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
- 89% · stale
- Computed at
- 2026-09-22T23:27:14.984527+00:00
- Claimed
- 55
- Reported
- 55
- Verified
- 51
- Gap
- +4
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 · 2026-09-22
Track; not yet
- Why
- Strong peer-style benchmark leadership and genuinely open weights/code, but single-center training data, no regulatory path, and no production track record keep it well short of adoptable for any pragma.vision surface.
- Next
- Monitor for multi-site external validation before any prototype; the HuggingFace checkpoints are confirmed ECL-2.0 (a permissive open license), so license is no longer a blocker - treat as a reference benchmark, not a buildable dependency.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 7
- Tier 1
- 7
- Tier 2
- 0
- Tier 3
- 0
- Supports
- 4
- Contradicts
- 1
- Context
- 2
- Latest observed
- 2025-11-21
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Revision 2
- 2026-07-19 Reading moved from watch to watch.
- 2026-09-22 Reading moved from watch to watch.