Evidence map›Paper›PMID 40353809›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2025

Large language models for identifying depression concerns in cancer patients.

Yu Wang, Xin Ye, Huiping Luo, Wei Feng

Abstract readComment
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 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

5 · Who and what money

Authors and funding

4 authors.

Yu WangInstitute for Advanced Study in Social Sciences, Fudan University, Shanghai 200433, China.ORCID 0000-0001-5666-7881
Xin YeInstitute for Global Public Policy and LSE-Fudan Research Center for Global Public Policy, Fudan University, Shanghai 200433, China.ORCID 0000-0002-8429-0900
Huiping LuoENT institute and Department of Otorhinolaryngology, Eye & ENT Hospital, Fudan University, Shanghai 200031, China.ORCID 0000-0001-6134-4614
Wei FengDepartment of Psychological Medicine, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.

Funding

Beijing Xisike Clinical Oncology Research Foundation Y-HS202202-0165Construction of the Public Health System in Shanghai GWVI-11.2-XD23Funds for High-quality Discipline ConstructionKey Project of the National Natural Science Foundation of China 72234001National Natural Science Foundation of China 72234001National Natural Science Foundation of China 72304070Three-Year Action Plan for Strengthening
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID40353809
PMCPMC12277682

What OpenQuestion holds

Textmetadata
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.