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A synthetic R4SUB evidence table for study ONCO-2025-001 covering all four R4SUB (R for Regulatory Submission) pillars (quality, trace, risk, usability) with 29 rows across ADSL, ADRS, and ADTTE datasets. Demonstrates realistic evidence patterns for an oncology submission with mixed pass/warn/fail results.

Usage

oncology_evidence

Format

A tibble with 29 rows and 17 columns:

run_id

Character. Unique run identifier.

study_id

Character. Study identifier (ONCO-2025-001).

asset_type

Character. Asset type: dataset, define, program, validation, spec, other.

asset_id

Character. Asset identifier (e.g., ADSL, ADRS).

source_name

Character. Source tool name.

source_version

Character. Version of the source tool.

indicator_id

Character. Indicator identifier (e.g., Q-MISS-VAR).

indicator_name

Character. Human-readable indicator name.

indicator_domain

Character. Domain: quality, trace, risk, usability.

severity

Character. Severity: info, low, medium, high, critical.

result

Character. Result: pass, fail, warn, na.

metric_value

Numeric. Metric value (if applicable).

metric_unit

Character. Unit for metric_value.

message

Character. Descriptive message.

location

Character. Location reference (e.g., ADRS:AVAL).

evidence_payload

Character. JSON payload with additional details.

created_at

POSIXct. Timestamp when evidence was created.

Source

Synthetic evidence data for a Phase II oncology trial.

Examples

data(oncology_evidence)
table(oncology_evidence$indicator_domain)
#> 
#>   quality      risk     trace usability 
#>        10         7         6         6 
table(oncology_evidence$result)
#> 
#> fail pass warn 
#>    4   18    7