            t2dDrug, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    withAny(
+      atLeast(1, 
+              abLabHb, 
+              duringInterval(startWindow = eventStarts(-Inf, 0))
+      ),
+      atLeast(1, 
+              abLabRan, 
+              duringInterval(startWindow = eventStarts(-Inf, 0))
+      ),
+      atLeast(1, 
+              abLabFast, 
+              duringInterval(startWindow = eventStarts(-Inf, 0))
+      )
+    )
+  ),
+  #Path 2: 1 T2Dx + 0 T1Rx + 0 T2Rx + 1 AbLab
+  withAll(
+    atLeast(1, 
+            t2d, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    exactly(0, 
+            t1dDrug, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    exactly(0, 
+            t2dDrug, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    withAny(
+      atLeast(1, 
+              abLabHb, 
+              duringInterval(startWindow = eventStarts(-Inf, 0))
+      ),
+      atLeast(1, 
+              abLabRan, 
+              duringInterval(startWindow = eventStarts(-Inf, 0))
+      ),
+      atLeast(1, 
+              abLabFast, 
+              duringInterval(startWindow = eventStarts(-Inf, 0))
+      )
+    )
+  ),
+  #Path 3: 1 T2Dx + 0 T1Rx + 1 T2Rx
+  withAll(
+    atLeast(1, 
+            t2d, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    exactly(0, 
+            t1dDrug, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    atLeast(1, 
+            t2dDrug, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    )
+  ),
+  #Path 4: 1 T2Dx + 1 T1Rx + 1 T1Rx|T2Rx
+  withAll(
+    atLeast(1, 
+            t2d, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    atLeast(1, 
+            t1dDrug, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    atLeast(1, 
+            t1dDrugWT2Drug, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    )
+  ),
+  #Path 5: 1 T2Dx  + 1 T1Rx + 0 T2Rx + 2 T2Dx
+  withAll(
+    atLeast(1, 
+            t2d, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    atLeast(1, 
+            t1dDrug, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    exactly(0, 
+            t2dDrug, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    atLeast(2, 
+            t2d, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    )
+  )
+)
+```
+
+Each pathway is complex and require multiple criteria to determine a T2D case. The *group* allows us to bundle multiple ideas together to build one complex expression. 
+
+## Notes
+
+Now that we have introduced the *criteria* and *group*, there are a few important comments on how these objects are used within `circe-be`. 
+
+**1) Criteria must be placed within a group**   
+
+A *criteria* can not be used on its own, it must be wrapped in a *group*. Even if only one *criteria* is needed, still wrap it in a *group*. An example would be:
+
+```{r criteriaInGroup, eval=FALSE}
+noT1d <- withAll(
+  # criteria: no t1d prior
+  exactly(
+    x = 0, 
+    query = conditionOccurrence(t1dConceptSet), 
+    aperture = duringInterval(
+      startWindow = eventStarts(a = -Inf, b = 0, index = "startDate")
+    )
+  )
+)
+# wrap this in a group withAll
+```
+
+Further to this point, a single attrition rule is a *group*. The example of `noT1d` above would be a single rule in the cohort attrition. This is how we would apply it:
+
+```{r cohortAttrition, eval=FALSE}
+cohort <- cohort(
+  entry = entry(
+    # index event....
+  ),
+  attrition = attrition(
+    'noT1d' = withAll(
+      exactly(
+        x = 0, 
+        # query for t1d occurrence to exclude patients
+        query = conditionOccurrence(t1dConceptSet), 
+        aperture = duringInterval(
+          startWindow = eventStarts(a = -Inf, b = 0, index = "startDate")
+        )
+      )
+    )
+  ),
+  exit = exit(
+    #cohort exit....
+  )
+)
+```
+
+
+**2) Groups may contain groups**   
+
+A group may contain more groups as part of the same object. We saw this in the PheKB T2D example where one path required an abnormal lab. In the definition there are 3 types of abnormal labs: random glucose, fasting glucose and HbA1c. Any one of these three could be abnormal as part of path 1 of the case algorithm. To build this we need a group within a group.
+
+```{r groupInGroup, eval=FALSE}
+# Path 1: 0 T2Dx + 1 T2Rx + 1 abLab
+path1 <- withAll(
+  exactly(0, 
+          t2d, 
+          duringInterval(startWindow = eventStarts(-Inf, 0))
+  ),
+  atLeast(1, 
+          t2dDrug, 
+          duringInterval(startWindow = eventStarts(-Inf, 0))
+  ),
+  withAny(
+    atLeast(1, 
+            abLabHb, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    atLeast(1, 
+            abLabRan, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    ),
+    atLeast(1, 
+            abLabFast, 
+            duringInterval(startWindow = eventStarts(-Inf, 0))
+    )
+  )
+)
+```
+
+**3) Nested criteria are groups**
+
+Previously we mentioned a special kind of attribute called a nested criteria (also known via ATLAS as a correlated criteria). The idea of a nested criteria is that the index event is based on a particular concept set expression as opposed to the entry event of the cohort definition. For example, we want to build a cohort based on a hospitalization due to heart failure. In this case a person is counted in the cohort if they have first an inpatient visit given that a heart failure (HF) diagnosis has occurred around the time of the inpatient visit. In `Capr` a nested attribute uses the same syntax as a *group* with a prefix of `nested-`, as shown in the example below. The enumeration of the *criteria* is now indexed based on the inpatient visit rather than the entry event of the cohort definition. 
+
+```{r hospHf, eval=FALSE}
+ipCse <- cs(descendants(9201, 9203, 262), name = "visit")
+hf <- cs(descendants(316139), name = "heart failure")
+
+query <- visit(
+  ipCse, #index
+  #nested attribute
+  nestedWithAll(
+    atLeast(1,
+            conditionOccurrence(hf),
+            duringInterval(
+              startWindow = eventStarts(0, Inf, index = "startDate"),
+              endWindow = eventStarts(-Inf, 0, index = "endDate")
+            )
+    )
+  )
+)
+```
+
+# Concluding Remarks
+
+For more information on sub-components of a cohort definition via `circe-be`, users should watch the [videos](https://www.youtube.com/@chrisknoll2007) created by Chris Knoll outlining these ideas. while these videos utilize ATLAS, `Capr` follows the same principles. 
diff --git a/vignettes/capr_templates.Rmd b/vignettes/capr_templates.Rmd
index c79a569b..d21c4485 100644
--- a/vignettes/capr_templates.Rmd
+++ b/vignettes/capr_templates.Rmd
@@ -10,12 +10,13 @@ vignette: >
 ```{r, include = FALSE}
 knitr::opts_chunk$set(
   collapse = TRUE,
-  comment = "#>"
+  comment = "#>",
+  eval = FALSE
 )
 ```
 
 
-```{r setup}
+```{r setup, echo=FALSE}
 library(Capr)
 ```
 
@@ -30,7 +31,7 @@ To build all these cohorts using a template, we can easily define the logic in C
 cvEvents <- function(conceptSet) {
   cd <- cohort(
     entry = entry(
-      condition(conceptSet),
+      conditionOccurrence(conceptSet),
       observationWindow = continuousObservation(365, 0)
     ),
     exit = exit(
@@ -71,7 +72,7 @@ cvEvents2 <- function(conceptSet) {
   #Capr template logic
   cd <- cohort(
     entry = entry(
-      condition(conceptSet),
+      conditionOccurrence(conceptSet),
       observationWindow = continuousObservation(365, 0)
     ),
     exit = exit(
@@ -105,7 +106,7 @@ cvEvents3 <- function(file) {
   #Capr template logic
   cd <- cohort(
     entry = entry(
-      condition(conceptSet),
+      conditionOccurrence(conceptSet),
       observationWindow = continuousObservation(365, 0)
     ),
     exit = exit(
diff --git a/vignettes/images/aperture1.png b/vignettes/images/aperture1.png
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HcmV?d00001


From c26f195d4d553b1eb486e260e5ebd940baab47d0 Mon Sep 17 00:00:00 2001
From: Martin Lavallee <44976592+mdlavallee92@users.noreply.github.com>
Date: Mon, 3 Jul 2023 13:18:33 -0400
Subject: [PATCH 7/7] update pkg maintenance

---
 extras/PackageMaintenance.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/extras/PackageMaintenance.R b/extras/PackageMaintenance.R
index b1fbd06e..b2656cad 100644
--- a/extras/PackageMaintenance.R
+++ b/extras/PackageMaintenance.R
@@ -57,7 +57,7 @@ unlink("extras/pdf_vignette/Using-Capr.tex")
 
 
 # capr templates
-dir.create(path = "./extras/pdf_vignette/", showWarnings = FALSE)
+#dir.create(path = "./extras/pdf_vignette/", showWarnings = FALSE)
 rmarkdown::render("vignettes/capr_templates.Rmd", output_file = "../extras/pdf_vignette/capr_templates.pdf",
                   rmarkdown::pdf_document(latex_engine = "pdflatex", toc = TRUE, number_sections = TRUE))
 unlink("extras/pdf_vignette/capr_templates.tex")