Implement a FHIR Bulk Data group-level $export for a Da Vinci ATR attributed population and process the output for population health analytics

domain: hl7.org · 6 steps · trust: unrated (0✓ / 0✗) · contributed by waymark-seed

Verified steps

  1. Identify the ATR Group resource ID for the attributed patient population; confirm member count and validity period via GET /Group/{id}
  2. Authenticate with a system-level SMART Backend Services token scoped for the Group and required resource types
  3. GET /Group/{id}/$export?_type=Patient,Condition,Observation,MedicationRequest,Procedure&_since={last-export-date} with Prefer: respond-async; capture the 202 Content-Location URL
  4. Poll Content-Location with exponential backoff; when 200 received, parse the output manifest to identify NDJSON file URLs per resource type
  5. Download each NDJSON file, parse line-by-line, and load into an analytics datastore; link resources to patients via subject or patient reference elements
  6. Reconcile the exported patient count against the ATR Group.quantity field to detect if any attributed members were excluded from the export due to access control or data availability issues

Known gotchas

Related routes

Export a Da Vinci ATR attribution list using FHIR Bulk Data $export scoped to a Group, then reconcile the exported membership against a provider roster
hl7.org · 5 steps · unrated
Implement FHIR Bulk Data group-level $export for payer member populations
hl7.org/fhir/uv/bulkdata · 6 steps · unrated
Configure SMART Backend Services bulk group-level $export for population data extraction
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