{
  "status": "SYNTHETIC_RESEARCH_RUN_COMPLETED_HUMAN_REVIEW_DEFERRED",
  "completed_at": "2026-10-27T01:19:09.220476+00:00",
  "source_hashes_checked": 24,
  "synthetic_trajectories": 300,
  "train_examples": 207,
  "test_examples": 93,
  "models_evaluated": [
    "ClinLoop AI",
    "Logistic regression",
    "Gradient-boosted trees",
    "Neural network (32,16)"
  ],
  "patient_overlap": 0,
  "exact_predictor_overlap": 0,
  "human_review_deferred_by_user": true,
  "human_reviews_pending": 24,
  "human_reviews_approved": 0,
  "clinical_use_authorized": false,
  "clinical_accuracy_established": false,
  "runtime_signoffs_created": false,
  "trained_models_saved_or_activated": false,
  "real_patient_data_used": false,
  "hospital_or_cloud_connections": false,
  "shared_services_restarted": false,
  "limitations": [
    "Synthetic generator labels share assumptions with the rule engine",
    "Patient separation is within this synthetic cohort only",
    "No template-family, site, temporal or external clinical validation",
    "No learned comparator can open, close or suppress a clinical task",
    "Learned baselines use structured event features, not raw reports or images"
  ],
  "next_stage": "Independent source review and adjudicated clinical evaluation before patient-care use",
  "version": "2026-10-27.usability1",
  "channel": "research-preview",
  "clinical_files_pending": 11,
  "software_ml_files_pending": 13,
  "publication_scope": "Public synthetic-data research preview; no patient-care authorization",
  "engineering_candidate_source_commit": "66d04888a850129d0a4b0da4431065a8575ed944",
  "release_verification": {
    "container_tests_passed": 1071,
    "review_tool_git_tests_passed_separately": 26,
    "tests_passed_combined": 1097,
    "subtests_passed": 122,
    "container_skipped": 27,
    "preexisting_skip": 1,
    "existing_warnings": 4,
    "seeded_benchmark": "passed",
    "page_width_theme_checks_passed": 156,
    "actual_css_widths": [
      320,
      768,
      1024,
      1150,
      1151,
      3840
    ],
    "clean_container_menu_routes_passed": 13,
    "container_startup_evidence_resources_passed": 5,
    "container_exposure_boundaries_passed": 3,
    "paid_provider_calls_tested": false,
    "real_patient_accuracy_tested": false
  },
  "review_schema_version": 2,
  "gmlp_gap_assessment": "docs/reviews/gmlp-gap-assessment-20261027.json",
  "ai_generated_review_records_imported_as_human": false,
  "engineering_rechecked_at": "2026-10-27T06:40:00.843886+00:00",
  "evidence_scope": {
    "kind": "historical_release_record",
    "recorded_release_date": "2026-10-27",
    "source_commit": "66d04888a850129d0a4b0da4431065a8575ed944",
    "applies_to_current_modified_candidate": false,
    "current_candidate_status": "requires_separate_source_bound_verification_and_pending_human_review",
    "note": "Original historical counts, approvals, timestamps and source identity are preserved; they are not evidence for subsequent modified source or the deployed site."
  }
}