Evidence map›Paper›PMID 42450893›Full record

ArticleHealthcare (Basel, Switzerland)2026

Generative AI-Assisted Simulation Training Is Associated with Higher Post-Intervention Diagnostic Communication Scores Across Type 2 Diabetes, Obesity, and Breast Cancer Scenarios.

Bruno Manuel García-García, Bguelly Jean N'guessan-Sánchez, María Fernanda Romero-Guevara, Jazel Jarquín-Ramírez, Nallely Guadalupe Aguilar-Marchand, María Guadalupe Gutiérrez-López, César Javier Sánchez-Ramón, Ari Evelyn Castañeda-Ramírez, Angel Corchado-Vargas, Pável Eber Bautista Portilla and 5 more

Abstract read
In one paragraph

Article in Healthcare (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

15 authors.

Bruno Manuel García-GarcíaCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.
Bguelly Jean N'guessan-SánchezCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.
María Fernanda Romero-GuevaraCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.
Jazel Jarquín-RamírezCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.
Nallely Guadalupe Aguilar-MarchandCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.
María Guadalupe Gutiérrez-LópezCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.
César Javier Sánchez-RamónCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.
Ari Evelyn Castañeda-RamírezCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.
Angel Corchado-VargasCarrera de Psicología, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.
Pável Eber Bautista PortillaDepartamento de Farmacia, Facultad de Quimica, Universidad Nacional Autónoma de México, Mexico City 04510, Mexico.ORCID 0009-0007-7560-3198
Ángel Elizalde-MéndezServicio de Ginecología Oncológica, Instituto Nacional de Perinatología, Mexico City 11000, Mexico.
Isis Villafuerte-TunaalFacultad de Medicina, Universidad Autónoma de Durango, Mazatlan 82123, Mexico.
Adolfo René Méndez-CruzCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.ORCID 0000-0002-4231-1961
Brenda Ofelia Jay-JímenezCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.
Héctor Iván Saldívar-CerónCarrera de Médico Cirujano, Facultad de Estudios Superiores-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla 54090, Mexico.ORCID 0000-0002-9125-9100

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

breast cancerdiagnostic communicationgenerative artificial intelligencelarge language modelsmedical educationobesitysimulation trainingstandardized patientstype 2 diabetes mellitusundergraduate medical educationvirtual patients

Identifiers

PMID42450893
PMCPMC13361968

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.