Verification register Bio, Health & Neuro
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Mature
Primary summary from verified readiness
- Confidence
- 84% · stale
- Computed at
- 2026-08-20T10:53:37.157733+00:00
- Claimed
- 85
- Reported
- 84
- Verified
- 76
- Gap
- +9
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
- FDA-cleared (both MMG and CXR), CE-marked in 35+ countries, large training set, peer-reviewed comparative accuracy, independent BreastScreen Norway validation, and real-world deployment data make it the most mature of the three — guardrails needed only because false positives and autonomous-reader regulation remain live constraints.
- Next
- Scope a concurrent-read (not replacement) pilot integrating INSIGHT MMG/CXR into existing double-reading or triage workflow, with prospective tracking of recall and cancer-detection rates against current baseline.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 12
- Tier 1
- 6
- Tier 2
- 1
- Tier 3
- 5
- Supports
- 10
- Contradicts
- 2
- Context
- 0
- Latest observed
- 2026-02-24
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 mature to mature.