Evidence mapPaperPMID 42122002Full record

ArticleDiagnostics (Basel, Switzerland)2026

Biological Cardiovascular Age Derived from Coronary CTA Reports Using a Large Language Model: A Novel Predictor of Major Adverse Cardiovascular Events?

Gudrun M Feuchtner, Yannick Scharll, Johannes Deeg, Valentin Bilgeri, Philipp Spitaler, Malik Galijasevic, Michael Swoboda, Leonhard Gruber, Gerlig Widmann, Pietro G Lacaita

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Gudrun M FeuchtnerDepartment of Radiology, Innsbruck Medical University, 6020 Innsbruck, Austria.ORCID 0000-0001-6755-4399
Yannick ScharllDepartment of Radiology, Innsbruck Medical University, 6020 Innsbruck, Austria.
Johannes DeegDepartment of Radiology, Innsbruck Medical University, 6020 Innsbruck, Austria.ORCID 0000-0002-5139-4287
Valentin BilgeriDepartment of Internal Medicine III, Cardiology & Angiology, Innsbruck Medical University, 6020 Innsbruck, Austria.ORCID 0009-0006-4889-2177
Philipp SpitalerDepartment of Internal Medicine III, Cardiology & Angiology, Innsbruck Medical University, 6020 Innsbruck, Austria.ORCID 0000-0002-5908-2923
Malik GalijasevicDepartment of Radiology, Innsbruck Medical University, 6020 Innsbruck, Austria.ORCID 0000-0001-6577-0784
Michael SwobodaDepartment of Radiology, Innsbruck Medical University, 6020 Innsbruck, Austria.ORCID 0009-0001-9626-8065
Leonhard GruberDepartment of Radiology, Innsbruck Medical University, 6020 Innsbruck, Austria.
Gerlig WidmannDepartment of Radiology, Innsbruck Medical University, 6020 Innsbruck, Austria.ORCID 0000-0002-7255-0672
Pietro G LacaitaDepartment of Radiology, Innsbruck Medical University, 6020 Innsbruck, Austria.ORCID 0009-0008-4049-4494

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencebiological ageCAD-RADScardiovascular risk predictioncoronary artery diseasecoronary CTAlarge language modelMACE

Identifiers

PMID42122002
PMCPMC13163461

What Socratic holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.