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Record W2070823827 · doi:10.1080/10401330903018500

Students Completing a Pediatric Clinical Clerkship in a Regional Center Perform as Well as Their Peers Training at a University Teaching Hospital … And They Liked It Better?

2009· article· en· W2070823827 on OpenAlexaffabout
Robert Stein, Ian Johnston, Susan L. Bannister

Bibliographic record

VenueTeaching and Learning in Medicine · 2009
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsWestern University
Fundersnot available
KeywordsMedical educationCenter (category theory)MedicineTraining (meteorology)Psychology

Abstract

fetched live from OpenAlex

BACKGROUND: Medical school size in Ontario is increasing. As some institutions cannot accommodate all medical students in the university-affiliated hospital, some students are completing the majority of their clinical rotations in a regional setting. PURPOSE: To determine whether the regional experience is equivalent to the more traditional tertiary care experience. METHODS: Students' examination results and rotation evaluation forms were collected after completing a pediatrics rotation. Results from students completing most of the rotation in a regional setting were compared to those who remained in a tertiary care setting. RESULTS: There was no difference between the two groups on their final examination. Students in the rural setting rated the rotation higher than the students in the university setting. CONCLUSION: A regional rotation eases the challenges of an increasing medical class size and provides an educationally appropriate rotation for a clinical clerk.

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 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)0.009
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesResearch integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.085
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.004
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 head0.039
GPT teacher head0.360
Teacher spread0.322 · 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 teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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

Citations3
Published2009
Admission routes2
Has abstractyes

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