Overview
Research workflow overview
Research use only — non-diagnostic. Synthetic data only. Not for clinical decision-making. This frontend demonstrates a research-only synthetic ORAMA workflow for longitudinal cancer-risk analysis planning on Vercel-compatible infrastructure.
What this scaffold covers
Each page models a different stage of the synthetic research journey without handling real clinical data.
Use the upload flow to preview local file metadata only, validate a mocked dataset contract, configure a synthetic analysis job, and inspect demo cohort and metric outputs.
This scaffold only demonstrates a mocked synthetic workflow. It does not store, upload, or transmit real dataset contents. Research use only — non-diagnostic. Synthetic data only. Not for clinical decision-making.
Guardrails
This application is intentionally constrained to non-clinical, synthetic research usage.
- • Never use this scaffold for diagnosis, triage, or treatment selection.
- • Never upload direct identifiers such as names, MRNs, addresses, or contact information.
- • Treat all metrics, exclusions, and reports as placeholders until backed by a real private backend.
Upload synthetic dataset metadata
Inspect file metadata locally without transmitting or persisting dataset contents.
Map columns to the ORAMA contract
Align mock source columns to participants, observations, outcomes, encounters, and data dictionary fields.
Review validation findings
Load scaffolded errors and warnings from a mock validation endpoint.
Configure a mock longitudinal analysis
Set horizons and inclusion thresholds before creating a synthetic job.