Evidence map›Paper›PMID 40561496›Full record

ArticleJournal of medical Internet research2025

Large Language Models Could Revolutionize Health Care, but Technical Hurdles May Limit Their Applications.

Diva Beltramin, Cédric Bousquet, Théophile Tiffet

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

3 authors.

Diva BeltraminMedical Information Department, Hospices Civils de Lyon, 3 Quai des Célestins, Lyon, 69002, France, 33 72357066.ORCID http://orcid.org/0000-0001-8498-6150
Cédric BousquetLaboratory of Medical Informatics and Knowledge Engineering in e-Health, Sorbonne University, Paris, France.ORCID http://orcid.org/0000-0001-9775-2476
Théophile TiffetPublic Health and Medical Information Unit, Saint-Étienne University Hospital Center, Saint-Étienne, France.ORCID http://orcid.org/0000-0003-2975-0553

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

AIartificial intelligencedigital healthlarge language modelLLMsmedical diagnosismultimodal data integrationnatural language processingNLPtechnological fairnesstreatment

Identifiers

PMID40561496
PMCPMC12242853

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.