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Teaching Surgical Skills — Changes in the Wind

2006· article· en· 1,726 citations· W2085487772 on OpenAlex· 10.1056/nejmra054785

Why is this work in the frame?

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

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Machine scores (provisional)

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

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.

Opus teacher head0.021
GPT teacher head0.309
Teacher spread
0.288 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

Traditionally, surgeons have been trained and evaluated on the basis of their performance of surgical procedures in live patients. This article in the Medical Education series explores the use of mechanical devices for the teaching and evaluation of surgical skills.

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.

The record

Venue
New England Journal of Medicine
Topic
Surgical Simulation and Training
Field
Medicine
Canadian institutions
University of TorontoUniversity Health Network
Funders
Keywords
MedicineMedical educationSurgical proceduresMedical physicsSurgery
Has abstract in OpenAlex
yes