Evidence map›Paper›PMID 40944092›Full record

ArticleJournal of clinical medicine2025

AI Based Clinical Decision-Making Tool for Neurologists in the Emergency Department.

Alon Gorenshtein, Shiri Fistel, Moran Sorka, Gregory Telman, Raz Winer, Shlomi Peretz, Dvir Aran, Shahar Shelly

Registry-linked trialAbstract read
In one paragraph

Article in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06902675 (Artificial Intelligence as a Decision Making Tool in Emergency Medicine), which is not on this map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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.

NCT06902675 active not recruitingnot on this map

Artificial Intelligence as a Decision Making Tool in Emergency Medicine

TypeobservationalSponsorRambam Health Care CampusRan2000 to 2026Enrolled100,000ConditionsClinical Decision-making, Medical Reporting, Emergency Department Visit, Information Systems
3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. 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

8 authors.

Alon GorenshteinDepartment of Neurology, Rambam Health Care Campus, Haifa 3109601, Israel.ORCID 0009-0000-7542-8608
Shiri FistelDepartment of Neurology, Rambam Health Care Campus, Haifa 3109601, Israel.
Moran SorkaAI in Neurology Laboratory, Ruth and Bruce Rapaport Faculty of Medicine, Technion Institute of Technology, Haifa 3525408, Israel.
Gregory TelmanDepartment of Neurology, Rambam Health Care Campus, Haifa 3109601, Israel.
Raz WinerDepartment of Neurology, Rambam Health Care Campus, Haifa 3109601, Israel.
Shlomi PeretzDepartment of Neurology, Shamir Medical Center, Tzrifin 72760, Israel.
Dvir AranFaculty of Biology, Technion-Israel Institute of Technology, Haifa 3200003, Israel.
Shahar ShellyDepartment of Neurology, Rambam Health Care Campus, Haifa 3109601, Israel.ORCID 0000-0002-3585-1687

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceemergency departmentlarge language modelsneurologypredictive models

Identifiers

PMID40944092
PMCPMC12429661

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.