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Record W2161660155 · doi:10.7899/1042-5055-21.1.20

Curriculum Reform in a Public Health Course at a Chiropractic College: Are We Making Progress Toward Improving Clinical Relevance?

2007· article· en· W2161660155 on OpenAlexaffabout
Cameron Borody, Hettie Till

Bibliographic record

VenueJournal of Chiropractic Education · 2007
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsCanadian Memorial Chiropractic College
Fundersnot available
KeywordsChiropracticAccreditationCurriculumRelevance (law)Medical educationHealth promotionPromotion (chess)MedicinePublic healthHealth careAlternative medicineCourse (navigation)Foundation (evidence)PsychologyNursingPedagogyPolitical scienceEngineering

Abstract

fetched live from OpenAlex

Improving education in health promotion and prevention has been identified as a priority for all accredited professional health care training programs, an issue recently addressed by a collaboration of stakeholders in chiropractic education who developed a model course outline for public health education. Using a course evaluation questionnaire, the authors surveyed students in the public health course at the Canadian Memorial Chiropractic College (CMCC) before and after the implementation of new course content based on the model course outline. Following the new course, there were significant improvements in perceived relevance to chiropractic practice and motivation to learn the material as a foundation for clinical practice. Changes made to the content and delivery of the course based on the model course outline were well received in the short term.

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)0.011
metaresearch head score (Gemma)0.004
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 score0.202
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.003
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 head0.123
GPT teacher head0.533
Teacher spread0.410 · 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

Citations9
Published2007
Admission routes2
Has abstractyes

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