ClarusC64/clinical-quad-enrollment-criteria-drift-site-selection-bias-screening-pressure-v0.1
Clarus Clinical Quad Coupling Enrollment Criteria Drift Site Selection Bias Screening Pressure v0.1 PurposeDetect enrollment population drift driven by four interacting nodes. Quad nodes Criteria relaxation or documentation gap Site selection or recruitment bias Screening workflow pressure Governance or interim timing pressure InputOne vignette. OutputStrict JSON only. Required keys enrollment_drift_risk risk_type driver_nodes recommended_action action_detail rationale… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-enrollment-criteria-drift-site-selection-bias-screening-pressure-v0.1.
Clarus Clinical Quad Coupling Enrollment Criteria Drift Site Selection Bias Screening Pressure v0.1
Purpose Detect enrollment population drift driven by four interacting nodes.
Quad nodes
- Criteria relaxation or documentation gap
- Site selection or recruitment bias
- Screening workflow pressure
- Governance or interim timing pressure
Input One vignette.
Output Strict JSON only.
Required keys
- enrollmentdriftrisk
- risk_type
- driver_nodes
- recommended_action
- action_detail
- rationale
- confidence
Files data/train.csv data/test.csv scorer.py
Run scoring Create JSONL predictions and run:
python scorer.py --goldcsv data/test.csv --predsjsonl preds.jsonl