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Record W3203458318 · doi:10.1308/rcsbull.2021.128

Learning objectives for medical student teaching in the operating theatre: surgeons’ experiences and factors influencing operative participation

2021· article· en· W3203458318 on OpenAlex
Pravisha Ravindra, CA Maxwell-Armstrong

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueBulletin of The Royal College of Surgeons of England · 2021
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsnot available
Fundersnot available
KeywordsMedical educationAttendanceCurriculumMedicineQuarter (Canadian coin)Learning environmentPerceptionSet (abstract data type)Medical schoolPsychologyPedagogy

Abstract

fetched live from OpenAlex

Introduction The operating theatre offers a unique and rich learning environment for medical students. Recent evidence indicates that medical student attendance at theatre teaching is low. There is limited evidence of the perceptions of the teacher in this environment. The aim of this study was to characterise the experiences of consultant surgeons when teaching medical students in theatre. Methods A 22-item self-administered survey was distributed to all surgical consultants in 5 specialties involved in the delivery of medical education at 5 hospitals associated with a single UK medical school. Responses were anonymous. Results Questionnaires were returned by 99 (64%) of the 154 surgical consultants. The majority (n=80, 80%) enjoyed teaching medical students in the operating theatre. Two-thirds (64%) set learning objectives for their students but a quarter (25%) did not feel that they knew what the curriculum expected students to learn. Two-thirds (65%) of the consultants stated that they would not let students perform procedures in theatre. Respondents suggested a total of 266 generic objectives that they would want medical students to learn. These were grouped by theme, with the most commonly cited learning objectives being clinical knowledge (44%), skills and procedures (29%), awareness of the room environment (18%) and appreciation of the patient journey (9%). Conclusions Surgeons are largely positive about delivering medical student teaching in the theatre environment. Teacher training with clearer communication between medical school faculty and surgical teachers may help facilitate objective setting to ensure students derive maximum benefit from this unique teaching environment.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.373
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.014
GPT teacher head0.325
Teacher spread0.311 · 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