Verification register Bio, Health & Neuro
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Watch
Primary summary from verified readiness
- Confidence
- 83% · stale
- Computed at
- 2026-08-20T10:54:27.470974+00:00
- Claimed
- 55
- Reported
- 55
- Verified
- 50
- Gap
- +5
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Growing
Decision
What the current evidence supports
Human editorial judgment · 2026-08-20
Track; not yet
- Why
- Reported AUC uplift on a hard subgroup (no-nodule scans 0.76 vs 0.64), MIT-licensed and reproducible, peer-reviewed in CHEST, but retrospective-only validation, no clearance, and an immature two-stage codebase keep it at evaluation stage.
- Next
- Pilot the open-source Sybil-Epi against an internal retrospective LDCT cohort to reproduce the reported AUC uplift over Sybil; assess clinical-variable data availability before any prospective consideration.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 14
- Tier 1
- 2
- Tier 2
- 10
- Tier 3
- 2
- Supports
- 8
- Contradicts
- 2
- Context
- 4
- Latest observed
- 2026-03-01
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-07-19 Reading moved from watch to watch.