{
  "ok": true,
  "scope": "MaxArc Impact Platform - advanced OpenLab-style lab-to-doctor foundation (Task-004)",
  "notice": "Fictional demonstration data only. No real patient data, specimens, lab results, clinician identities, or credentials. Standalone-first with local sample data; optional integration with OpenELIS, OpenLab, FHIR, DHIS2, and EHRs. AI is assistive only; authorized human clinician review and immutable audit remain required.",
  "summary": {
    "totalLabOrders": 6,
    "pendingSpecimens": 3,
    "completedResults": 2,
    "urgentAbnormalResults": 2,
    "delayedTurnaroundRisks": 2,
    "aiReviewSignalCount": 4,
    "doctorRoutingQueueCount": 1,
    "icdCodedResultCount": 3,
    "continuityFollowUpCount": 3,
    "missingEvidenceCount": 2,
    "boundaryReminder": {
      "impactDomain": "impact.maxarchealth.com",
      "impactPort": "3201",
      "medicalLibraryBoundary": "library.maxarchealth.com remains separate (port 3101, not used here)"
    }
  },
  "positioning": {
    "standaloneFirst": true,
    "integrationReady": true,
    "optionalIntegrations": [
      "OpenELIS",
      "OpenLab",
      "FHIR",
      "DHIS2",
      "EHR"
    ],
    "audiences": [
      "Global Fund-style programs",
      "ministries of health",
      "national disease programs",
      "hospitals and health systems",
      "lab networks",
      "donors",
      "NGOs and implementing partners",
      "emergency response programs"
    ],
    "offlineCapable": true
  },
  "resultLifecycle": [
    "ordered",
    "collected",
    "in-transit",
    "in-lab",
    "in-analysis",
    "resulted",
    "in-review",
    "pending-authorization",
    "released",
    "delivered-to-doctor",
    "acknowledged"
  ],
  "aiPosture": {
    "statement": "AI supports lab-to-doctor review: it flags, triages, summarizes, and suggests, but never diagnoses autonomously or releases results without authorized human review.",
    "assists": [
      "flag abnormal results",
      "identify likely disease result categories",
      "detect delayed turnaround risk",
      "detect missing lab evidence",
      "summarize result review priority",
      "suggest next-review steps",
      "support ICD coding suggestions"
    ],
    "mustNot": [
      "diagnose autonomously",
      "replace clinician judgment",
      "approve final result release without authorized human review",
      "close follow-up tasks automatically",
      "delete audit records",
      "override doctor or program review"
    ]
  },
  "humanControls": {
    "roles": [
      "lab-technician",
      "senior-lab-technician",
      "lab-director",
      "phlebotomist",
      "ordering-physician",
      "clinical-officer",
      "program-reviewer",
      "auditor-read-only"
    ],
    "requirements": [
      "authorized human review required before final result release",
      "separation of duties between analysis and authorization for high-stakes results",
      "clinician judgment required for diagnosis and treatment decisions",
      "immutable audit trail for every result authorization, release, and follow-up action"
    ]
  },
  "boundary": {
    "impactDomain": "impact.maxarchealth.com",
    "impactPort": "3201",
    "medicalLibraryBoundary": "library.maxarchealth.com remains separate (port 3101, not used here)"
  },
  "routes": [
    "/lab-operations/orders",
    "/lab-operations/specimens",
    "/lab-operations/results",
    "/lab-operations/test-catalog",
    "/lab-operations/doctor-routing",
    "/lab-operations/ai-review-signals",
    "/lab-operations/turnaround-risks",
    "/lab-operations/quality-flags",
    "/lab-operations/icd-coding",
    "/lab-operations/continuity-links",
    "/lab-operations/summary",
    "/lab-operations-dashboard"
  ]
}