ClinAuthBench V1 Release Notes
ClinAuthBench v1 is a synthetic inpatient health authorization benchmark. V1 focuses on adult inpatient psychiatric authorization over dense 72-hour chart packets.
Included
README.md: Hugging Face dataset card.data/synthetic_bh_cases_v1_mdp_180.json: 180-case public release file.docs/schema.md: public schema summary.docs/release_notes.md: this release note.docs/release_manifest.md: packaging manifest and exclusions.docs/huggingface_upload.md: upload and loading notes.
Not Included
The Hugging Face release package intentionally excludes:
- review batch files
- archived pilot files
- earlier pilot files
- local audit result JSON files
__pycache__.DS_Store- generated QA output directories
Dataset Composition
- Total cases: 180.
- Continued-stay cases: 108.
- Safe/LLOC-ready cases: 72.
- Contradiction/conflicting-documentation cases: 22.
- Rule-based MDP cases: 120.
- Probabilistic MDP cases: 60.
- Probabilistic MDP trace range: cases 121-180.
QA Summary
- Deterministic QA passed: PASS=180, REVIEW=0, FAIL=0.
- Claude PHI audit sampled 30 full-content cases: PASS=30, FAIL=0.
Scope
V1 is evaluation-scale and should be used for benchmark evaluation, error analysis, prompt testing, and small calibration studies. It is not training-from-scratch scale.
The dataset uses generalized synthetic authorization criteria and does not represent any payer, provider, facility, EHR, contract, or proprietary utilization-management rule set.
All chart dates are synthetic timeline artifacts and do not correspond to real patient encounters or real facility operations.
License
ClinAuthBench v1 is released under the Creative Commons Attribution 4.0 International license (CC BY 4.0).