Adds a sequential identifier (endpoint_spec_id) to each row of an endpoint
definition table. These IDs track endpoint specifications through the analysis
pipeline and enable mapping of results back to original endpoint definitions.
Value
data.table with an additional endpoint_spec_id column containing
sequential integers starting from 1.
Examples
library(data.table)
# Typical endpoint definition table from chef workflows
endpoints <- data.table(
endpoint_label = c("Primary Efficacy", "Safety", "Tolerability"),
analysis_type = c("efficacy", "adverse_event", "adverse_event"),
custom_pop_filter = c("AGE >= 18", "SAFFL=='Y'", "SAFFL=='Y'")
)
# Add sequential IDs for tracking through analysis pipeline
endpoints_with_ids <- add_id(endpoints)
endpoints_with_ids
#> endpoint_label analysis_type custom_pop_filter endpoint_spec_id
#> <char> <char> <char> <int>
#> 1: Primary Efficacy efficacy AGE >= 18 1
#> 2: Safety adverse_event SAFFL=='Y' 2
#> 3: Tolerability adverse_event SAFFL=='Y' 3
# The endpoint_spec_id column now uniquely identifies each endpoint
# and can be used to map statistical results back to endpoint definitions