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Record W2061457154 · doi:10.1080/13561820600717891

Interprofessional education: The student perspective

2006· article· en· W2061457154 on OpenAlexaffabout
Melodie Lumague, Alisha Morgan, Diana Mak, Mary Hanna, Joanne Kwong, C Cameron, Dori Zener, Lynne Sinclair

Bibliographic record

VenueJournal of Interprofessional Care · 2006
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsToronto Rehabilitation InstituteUniversity of Toronto
Fundersnot available
KeywordsInterprofessional educationTeamworkUnit (ring theory)PharmacyNursingRehabilitationHealth careMedical educationMedicineOccupational therapyPerspective (graphical)Speech-Language PathologyPsychologyPhysical therapy

Abstract

fetched live from OpenAlex

The Toronto Rehabilitation Institute (Toronto Rehab) is a current leader in the movement of interprofessional education (IPE) initiatives in Ontario, Canada. Nine students from seven different health care disciplines, including medicine, nursing, occupational therapy, pharmacy, physiotherapy, social work, and speech language pathology participated in the second IPE clinical placement in the winter of 2005 on Toronto Rehab's Stroke inpatient unit. In an effort to increase interprofessional collaboration, improve communication skills, foster respect and enhance knowledge of the different roles each discipline plays on the health care team, these students met together over a five week period and participated in interprofessional group sessions led by different health care professional leaders from the unit. This paper discusses the students' perspectives on this IPE experience and the corresponding benefits and challenges. All participants in the study recognized the importance of interprofessional teamwork in patient care and agreed that all health care education should include opportunities enabling them to develop the skills, behaviours and attitudes needed for interprofessional collaboration.

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)0.006
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.012
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.006
Scholarly communication0.0120.006
Open science0.0010.009
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0070.001

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 head0.013
GPT teacher head0.465
Teacher spread0.453 · 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 designQualitative
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

Citations166
Published2006
Admission routes2
Has abstractyes

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