Evidence map›Paper›PMID 41473071›Full record

ArticleJTCVS open2025

Considerations for the equitable selection of thoracic surgery residents and fellows.

Ahmet Kilic, Mara B Antonoff, Kathleen S Berfield, David T Cooke, Thomas K Varghese, Mark Orringer

Abstract read
In one paragraph

Article in JTCVS open, 2025. 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

6 authors.

Ahmet KilicDepartment of Surgery, Johns Hopkins Hospital, Baltimore, Md.
Mara B AntonoffDepartment of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Tex.
Kathleen S BerfieldDepartment of Surgery, University of Washington, Seattle, Wash.
David T CookeDivision of General Thoracic Surgery, University of California, Davis Health, Sacramento, Calif.
Thomas K VargheseDivision of Cardiothoracic Surgery, University of Utah, Salt Lake City, Utah.
Mark OrringerDepartment of Surgery, University of Michigan, Ann Arbor, Mich.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Equitable selection of surgical trainees is essential to maintaining the integrity and excellence that is central to cardiothoracic surgical education. Selection processes must ensure that all candidates are evaluated fairly and consistently, minimizing bias while identifying those with the greatest potential for technical competence, clinical excellence, and upholding the principles of professionalism. Despite progress, many current approaches remain overly reliant on academic metrics that do not fully capture the attributes required for success in surgical training and practice. Objective: This expert opinion article examines contemporary challenges and evolving priorities in achieving a fair and equitable selection of surgical trainees, drawing on experience in surgical education, program leadership, and performance assessment. Results: Traditional selection metrics-such as academic achievement, standardized test scores, and research productivity-remain valuable but insufficient predictors of operative aptitude, resilience, teamwork, and ethical judgment. Emerging evidence supports a more comprehensive evaluation framework that incorporates behavioral and situational assessments, structured interviews, and evaluation of professional attributes such as integrity, adaptability, and commitment to improvement. This article proposes a multidimensional selection model designed to improve predictive validity and fairness in trainee recruitment and assessment. Conclusions: The future of surgical education depends on refining selection processes to identify candidates with both technical potential and the personal characteristics essential for excellence in cardiothoracic surgery. An evidence-informed, transparent, and equitable approach to trainee selection will strengthen the specialty and ensure the continued delivery of high-quality patient care.

Indexed as

ethicssurgical trainingthe match

Identifiers

PMID41473071
PMCPMC12745083

What OpenQuestion holds

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LicenceCC BY
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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.