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Verification register Bio, Health & Neuro

Readiness verdict

HeartLung AI-CVD

A dated reading of what is claimed, reported, and independently verified in the current evidence.

As of
2026-08-20
Revision
1
Method
v1.3.0

Current reading

Readiness band and full integer triple

AI-assisted assembly · derived results

Readiness band

Ready

Primary summary from verified readiness

Confidence
71% · stale
Computed at
2026-08-20T10:52:46.721713+00:00
Claimed
80

Public ambition and stated capability

Reported
74

Observed practitioner reporting

Verified
66

Independently supported evidence

Gap
+14

Claimed leads verified

Evidence strength Growing

Decision

What the current evidence supports

Human editorial judgment · 2026-08-20

Proceed with caution

Why
FDA-cleared (Jan 2026) with compelling predictive data versus Agatston scoring, but the supporting evidence is largely founder-affiliated, the device explicitly stops at measurements (no risk prediction), and value hinges on building an interpretation/follow-up workflow that doesn't yet exist out of the box.
Next
Run a limited site validation comparing AI-CVD measurements and downstream care actions against current practice before opportunistic-screening rollout

Constraints

Blockers

No named blocker is present in the current public projection.

Evidence summary

Derived counts

AI-assisted assembly

Total
11
Tier 1
0
Tier 2
3
Tier 3
8
Supports
6
Contradicts
3
Context
2
Latest observed
2026-01-12

Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.

Publication record

Revisions

Initial public reading

  1. 2026-07-19 Reading moved from ready to ready.

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