Mobiusi/Medical-Decision-Making-Capacity-Assessment-Constraint-Verification-Benchmark

Medical Decision-Making Capacity Assessment Constraint Verification Benchmark

This benchmark presents structured JSON cases containing specific medical decisions, patient interview evidence, clinical context, and claimed decision-making capacity assessments to be verified. Cases focus on the elements required for each decision, enabling evaluation of whether conclusions are supported by the evidence and whether material information gaps or conflicts are identified. It is designed for model evaluation, constraint reasoning research, and clinical AI validation in consultation-liaison psychiatry.

Technical Specifications

Field	Type	Description
evidence_gaps	array	Material information missing from the record that prevents or limits validation of the assessment.
overall_result	string	The overall judgment on whether the claimed assessment is supported by the available decision-specific evidence.
clinical_context	object	Relevant clinical and communication information for interpreting the interview evidence.
decision_context	object	The medical decision being considered and the stakes specific to that decision.
constraint_checks	array	Explicit checks of whether the proposed assessment follows the constraints of a decision-specific capacity evaluation.
overall_rationale	string	A concise synthesis of the required elements, constraint checks, evidence gaps, and conflicts supporting the overall result.
required_elements	array	Decision-specific capacity elements and an evidence-based assessment of whether each element is addressed.
claimed_assessment	object	The capacity determination and supporting rationale to evaluate against the specific decision and interview evidence.
evidence_conflicts	array	Material contradictions among the interview evidence, clinical context, and claimed assessment.
interview_evidence	array	Patient statements and observations from the interview that may support or challenge capacity elements.

Compliance Statement

Authorization Type	CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Source & Contact

contact@mobiusi.com