1. Clinical Hallucination Audit: Effectiveness in preventing
fabricated medical data or non-existent references?
CPIP | Clinical Audit Metrics
2. Assumption Detection: Identifying hidden diagnostic risks and
"silent" clinical assumptions?
3. Data Integrity: Accuracy in retaining and prioritizing full
patient medical history?
4. Logic Trace Continuity: Professional medical reasoning path
clarity and continuity?
5. Risk Flagging: Speed and accuracy of identifying high-risk
clinical paths?
6. Ethical Compliance: Alignment with global medical data privacy
and safety standards?
7. Cross-Model Consistency: Performance stability across different
AI architectures?