Evidence map›Paper›PMID 40647657›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Assessing the Accuracy of Diagnostic Capabilities of Large Language Models.

Andrada Elena Urda-Cîmpean, Daniel-Corneliu Leucuța, Cristina Drugan, Alina-Gabriela Duțu, Tudor Călinici, Tudor Drugan

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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

6 authors.

Andrada Elena Urda-CîmpeanDepartment of Medical Informatics and Biostatistics, Iuliu Hațieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania.ORCID 0000-0001-7685-0085
Daniel-Corneliu LeucuțaDepartment of Medical Informatics and Biostatistics, Iuliu Hațieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania.ORCID 0000-0003-4218-8622
Cristina DruganDepartment of Medical Biochemistry, Iuliu Hațieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania.ORCID 0000-0001-9136-2530
Alina-Gabriela DuțuDepartment of Medical Biochemistry, Iuliu Hațieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania.
Tudor CăliniciDepartment of Medical Informatics and Biostatistics, Iuliu Hațieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania.ORCID 0000-0001-8434-4078
Tudor DruganDepartment of Medical Informatics and Biostatistics, Iuliu Hațieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania.ORCID 0000-0003-0097-262X

Funding

Iuliu Hațieganu University of Medicine and Pharmacy 32/54/16 16.12.2024 - Internal Grants for Teaching Staff and Researchers
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencediagnostic accuracylarge language modesmedical education

Identifiers

PMID40647657
PMCPMC12248924

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.