Clinical Input Workspace
Prepare a noisy clinical note and execute deterministic correction with an auditable response contract.
Enterprise Trial
Deterministic Engine
Maximum input length is 1500 characters, excluding spaces.
Runs deterministic correction, routing, evidence, and JSON output.
Insert demo context
Supported clinical domains
Insert demo content for other domains.
Response Contract
Production integration payload for hospital and clinic SaaS workflows.
Execute the engine to inspect the selected response shape.
Transformation
ORIGINAL → CORRECTED
Decision Summary
SUMMARY VIEW
Selected Domain: —
Relative Score: 0
Average Confidence: 0%
Correction Count: 0
Candidate Domains: 0
Corrections
Preserved Tokens
Evidence Marks Click to expand token-level correction evidence
Technical Explainability Click to expand routing trace and ranking logic
A/B
Stage A/B — Lexicon Scoring
Raw noisy-text lexical signal and domain candidate scoring.
C
Stage C — Top-K Selection
Top domains selected for downstream correction attempts.
D
Stage D — Per-Domain Correction
Each candidate domain attempts corrections and records confidence.
E
Stage E — Multi-Signal Re-Ranking
Candidates re-ranked using prior score, exact-term score, and final evidence.
F
Stage F — Winner Selection
Highest final score domain selected as the authoritative clinical context.
Candidate Scores Click to expand comparative domain ranking
| Rank | Domain | Prior Score | Exact Term | Final Score | Relative |
|---|---|---|---|---|---|
| No candidate scores yet. | |||||
Raw JSON Click to expand full API payload
Raw API response payload