| advisor_output_discipline | gpt-5.4 | PASS_FAIL | 3 |
| ai_disclaimer_compliance | gpt-5.4 | PASS_FAIL | 3 |
| anti_automation_bias | gpt-5.4 | PASS_FAIL | 6 |
| clinical_coherence | gpt-5.4 | PASS_FAIL | 6 |
| closure_document_verification | gpt-5.4 | PASS_FAIL | 3 |
| closure_quality | gpt-5.4 | PASS_FAIL | 4 |
| computed_scores_documentation | gpt-5.4 | PASS_FAIL | 3 |
| demographic_provenance | gpt-5.4 | PASS_FAIL | 1 |
| documentation_completeness | gpt-5.4 | PASS_FAIL | 7 |
| general_consultation_quality | gpt-5.4 | PASS_FAIL | 3 |
| icd10_lookup_alignment | gpt-5.4 | PASS_FAIL | 3 |
| normative_completeness | gpt-5.4 | PASS_FAIL | 4 |
| ophthalmology_risk_workup | gpt-5.4 | PASS_FAIL | 3 |
| orthopedics_msk_workup | gpt-5.4 | PASS_FAIL | 3 |
| output_language_consistency | gpt-5.4 | PASS_FAIL | 2 |
| pharma_safety_review_discipline | gpt-5.4 | PASS_FAIL | 3 |
| protocol_planner_alignment | gpt-5.4 | PASS_FAIL | 3 |
| smoke_check | gpt-5.4 | PASS_FAIL | 1 |
| source_hierarchy_citations | gpt-5.4 | PASS_FAIL | 3 |
| vital_signs_acuity_gap | gpt-5.4 | PASS_FAIL | 1 |