Exploring Medical Doctors' Confidence in Artificial Intelligence: The Role of Specialty, Experience, and Perceived Job Security.

Fahad Abdulaziz Alrashed, Tauseef Ahmad, Ahmad Othman Alsabih, Shimaa Mahmoud, Muneera M Almurdi, Hamza Mohammad Abdulghani

Abstract read

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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.

Integrating Artificial Intelligence into Orthopedic Practice: Modeling Attitudes and Intentions to Use AI.Healthcare (Basel, Switzerland) · 2026
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.

Fahad Abdulaziz AlrashedDepartment of Medical Education, College of Medicine, King Saud University, Riyadh, P.O. Box 2925, Riyadh 11461, Saudi Arabia.ORCID 0000-0001-5975-3275

Tauseef AhmadDepartment of Medical Education, College of Medicine, King Saud University, Riyadh, P.O. Box 2925, Riyadh 11461, Saudi Arabia.

Ahmad Othman AlsabihDepartment of Physiology, College of Medicine, King Saud University, Riyadh, P.O. Box 2925, Riyadh 11461, Saudi Arabia.ORCID 0009-0005-9436-6760

Shimaa MahmoudAnatomy Department, Stem Cell Unit, College of Medicine, King Saud University, Riyadh, P.O. Box 2925, Riyadh 11461, Saudi Arabia.

Muneera M AlmurdiDepartment of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, P.O. Box 10219, Riyadh 11433, Saudi Arabia.ORCID 0000-0003-0904-1178

Hamza Mohammad AbdulghaniDepartment of Medical Education and Family Medicine, College of Medicine, King Saud University, Riyadh, P.O. Box 2925, Riyadh 11461, Saudi Arabia.ORCID 0000-0002-9826-5781

Funding

Ongoing research funding program, (ORF-2025-821), King Saud University, Riyadh, Saudi Arabia. ORF-2025-821

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

AI adoptionartificial intelligenceconfidenceexperiencehealthcaremedical doctorsspecialty

Identifiers

PMID41008507

DOI10.3390/healthcare13182377

PMCPMC12469741

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.