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Record W4402488514 · doi:10.1080/13561820.2024.2395978

Interprofessional education in traditional and complementary medicine: a scoping review

2024· review· en· W4402488514 on OpenAlexaff
Janaina Carneiro de Camargo, Mirelle Finkler, Juliana Praxedes Campagnoni, Mariana Cabral Schveitzer, Marta Inêz Machado Verdi, Amie Steel, Fernando Hellmann

Bibliographic record

VenueJournal of Interprofessional Care · 2024
Typereview
Languageen
FieldMedicine
TopicComplementary and Alternative Medicine Studies
Canadian institutionsUniversité de Montréal
FundersCoordenação de Aperfeiçoamento de Pessoal de Nível Superior
KeywordsInterprofessional educationMedical educationMedicineAlternative medicineNursingHealth carePolitical science

Abstract

fetched live from OpenAlex

Interprofessional education (IPE) is a teaching method that improves collaboration and communication across health professions. There are consistent reports of poor interprofessional collaboration and communication between conventional health professionals and traditional and complementary medicine (TCM) professions. The application of IPE within courses that provide training in TCM requires close examination. This research aimed to identify the state of the art in IPE in TCM teaching. A scoping review was conducted. Thirteen databases were searched to identify citations up to March 2021. Thirty articles were selected after filtering for relevance against the inclusion criteria. The included articles were categorized into four a priori categories: Knowledge and Attitudes of students and professionals about TCM and IPE; Competencies of IPE in TCM; Teaching about TCM using IPE and Challenges and Opportunities for IPE in TCM. Nineteen of the included articles reported empirical research and primarily presented the evaluation of IPE activities within TCM courses or workshops; six studies consisted of texts with propositions and theoretical analyses; and five were case/experiential reports of IPE and TCM interventions, with or without evaluation of results. The studies report all health science students (undergraduate and graduate) exposed to IPE demonstrate a decrease in prejudice and an increase in knowledge about TCM. A sense of partnership developed through the collaborative competencies common to IPE and TCM and integrated care of patients. IPE in the context of TCM has been used for fostering integrative health care through the collaborative work of professional teams. Implementing IPE in TCM teaching requires inclusion in the curriculum, primarily undergraduate and research training.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.009
metaresearch head score (Gemma)0.034
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.021
Threshold uncertainty score0.049

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.034
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.003
Bibliometrics0.0210.022
Science and technology studies0.0010.001
Scholarly communication0.0040.003
Open science0.0020.003
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.138
GPT teacher head0.519
Teacher spread0.381 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

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
Published2024
Admission routes1
Has abstractyes

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