ClarusC64/clinical-quad-safety-underreporting-conmed-misattributio-lag-governance-interim-v0.1
Clarus Clinical Quad Coupling Safety Signal Integrity v0.1 PurposeDetect safety signal distortion driven by four interacting nodes. Quad nodes Apparent AE decline or mismatch Conmed masking or missing timing Data entry or monitoring lag Governance or interim timing pressure InputOne vignette. OutputStrict JSON only. Required keys safety_signal_risk risk_type driver_nodes recommended_action action_detail rationale confidence Filesdata/train.csvdata/test.csvscorer.py… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-safety-underreporting-conmed-misattributio-lag-governance-interim-v0.1.
Clarus Clinical Quad Coupling Safety Signal Integrity v0.1
Purpose Detect safety signal distortion driven by four interacting nodes.
Quad nodes
- Apparent AE decline or mismatch
- Conmed masking or missing timing
- Data entry or monitoring lag
- Governance or interim timing pressure
Input One vignette.
Output Strict JSON only.
Required keys
- safetysignalrisk
- risk_type
- driver_nodes
- recommended_action
- action_detail
- rationale
- confidence
Files data/train.csv data/test.csv scorer.py
Run scoring Create JSONL predictions.
python scorer.py --goldcsv data/test.csv --predsjsonl preds.jsonl