Evidence map›Paper›PMID 41562923›Full record

ArticleMedical sciences (Basel, Switzerland)2026

AI in the Hot Seat: Head-to-Head Comparison of Large Language Models and Cardiologists in Emergency Scenarios.

Vedat Cicek, Lili Zhao, Yalcin Tur, Ahmet Oz, Sahhan Kilic, Gorkem Durak, Faysal Saylik, Mert Ilker Hayiroglu, Tufan Cinar, Ulas Bagci

Abstract readComparative Study
PubMed Full text at PMC Publisher
In one paragraph

Article in Medical sciences (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.

Vedat CicekMachine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, Chicago, IL 60611, USA.
Lili ZhaoDepartment of Preventive Medicine, Biostatistics and Informatics Division, Northwestern University, Chicago, IL 60611, USA.ORCID 0000-0002-6366-8206
Yalcin TurMachine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, Chicago, IL 60611, USA.
Ahmet OzDepartment of Cardiology, Istanbul Education and Research Hospital, Istanbul 34098, Turkey.ORCID 0000-0003-0268-9641
Sahhan KilicCorlu State Hospital, Tekirdag 59860, Turkey.ORCID 0000-0002-3524-5396
Gorkem DurakMachine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, Chicago, IL 60611, USA.ORCID 0000-0002-1608-1955
Faysal SaylikDepartment of Cardiology, Van Training and Research Hospital, Health Sciences University, Van 65100, Turkey.ORCID 0000-0003-3165-6769
Mert Ilker HayirogluDepartment of Cardiology, Dr. Siyami Ersek Cardiovascular and Thoracic Surgery Research and Training Hospital, Istanbul 34668, Turkey.
Tufan CinarSchool of Medicine, University of Maryland, Baltimore, MD 21201, USA.ORCID 0000-0001-8188-5020
Ulas BagciMachine & Hybrid Intelligence Lab, Department of Radiology, Northwestern University, Chicago, IL 60611, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

CardiologistsCross-Sectional StudiesGenerative Artificial IntelligenceHumansLarge Language ModelsMyocardial Infarctioncatheterization laboratoryChatGPTlarge language modelsmyocardial infarction

Identifiers

PMID41562923
PMCPMC12821637

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.