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Record W2004524540 · doi:10.1177/000841740307000304

Changing Times: Trials and Tribulations of the Move to Master's Entry-Level Education in Canada

2003· article· en· W2004524540 on OpenAlexaffvenueabout
Alison Lall, Jennifer Klein, Ted Brown

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2003
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsOccupational therapyEntry LevelAccreditationMedical educationWork (physics)Professional associationPsychologyMedicinePolitical sciencePublic relationsPhysical therapyEngineering

Abstract

fetched live from OpenAlex

BACKGROUND: Most health care professions are reviewing issues related to the changing nature of professional education and practice. Social work, physical therapy, speech-language pathology, audiology, and recently occupational therapy, have raised the entry-level training requirements to the graduate level to enhance formal education programs. PURPOSE AND SCOPE: In the past few years, this trend has generated considerable debate and discussion within the occupational therapy profession both in Canada and internationally. In November, 2001 the Canadian Association of Occupational Therapists (CAOT) announced that Canadian universities must convert to entry-level Master's programs by 2008 to receive re-accreditation (CAOT, 2002a). This paper describes the historical evolution of Canadian occupational therapy education, outlines several issues within occupational therapy that are impacting the move, and discusses benefits and challenges to Master's level training. PRACTICE IMPLICATIONS: Recommendations are presented for the development of Master's entry-level occupational therapy training programs in Canada.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.446
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.374
GPT teacher head0.500
Teacher spread0.126 · 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

Citations22
Published2003
Admission routes3
Has abstractyes

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