Evidence map›Paper›PMID 41373339›Full record

ArticleHealthcare (Basel, Switzerland)2025

AI-Based Assessment of Non-Technical Skills in Prehospital Simulations: A Comparative Validation Study.

Masanori Mitsuhashi, Yumika Akiba, Misato Saitou, Kensuke Suzuki, Satoo Ogawa, Tomohiko Masuno

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Healthcare (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Masanori MitsuhashiDepartment of Emergency Medical Science, Faculty of Medical Science, Nippon Sport Science University, Yokohama 227-0033, Japan.ORCID 0009-0007-4613-4468
Yumika AkibaEmergency and Disaster Medicine, Graduate School of Medical and Health Science, Nippon Sport Science University, Yokohama 227-0033, Japan.
Misato SaitouEmergency and Disaster Medicine, Graduate School of Medical and Health Science, Nippon Sport Science University, Yokohama 227-0033, Japan.
Kensuke SuzukiDepartment of Emergency Medical Science, Faculty of Medical Science, Nippon Sport Science University, Yokohama 227-0033, Japan.ORCID 0009-0005-0200-267X
Satoo OgawaDepartment of Emergency Medical Science, Nippon Sport Science University, Tokyo 158-8508, Japan.
Tomohiko MasunoDepartment of Emergency Medical Science, Faculty of Medical Science, Nippon Sport Science University, Yokohama 227-0033, Japan.ORCID 0000-0001-7908-2982

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceBayesian analysisdebriefingemergency medical servicesGwet’s AC2non-technical skillsparamedic studentsprehospitalsimulation-based education

Identifiers

PMID41373339
PMCPMC12692451

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.