Evidence map›Paper›PMID 40869701›Full record

ReviewJournal of clinical medicine2025

Systematic Review on Large Language Models in Orthopaedic Surgery.

Kevin Mo, Rowen Lin, Evan Dunn, Gio Girgis, William Fang, John Walsh, Nicole Banyai-Flores, Troy Watson, Daniel Lee

Abstract readReview
In one paragraph

Review in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Review
  7. 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

9 authors.

Kevin MoOrthopaedic Surgery, Valley Hospital Medical Center, 620 Shadow Ln, Las Vegas, NV 89106, USA.
Rowen LinTouro University Nevada College of Osteopathic Medicine, 874 American Pacific Dr, Henderson, NV 89104, USA.
Evan DunnOrthopaedic Surgery, Valley Hospital Medical Center, 620 Shadow Ln, Las Vegas, NV 89106, USA.ORCID 0009-0006-7069-6754
Gio GirgisTouro University Nevada College of Osteopathic Medicine, 874 American Pacific Dr, Henderson, NV 89104, USA.ORCID 0009-0007-8843-2412
William FangOrthopaedic Surgery, Valley Hospital Medical Center, 620 Shadow Ln, Las Vegas, NV 89106, USA.
John WalshOrthopaedic Surgery, Valley Hospital Medical Center, 620 Shadow Ln, Las Vegas, NV 89106, USA.ORCID 0000-0002-8059-2645
Nicole Banyai-FloresDesert Orthopaedic Center, 2800 E. Desert Inn Rd, Las Vegas, NV 89121, USA.
Troy WatsonDesert Orthopaedic Center, 2800 E. Desert Inn Rd, Las Vegas, NV 89121, USA.
Daniel LeeDesert Orthopaedic Center, 2800 E. Desert Inn Rd, Las Vegas, NV 89121, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

ChatGPTlarge language modelsorthopaedic surgerysystematic review

Identifiers

PMID40869701
PMCPMC12386971

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.