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Record W4400615222 · doi:10.22374/cjmrp.v6i1.155

Graduates' Views of the Ontario Midwifery Education Program

2024· article· en· W4400615222 on OpenAlexaboutno aff
Karyn Kaufman, Mary Lou Schmuck, Patricia McNiven, Mary Sharpe, Roberta Soderstrom

Bibliographic record

VenueCanadian Journal of Midwifery Research and Practice · 2024
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Health Workforce Issues
Canadian institutionsnot available
Fundersnot available
KeywordsObstetricsSociologyMedicineNursingPolitical science

Abstract

fetched live from OpenAlex

A survey of all graduates of Ontario's Midwifery Education Program was done in 2003 in order to obtain their views about the adequacy of their preparation for professional practice, the satisfaction with program features and future educational aspirations. The respondents (123 of 181[68%] graduates) were nearly all working as midwives, most were working full time and more than half had been preceptors for students since the time of their own graduation. The most highly rated Program features were biological science courses, final year clinical courses, small group tutorials and skilled preceptors. The aspects of the Program that were most stressful were balancing the high demands of the Program with family responsibilities, relocating for clinical placements and having difficulties with preceptors. Overall, graduates felt well prepared for professional practice. All graduates reported undertaking continuing education and many were interested in master's level courses or programs. The crucial role of preceptors in students' educational experiences was reinforced by the survey results. preceptor development continue to be a high priority.

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)0.008
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.419
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.003
Insufficient payload (model declined to judge)0.0010.000

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 head0.302
GPT teacher head0.573
Teacher spread0.272 · 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 designNot applicable
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

Citations4
Published2024
Admission routes1
Has abstractyes

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Same venueCanadian Journal of Midwifery Research and PracticeSame topicGlobal Health Workforce IssuesFrench-language works237,207