ArticleJTCVS open2025
Considerations for the equitable selection of thoracic surgery residents and fellows.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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What OpenQuestion holds
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.