Evidence map›Paper›PMID 41681714›Full record

ReviewDiagnostics (Basel, Switzerland)2026

Will AI Replace Physicians in the Near Future? AI Adoption Barriers in Medicine.

Rafał Obuchowicz, Adam Piórkowski, Karolina Nurzyńska, Barbara Obuchowicz, Michał Strzelecki, Marzena Bielecka

Abstract readReview
In one paragraph

Review in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
–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

19 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

6 authors.

Rafał ObuchowiczDepartment of Diagnostic Imaging, Jagiellonian University Medical College, 30-663 Krakow, Poland.ORCID 0000-0001-5883-5551
Adam PiórkowskiDepartment of Biocybernetics and Biomedical Engineering, AGH University of Krakow, 30-059 Krakow, Poland.ORCID 0000-0003-4773-5322
Karolina NurzyńskaDepartment of Algorithmics and Software, Silesian University of Technology, 44-100 Gliwice, Poland.ORCID 0000-0001-5137-5732
Barbara ObuchowiczDepartment of Conservative Dentistry with Endodontics, Jagiellonian University Medical College, 31-155 Krakow, Poland.
Michał StrzeleckiInstitute of Electronics, Lodz University of Technology, 93-590 Lodz, Poland.ORCID 0000-0001-9102-4929
Marzena BieleckaDepartment of Algorithmics, Faculty of Geology, Geophysics and Environmental Protection, AGH University of Krakow, 30-059 Krakow, Poland.ORCID 0000-0002-8472-684X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceclinical augmentationlarge language modelslegal liabilitymedicineout of distribution generalizationphysical examinationradiology

Identifiers

PMID41681714
PMCPMC12897247

What Socratic 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 Socratic graph.