Ophthalmology Claims
Synthetic ophthalmology claims for benchmarking diagnostic imaging, injection cadence, surgical routing, drug authorization, medical-versus-vision benefit edges, and appeal realism.
100K-500K+ records available
Denial behavior patterns
Injection cadence mismatch
Diagnostic documentation gap
Vision-medical benefit routing
Surgery authorization delay
Schema highlights
{
"claim_id": ...,
"claim_filing_indicator_code": ...,
"primary_cpt_code": ...,
"service_region": ...,
"denial_carc_code": ...,
"appeal_turnaround_days": ...,
"documentation_risk_score": ...,
"benchmark_bucket": ...
}Full schema + data dictionary included with Starter tier and above.
Free sample available
Get a 1K-row CSV sample of this pack — schema, source manifest, and synthetic-only attestation included. No PHI. CC BY 4.0.
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upstream.cx ↗100K rows
- CSV + Parquet delivery
- Source manifest and synthetic-only attestation
- Quality and claim-realism reports
- Signed URL fulfillment
500K rows
- CSV + Parquet delivery
- Transaction, event, and adjudication trace artifacts
- Scenario manifests and readiness reports
- Model training and regression-suite license
Custom volume
- Custom payer archetypes and scenarios
- All-pack or specialty bundle licensing
- Dedicated delivery workflow
- Legal, security, and procurement review
Synthetic-only data, no PHI. Delivered by signed link.