Evidence map›Paper›PMID 42452381›Full record

ArticleJournal of clinical medicine2026

Between Accessibility and Reliability: High Confidence, Low Control in General-Purpose Multimodal Models for Hip Fracture Radiograph Interpretation.

Hadar Gan-Or, Shaked Ankol, Guy Ben Arie, Itay Ashkenazi, Yaniv Warschawski

Abstract read
In one paragraph

Article in Journal of clinical medicine, 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

5 authors.

Hadar Gan-OrDepartment of Orthopedic Surgery, Hillel Yaffe Medical Center, Hadera 3820302, Israel.ORCID 0009-0003-4749-7691
Shaked AnkolRuth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa 3525433, Israel.ORCID 0009-0004-9998-0818
Guy Ben ArieDepartment of Orthopedic Surgery, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel.ORCID 0009-0002-7602-3156
Itay AshkenaziDepartment of Orthopedic Surgery, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel.ORCID 0000-0002-4524-9120
Yaniv WarschawskiDepartment of Orthopedic Surgery, Tel Aviv Sourasky Medical Center, Tel Aviv 6423906, Israel.ORCID 0000-0002-2468-3091

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

AI-assisted radiograph interpretationAI safetyfracture classificationhip fracturemodel confidencemultimodal large language modelspelvic radiographyprompt sensitivity

Identifiers

PMID42452381
PMCPMC13362508

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.