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Record W2340868526

The first 25 years of the Northwestern Ontario Medical Programme.

2004· article· en· W2340868526 on OpenAlexaffabout
William McCready, John Jamieson, Mun Tran, Susan Berry

Bibliographic record

VenuePubMed · 2004
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Health Workforce Issues
Canadian institutionsMcMaster University
Fundersnot available
KeywordsFamily medicineMedicineDirectoryConfidence intervalTracking (education)Odds ratioMedical schoolOddsDemographyMedical educationLogistic regressionPsychologyInternal medicine
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVE: A tracking study of the undergraduate medical students and postgraduate residents who participated in the Northwestern Ontario Medical Programme (NOMP) during its first 25 years (1972-1997) was conducted to search for factors related to physician recruitment to Northwestern Ontario. METHODS: Annual editions of the Canadian Medical Directory were used to determine how many participants returned to practise in Northwestern Ontario. RESULTS: A total of 1982 (84.9%) of the 2335 NOMP participants were located using the Canadian Medical Directory. Of those located, 217 (10.9%) had established practice in Northwestern Ontario. Significantly higher recruitment rates (p < 0.001) were found for postgraduate residents (88/410 [21.5%]) than for undergraduates (95/1445 [6.6%]). Undergraduates who returned for multiple placements were significantly (p < 0.001) more likely to practise in Northwestern Ontario. Furthermore, significant differences in recruitment rates (p < 0.001) were found among the 5 Ontario medical schools. A "snapshot" of 1999 identified that undergraduate medical students and postgraduate residents who undertook a NOMP placement were significantly (p < 0.001) more likely to practise in Northwestern Ontario (odds ratio 7.11, 95% confidence interval 5.11-9.90) than those graduating from Ontario universities who did not experience a NOMP placement. CONCLUSIONS: Analysis of 25 years of student tracking data confirms that NOMP placements were significantly associated with physician recruitment to Northwestern Ontario. Recruitment rates from participation in NOMP were higher for postgraduate residents, undergraduate medical students who returned for multiple placements, and for undergraduate medical students from certain Ontario universities.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.758
Threshold uncertainty score0.887

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.044
GPT teacher head0.339
Teacher spread0.296 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations19
Published2004
Admission routes2
Has abstractyes

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