Evidence map›Paper›PMID 42025798›Full record

ArticleMayo Clinic proceedings2026

The Evolving Role of Large Language Models in Health Care Research and Scientific Communication.

Jaleh Zand, Milovan Suvakov, Shauna M Overgaard, Carmen J Silvano, Laura M Meiners, Jungwei W Fan, Rickey E Carter, Mark L Wieland, Christi A Patten, Sagar B Dugani and 7 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Mayo Clinic proceedings, 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

17 authors.

Jaleh ZandDivision of Nephrology and Hypertension, Mayo Clinic, Rochester, MN.
Milovan SuvakovDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.
Shauna M OvergaardCenter for Digital Health, Mayo Clinic, Rochester, MN.
Carmen J SilvanoCenter for Clinical and Translational Science, Mayo Clinic, Rochester, MN.
Laura M MeinersCenter for Clinical and Translational Science, Mayo Clinic, Rochester, MN.
Jungwei W FanDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN; Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN; Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN.
Rickey E CarterDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.
Mark L WielandDivision of Community Internal Medicine, Geriatrics, and Palliative Care, Mayo Clinic, Rochester, MN.
Christi A PattenPsychiatry and Psychology, Mayo Clinic, Rochester, MN.
Sagar B DuganiCenter for Clinical and Translational Science, Mayo Clinic, Rochester, MN; Division of Hospital Internal Medicine, Mayo Clinic, Rochester, MN.
Heidi L DieterDepartment of Research Administration, Mayo Clinic, Rochester, MN.
Chung-Li WiDepartment of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, MN.
Young J JuhnDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN; Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN; Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, MN.
Felicity T EndersDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, MN; Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN; Division of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, MN.
Matthew R CallstromDepartment of Radiology, Mayo Clinic, Rochester, MN.
Vijay H ShahDivision of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN.
Vesna D GarovicDivision of Nephrology and Hypertension, Mayo Clinic, Rochester, MN; Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN. Electronic address: garovic.vesna@mayo.edu.

Funding

Mayo Clinic Center for Clinical and Translational Science (CCaTS UL1 Supplement - Dr. Timothy Curry)UL1TR002377 · NCATS · MAYO CLINIC ROCHESTER · PI VESNA D GAROVIC · 2017 to 2026
$78.4M
NCATS NIH HHS UL1 TR002377
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID42025798
PMCPMC13170483

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.