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Record W4410480196 · doi:10.1016/j.jsurg.2025.103512

Promoting Longevity in Surgical Careers: A Narrative Review and Fitness Program to Reduce Occupational Pain

2025· review· en· W4410480196 on OpenAlexaff
Alexandra Gleave, Aryan Shah, Alexandra Giff, Doron D. Sommer, Margo Mountjoy, Smriti Nayan

Bibliographic record

VenueJournal of surgical education · 2025
Typereview
Languageen
FieldMedicine
TopicSurgical Simulation and Training
Canadian institutionsMcMaster Children's HospitalHamilton Health SciencesQueen's UniversityMcMaster University
Fundersnot available
KeywordsLongevityNarrativeNarrative reviewPsychologyMedicineGerontologyPsychotherapistArtLiterature

Abstract

fetched live from OpenAlex

IMPORTANCE: Many surgeons experience work-related musculoskeletal disorders (MSD) throughout their career. Incorporating evidence-based strategies to prevent and manage MSDs would benefit both trainees and those in practice. The present narrative review seeks to evaluate the effectiveness of current strategies to manage and prevent musculoskeletal (MSK) occupational pain among surgeons and trainees. OBSERVATIONS: Eleven studies were identified. Included studies covered 3 broad interventions: ergonomics (n = 5), intraoperative breaks/pauses (n = 7), and physical fitness (n = 1). Intraoperative breaks demonstrated improved pain, fatigue, stress, and a decrease in intraoperative errors without increasing overall surgical time. Residents that were specifically instructed in ergonomics exhibited better posture and decreased musculoskeletal (MSK) symptoms and recommended incorporating this information into their curriculum. In a program combining ergonomics, microbreaks, and stretching, 85% of residents experienced reduced discomfort, and 93% felt this training would help them "perform better in the operating room". Overall, the surgical physical fitness programs reduced surgery/occupational-related pain and increased performance measures in the OR. The study participants also found the interventions valuable and were able to use learned principles in practice. CONCLUSIONS AND RELEVANCE: The existing body of literature supports the positive impact of fitness programs in preventing and managing occupational-related pain. We propose the implementation of a comprehensive program that integrates education, intraoperative breaks, ergonomic adjustment, and physical fitness, with initiation during the first year of surgical residency. To facilitate practical integration, we propose a pilot program that may be integrated into the regular surgical work week, encompassing recommendations from the reviewed studies. Future research is recommended to explore aspects such as program effectiveness, feasibility, mental health impacts, and gender-specific differences.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.016
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0040.004
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.074
GPT teacher head0.457
Teacher spread0.383 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2025
Admission routes1
Has abstractyes

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