Evidence map›Paper›PMID 42626241›Full record

ReviewWorld journal of methodology2026

Surgical paradox: Pen

Ahmad Mahamid

Abstract readReview
In one paragraph

Review in World journal of methodology, 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

1 author.

Ahmad MahamidDepartment of Surgery, Technion-Israel Institute of Technology, Rappaport Faculty of Medicine, Haifa 3200003, Israel.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The current system for academic promotion in surgery disproportionately favors quantifiable metrics, such as publications and grant funding, over the demonstration of clinical skill, creating a fundamental "credentialing paradox". This publication-centric culture, amplified by the use of artificial intelligence (AI) tools, has led to a disconnect where a surgeon's academic rank may not align with their proficiency in the operating room. High publication numbers, often a prerequisite for advancement, can be achieved through statistical analyses of existing data, a trend that may not reflect hands-on surgical experience. The rise of AI further intensifies this dynamic by streamlining research tasks, allowing for high productivity without the "manual drudgery of data gathering". This focus on the "pen" over the "scalpel" places less-funded faculty and those who dedicate time to clinical care and education at a disadvantage, contributing to systemic disparities in promotion. To resolve this paradox, the surgical profession must redefine academic success by adopting a more holistic framework that formally recognizes and rewards excellence in clinical care, education, and mentorship alongside research output. The goal is to ensure that the most skilled and dedicated surgeons are advanced, ultimately benefiting patient care and the future of the profession.

Indexed as

Academic promotionArtificial intelligenceClinical masteryDisparitiesMedical educationPublicationsSurgeon

Identifiers

PMID42626241
PMCPMC13491155

What OpenQuestion holds

Textmetadata
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.