Evidence map›Paper›PMID 40325519›Full record

ArticleANZ journal of surgery2025

OpenAI's 'Deep Research' for the Generation of Comprehensive Referenced Medical Text: Uses and Cautions.

Daniel Jesudason, Christina Gao, Ishith Seth, Weng Onn Chan, Stephen Bacchi

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ANZ journal of surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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

5 authors.

Daniel JesudasonFaculty of Health & Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia.ORCID https://orcid.org/0009-0001-7604-0119
Christina GaoFaculty of Health & Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia.ORCID https://orcid.org/0009-0005-0033-3352
Ishith SethDepartment of Plastic & Reconstructive Surgery, Peninsula Health, Frankston, Victoria, Australia.ORCID https://orcid.org/0000-0001-5444-8925
Weng Onn ChanFaculty of Health & Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia.
Stephen BacchiFaculty of Health & Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia.ORCID https://orcid.org/0000-0001-5130-8628

Funding

Fulbright Association
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencedeep researchlarge language modelsmachine learningmedical text

Identifiers

PMID40325519
PMCPMC12641354

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.