Evidence map›Paper›PMID 41308492›Full record

ArticleClinical imaging2026

Amplifying signal-to-noise: Responsible use of large language models in radiology publishing.

Albert S Song, Evan M Masutani, Ali S Tejani, Tara A Retson

Abstract readEditorial
In one paragraph

Article in Clinical imaging, 2026. 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. Review
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

4 authors.

Albert S SongUniversity of California, San Diego, Department of Radiology, 9500 Gilman Dr., La Jolla, CA, 92093, United States of America.
Evan M MasutaniUniversity of California, San Diego, Department of Radiology, 9500 Gilman Dr., La Jolla, CA, 92093, United States of America.
Ali S TejaniUniversity of California, San Francisco, Department of Radiology, 505 Parnassus Ave, San Francisco, CA, 94143, United States of America.
Tara A RetsonUniversity of California, San Diego, Department of Radiology, 9500 Gilman Dr., La Jolla, CA, 92093, United States of America. Electronic address: tretson@health.ucsd.edu.

Funding

Traning Clinical Scientists in Radiological ImagingT32EB005970 · NIBIB · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Eric Y Chang, Rebecca Ann Rakow-Penner · 2007 to 2026
$3.2M
NIBIB NIH HHS T32 EB005970
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Ethics in AIGenerative AILarge language modelsRadiology publishing

Identifiers

PMID41308492
PMCPMC12928988

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.