{
  "schema_version": "1.0",
  "artifact": {
    "id": "REPLACE_WITH_ARTIFACT_ID",
    "title": "Research Evaluation Artifact",
    "type": "model_biomarker_evaluation",
    "version": "0.1-draft",
    "status": "draft",
    "owner": "REPLACE_WITH_GOVERNANCE_OWNER_ROLE",
    "date": "YYYY-MM-DD",
    "change_summary": "Initial research-only draft."
  },
  "intended_use": {
    "purpose": "Document an aggregate research evaluation and its limitations.",
    "intended_users": [
      "research methodologist",
      "governance reviewer"
    ],
    "population_scope": "aggregate_or_synthetic_only",
    "decision_role": "research_evaluation_governance_only",
    "boundary_statement": "Not for patient care or live clinical use."
  },
  "prohibited_uses": [
    "No patient-specific output.",
    "No diagnosis or prognosis for a person.",
    "No treatment recommendation, treatment selection, or care plan.",
    "No dosing or medication instruction.",
    "No triage or urgency assignment.",
    "No autonomous decision.",
    "No alarm or alert.",
    "No bedside or point-of-care use.",
    "No live clinical use or deployment.",
    "No claim of regulatory compliance, authorization, or approval.",
    "No claim of HIPAA compliance or de-identification."
  ],
  "data_governance": {
    "data_level": "synthetic",
    "phi_supplied": false,
    "raw_rows_supplied": false,
    "provenance": "Synthetic aggregate template; replace with approved aggregate provenance.",
    "data_cut_date": "YYYY-MM-DD",
    "disclosure_policy": "Organization-approved policy; minimum cell size and complementary suppression selected before release."
  },
  "limitations": [
    "Aggregate summaries cannot support person-level inference.",
    "External validity depends on the evaluated population and setting.",
    "Passing structural checks does not establish clinical validity, utility, safety, fairness, authorization, or compliance."
  ],
  "human_review": {
    "required": true,
    "roles": [
      "methodologist",
      "domain expert",
      "privacy or governance reviewer"
    ],
    "completed": false,
    "approval_boundary": "Release requires documented approval by the accountable organization; no approval permits patient-care use."
  },
  "validation": {
    "external_validation": "REPLACE_WITH_STATUS_AND_EVIDENCE",
    "calibration": "REPLACE_WITH_STATUS_AND_EVIDENCE",
    "subgroup_fairness": "REPLACE_WITH_STATUS_AND_EVIDENCE",
    "uncertainty": "REPLACE_WITH_INTERVAL_METHOD_AND_LIMITATIONS",
    "human_factors": "REPLACE_WITH_STATUS; live clinical evaluation is outside this skill."
  },
  "lifecycle": {
    "monitoring_plan": "Define aggregate performance, calibration, subgroup, drift, incident, and review cadence.",
    "change_control": "Record version, rationale, validation, approval, and rollback for every change.",
    "audit_plan": "Retain sources, data/code versions, commands, reviewers, decisions, and unresolved issues without sensitive data.",
    "retirement_criteria": "Define evidence, performance, safety, governance, or obsolescence triggers."
  },
  "compliance_claims": false,
  "sources": [
    {
      "id": "SRC-001",
      "citation": "REPLACE_WITH_FULL_AUTHORITATIVE_CITATION",
      "url": "REPLACE_WITH_CANONICAL_URL",
      "accessed": "YYYY-MM-DD"
    }
  ]
}