Evidence map›Paper›PMID 40844780›Full record

ArticleJAMA network open2025

Clinician Perspectives on AI-Generated Drafts of Patient Test Result Explanations.

Shreya J Shah, Abishek Nair, Kirsten Murtagh, Stephen P Ma, Kyle Vogt, Danyelle Clutter, Liban Sheikh, Haley Schmidt, Margaret Smith, Arun Lakhotia and 6 more

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
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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

16 authors.

Shreya J ShahDepartment of Medicine, Stanford University School of Medicine, Stanford, California.
Abishek NairTechnology and Digital Solutions, Stanford Medicine, Stanford, California.
Kirsten MurtaghStanford Healthcare AI Applied Research Team, Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, California.
Stephen P MaDepartment of Medicine, Stanford University School of Medicine, Stanford, California.
Kyle VogtTechnology and Digital Solutions, Stanford Medicine, Stanford, California.
Danyelle ClutterTechnology and Digital Solutions, Stanford Medicine, Stanford, California.
Liban SheikhTechnology and Digital Solutions, Stanford Medicine, Stanford, California.
Haley SchmidtTechnology and Digital Solutions, Stanford Medicine, Stanford, California.
Margaret SmithStanford Healthcare AI Applied Research Team, Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, California.
Arun LakhotiaTechnology and Digital Solutions, Stanford Medicine, Stanford, California.
Lance BullockTechnology and Digital Solutions, Stanford Medicine, Stanford, California.
Aditya BhasinTechnology and Digital Solutions, Stanford Medicine, Stanford, California.
Michael A PfefferDepartment of Medicine, Stanford University School of Medicine, Stanford, California.
Christopher SharpDepartment of Medicine, Stanford University School of Medicine, Stanford, California.
Steven LinDepartment of Medicine, Stanford University School of Medicine, Stanford, California.
Patricia GarciaDepartment of Medicine, Stanford University School of Medicine, Stanford, California.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID40844780
PMCPMC12374212

What Socratic 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 Socratic graph.