Verification register Bio, Health & Neuro
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 85
- Reported
- 84
- Verified
- 76
- Gap
- +9
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed minus verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-06-28
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
- 7
- Tier 1
- 3
- Tier 2
- 1
- Tier 3
- 3
- Supports
- 6
- Contradicts
- 1
- 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
This is the initial public reading. No earlier readiness change is recorded.