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Record W2033312416 · doi:10.1080/13561820500083238

Cultural considerations in interprofessional education and practice

2005· article· en· W2033312416 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Interprofessional Care · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsMcGill University
Fundersnot available
KeywordsCultural competenceHealth careNursingParticipatory action researchCultural diversityInterprofessional educationOpenness to experienceEthnic groupMedicineCitizen journalismPerspective (graphical)Medical educationPsychologySociologyPedagogyPolitical science

Abstract

fetched live from OpenAlex

Promoting cultural competency in health care was examined from the Canadian perspective, and explored practice environments and educational programs for future health professionals that foster cultural awareness and support culturally sensitive care. Many of the issues raised are generic and likely to occur whenever patients' health practices and beliefs differ from conventional Western care. The main theme that emerged with respect to the practice environment was the use of a participatory action approach to foster collaboration with patients, traditional healers and the community. Successful collaboration is likely to result in a blend of ideas and perspectives from traditional health practices and conventional Western health care. With respect to education, programs need to focus on providing opportunities both in the classroom and in the clinical arena for students to work in interprofessional teams. These teams should not only comprise partners from medicine, nursing, physical therapy and other health professions but also include aboriginal paraprofessionals. Pedagogical initiatives also need to incorporate case-based formats and interactive sessions with patients and families. The principles underlying this approach: openness, mutual respect, inclusiveness, responsiveness and understanding one's roles should be fundamental to the delivery of culturally competent health care to all ethnic communities.

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.

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)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.274
Threshold uncertainty score0.567

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.037
GPT teacher head0.458
Teacher spread0.421 · 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