cohort_table
objects constructor.
Arguments
- table
cdm_table object with at least: cohort_definition_id, subject_id, cohort_start_date, cohort_end_date.
- cohortSetRef
Table with at least: cohort_definition_id, cohort_name
- cohortAttritionRef
Table with at least: cohort_definition_id, number_subjects, number_records, reason_id, reason, excluded_subjects, excluded_records.
- cohortCodelistRef
Table with at least: cohort_definition_id, codelist_name, and concept_id.
- .softValidation
Whether to perform a soft validation of consistency. If set to FALSE four additional checks will be performed: 1) a check that cohort end date is not before cohort start date, 2) a check that there are no missing values in required columns, 3) a check that cohort duration is all within observation period, and 4) that there are no overlapping cohort entries
Examples
person <- dplyr::tibble(
person_id = 1, gender_concept_id = 0, year_of_birth = 1990,
race_concept_id = 0, ethnicity_concept_id = 0
)
observation_period <- dplyr::tibble(
observation_period_id = 1, person_id = 1,
observation_period_start_date = as.Date("2000-01-01"),
observation_period_end_date = as.Date("2023-12-31"),
period_type_concept_id = 0
)
cohort1 <- dplyr::tibble(
cohort_definition_id = 1, subject_id = 1,
cohort_start_date = as.Date("2020-01-01"),
cohort_end_date = as.Date("2020-01-10")
)
cdm <- cdmFromTables(
tables = list(
"person" = person,
"observation_period" = observation_period,
"cohort1" = cohort1
),
cdmName = "test"
)
cdm
#>
#> ── # OMOP CDM reference (local) of test ────────────────────────────────────────
#> • omop tables: person, observation_period
#> • cohort tables: -
#> • achilles tables: -
#> • other tables: cohort1
cdm$cohort1 <- newCohortTable(table = cdm$cohort1)
cdm
#>
#> ── # OMOP CDM reference (local) of test ────────────────────────────────────────
#> • omop tables: person, observation_period
#> • cohort tables: cohort1
#> • achilles tables: -
#> • other tables: -
settings(cdm$cohort1)
#> # A tibble: 1 × 2
#> cohort_definition_id cohort_name
#> <int> <chr>
#> 1 1 cohort_1
attrition(cdm$cohort1)
#> # A tibble: 1 × 7
#> cohort_definition_id number_records number_subjects reason_id reason
#> <int> <int> <int> <int> <chr>
#> 1 1 1 1 1 Initial qualify…
#> # ℹ 2 more variables: excluded_records <int>, excluded_subjects <int>
cohortCount(cdm$cohort1)
#> # A tibble: 1 × 3
#> cohort_definition_id number_records number_subjects
#> <int> <int> <int>
#> 1 1 1 1