Evidence map›Paper›PMID 41010880›Full record

ArticleJournal of clinical medicine2025

Human-in-the-Loop Performance of LLM-Assisted Arterial Blood Gas Interpretation: A Single-Center Retrospective Study.

Sergio Ayala-De la Cruz, Paola Elizabeth Arenas-Hernández, María Fernanda Fernández-Herrera, Rebeca Alejandrina Quiñones-Díaz, Jorge Martín Llaca-Díaz, Erik Alejandro Díaz-Chuc, Diana Guadalupe Robles-Espino, Erik Alejandro San Miguel-Garay

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Sergio Ayala-De la CruzFacultad de Medicina y Hospital Universitario "Dr. José Eleuterio González", Departamento de Patología Clínica, Universidad Autónoma de Nuevo León, Monterrey 64460, Nuevo León, Mexico.ORCID 0000-0001-5184-3532
Paola Elizabeth Arenas-HernándezFacultad de Medicina y Hospital Universitario "Dr. José Eleuterio González", Universidad Autónoma de Nuevo León, Monterrey 64460, Nuevo León, Mexico.ORCID 0009-0006-2563-3287
María Fernanda Fernández-HerreraFacultad de Medicina y Hospital Universitario "Dr. José Eleuterio González", Universidad Autónoma de Nuevo León, Monterrey 64460, Nuevo León, Mexico.ORCID 0009-0005-4007-608X
Rebeca Alejandrina Quiñones-DíazFacultad de Medicina y Hospital Universitario "Dr. José Eleuterio González", Universidad Autónoma de Nuevo León, Monterrey 64460, Nuevo León, Mexico.
Jorge Martín Llaca-DíazFacultad de Medicina y Hospital Universitario "Dr. José Eleuterio González", Departamento de Patología Clínica, Universidad Autónoma de Nuevo León, Monterrey 64460, Nuevo León, Mexico.ORCID 0000-0001-6875-2530
Erik Alejandro Díaz-ChucFacultad de Medicina y Hospital Universitario "Dr. José Eleuterio González", Departamento de Patología Clínica, Universidad Autónoma de Nuevo León, Monterrey 64460, Nuevo León, Mexico.
Diana Guadalupe Robles-EspinoFacultad de Medicina y Hospital Universitario "Dr. José Eleuterio González", Departamento de Patología Clínica, Universidad Autónoma de Nuevo León, Monterrey 64460, Nuevo León, Mexico.ORCID 0000-0002-2802-5643
Erik Alejandro San Miguel-GarayFacultad de Medicina y Hospital Universitario "Dr. José Eleuterio González", Departamento de Patología Clínica, Universidad Autónoma de Nuevo León, Monterrey 64460, Nuevo León, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

acid–base imbalanceblood gas analysisgenerative artificial intelligencemedical students

Identifiers

PMID41010880
PMCPMC12470526

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.