Verification register Bio, Health & Neuro
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Ready
Primary summary from verified readiness
- Confidence
- 68% · stale
- Computed at
- 2026-08-20T10:52:07.705102+00:00
- Claimed
- 75
- Reported
- 66
- Verified
- 57
- Gap
- +18
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-08-20
Adopt with guardrails
- Why
- Open MIT-licensed, fast, and strong on held-out FEP+/CASP16, but a large body of independent benchmarks documents narrow dynamic range, memorization, and instability — usable for triage, not as a physics replacement.
- Next
- Deploy for fast triage/enrichment in early virtual screening with target-specific calibration and a physics-based (FEP) confirmation gate; avoid molecular glues and flexible-pocket targets, and validate against in-house actives before trusting rankings.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 14
- Tier 1
- 0
- Tier 2
- 8
- Tier 3
- 6
- Supports
- 6
- Contradicts
- 6
- Context
- 2
- Latest observed
- 2026-02-01
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 ready to ready.