
Intersecting the cohort with columns of an OMOP table of user's choice. It will add an extra column to the cohort, indicating the intersected entries with the target columns in a window of the user's choice.
Source:R/addTableIntersect.R
addTableIntersectField.Rd
Intersecting the cohort with columns of an OMOP table of user's choice. It will add an extra column to the cohort, indicating the intersected entries with the target columns in a window of the user's choice.
Usage
addTableIntersectField(
x,
tableName,
field,
indexDate = "cohort_start_date",
censorDate = NULL,
window = list(c(0, Inf)),
targetDate = startDateColumn(tableName),
inObservation = TRUE,
order = "first",
allowDuplicates = FALSE,
nameStyle = "{table_name}_{extra_value}_{window_name}",
name = NULL
)
Arguments
- x
Table with individuals in the cdm.
- tableName
Name of the table to intersect with. Options: visit_occurrence, condition_occurrence, drug_exposure, procedure_occurrence, device_exposure, measurement, observation, drug_era, condition_era, specimen, episode.
- field
The columns from the table in tableName to intersect over. For example, if the user uses visit_occurrence in tableName then for field the possible options include visit_occurrence_id, visit_concept_id, visit_type_concept_id.
- indexDate
Variable in x that contains the date to compute the intersection.
- censorDate
whether to censor overlap events at a specific date or a column date of x.
- window
window to consider events in when intersecting with the chosen column.
- targetDate
The dates in the target columns in tableName that the user may want to restrict to.
- inObservation
If TRUE only records inside an observation period will be considered.
- order
which record is considered in case of multiple records (only required for date and days options).
- allowDuplicates
Whether to allow multiple records with same conceptSet, person_id and targetDate. If switched to TRUE, it can have a different and unpredictable behavior depending on the cdm_source.
- nameStyle
naming of the added column or columns, should include required parameters.
- name
Name of the new table, if NULL a temporary table is returned.
Examples
# \donttest{
cdm <- mockPatientProfiles()
cdm$cohort1 |>
addTableIntersectField(
tableName = "visit_occurrence",
field = "visit_concept_id",
order = "last",
window = c(-Inf, -1)
)
#> # Source: table<og_143_1740755741> [?? x 5]
#> # Database: DuckDB v1.2.0 [unknown@Linux 6.8.0-1021-azure:R 4.4.2/:memory:]
#> cohort_definition_id subject_id cohort_start_date cohort_end_date
#> <int> <int> <date> <date>
#> 1 1 2 1975-02-26 1984-02-04
#> 2 1 6 1954-06-06 1969-10-24
#> 3 1 9 1936-05-31 1936-06-25
#> 4 3 4 1991-06-27 1995-02-28
#> 5 3 1 1982-07-03 1982-10-28
#> 6 3 7 1925-07-12 1925-12-01
#> 7 3 5 1930-07-13 1931-02-23
#> 8 2 8 1991-02-25 2006-06-12
#> 9 1 3 1916-05-04 1931-06-26
#> 10 3 10 1976-02-20 1976-11-19
#> # ℹ 1 more variable: visit_occurrence_visit_concept_id_minf_to_m1 <int>
mockDisconnect(cdm = cdm)
# }