{
  "id": "workflow:clinical-data-pipeline-review",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-biomedical.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Clinical Data Pipeline Review",
    "workflowKind": "governance",
    "triggerType": "event-driven",
    "typicalCadence": "per-study",
    "complexity": "single-team",
    "description": "Reviews clinical data pipelines for CDISC/SDTM compliance --\nvalidating data transformations from EDC systems, checking derivation\nlogic against analysis datasets, ensuring audit trail integrity for\n21 CFR Part 11 compliance, verifying de-identification procedures for\nPHI, and confirming data lock readiness for statistical analysis.\nExcludes statistical analysis itself.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "role:staff-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "role:security-reviewer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "skill-area:observability-pipeline",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "domain:biomedical-engineering",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "domain:scientific-computing",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "responsibility:security-review",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "org-unit:data-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:clinical-data-pipeline-review",
      "to": "org-unit:research-engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}