Evidence map›Paper›PMID 41156197›Full record

ArticleJournal of clinical medicine2025

Secondary Prevention of AFAIS: Deploying Traditional Regression, Machine Learning, and Deep Learning Models to Validate and Update CHA2DS2-VASc for 90-Day Recurrence.

Jenny Simon, Łukasz Kraiński, Michał Karliński, Maciej Niewada, On Behalf Of The Vista-Acute Collaboration

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2025. 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

5 authors.

Jenny SimonDepartment of Experimental and Clinical Pharmacology, Medical University of Warsaw, 02-091 Warsaw, Poland.ORCID 0000-0003-1703-0436
Łukasz KraińskiSGH Warsaw School of Economics, 02-554 Warsaw, Poland.ORCID 0000-0002-3664-468X
Michał Karliński2nd Department of Neurology, Institute of Psychiatry and Neurology, 02-957 Warsaw, Poland.
Maciej NiewadaDepartment of Experimental and Clinical Pharmacology, Medical University of Warsaw, 02-091 Warsaw, Poland.ORCID 0000-0002-3730-1996
On Behalf Of The Vista-Acute Collaboration

Funding

Medical University of Warsaw 1M9/3/MGED/N/22Medical University of Warsaw M/MG/69/22
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

atrial fibrillationclinical prediction ruleoral anticoagulantssecondary preventionstroke risk prediction

Identifiers

PMID41156197
PMCPMC12565214

What OpenQuestion 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 OpenQuestion graph.