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Record W4298623222 · doi:10.2147/amep.s372324

Competency Framework for Podiatric Medicine Training in Canada: An Adapted Delphi Study

2022· article· en· W4298623222 on OpenAlexaffabout
Virginie Blanchette, Yassin Andoulsi, Martine Brousseau, Céline Leblanc, François Guillemette, Olivier Hüe

Bibliographic record

VenueAdvances in Medical Education and Practice · 2022
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal Disorders and Rehabilitation
Canadian institutionsUniversité du Québec à Trois-Rivières
Fundersnot available
KeywordsPodiatryDelphi methodDelphiMedicineMedical educationMEDLINEAlternative medicineComputer scienceArtificial intelligenceBiologyPathology

Abstract

fetched live from OpenAlex

Purpose: Podiatrists are generally defined as professionals with high-level skills in the prevention and management of local foot conditions that are not systemic diseases. Across countries, different academic trainings are implemented due to the specific context and practice of podiatric medicine. It is thus essential to support country-specific podiatry education for the development of highly skilled podiatrists. Therefore, we report the development of a podiatric medicine competency framework to support training in Canada. Participants and Methods: A Delphi process was conducted by 12 stakeholders (including 8 podiatry experts) from the University of Québec at Trois-Rivières which is the only university offering the degree of Doctor of Podiatric Medicine (DPM) in Canada. The developed framework is (1) based on the seven key roles of the Canadian medical education directives of specialists (CanMEDs) and, (2) closely aligned with the requirement of the College of Podiatrists of Québec which sets the standards of entry to practice in Québec. Results: The developed framework represents the state of the development process and the consensus of the podiatry experts. It reflects the expected profile of the institution's DPM graduates based on seven key roles (podiatry expert, communicator, collaborator, health advocate, leader and manager, scholar, and professional). This developed framework is an arborescence of complex skills defined in tangible indicators that characterize each expected part of a core competency. Twenty-four core competencies have been determined and divided into 84 enabling competencies and 288 observable indicators. Conclusion: This competency framework has been designed to support high-quality education and to develop podiatry. Next steps include: (1) validation of this framework by external experts, (2) development of rigorous evaluation methods and, (3) concrete actions for its implementation and assessment. This framework would help to define the scope of practice and capabilities of podiatric medicine, both in Canada and internationally.

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)0.002
metaresearch head score (Gemma)0.015
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.905
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.024
GPT teacher head0.409
Teacher spread0.385 · 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 designOther design
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
Published2022
Admission routes2
Has abstractyes

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