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Record W4317859407 · doi:10.32920/21950876.v1

Transitions Theatre: An Arts-Informed Interprofessional Education Workshop

2023· preprint· en· W4317859407 on OpenAlexafffund
Yukari Seko, Anna Oh, Keisha Goberdhan, Laura C. Bowman, Darlene Hubley, Payal Khazanchi, Nadine Vermeulen, C. J. Curran

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldHealth Professions
TopicAdolescent and Pediatric Healthcare
Canadian institutionsToronto Metropolitan UniversityHolland Bloorview Kids Rehabilitation Hospital
FundersHolland Bloorview Kids Rehabilitation Hospital Foundation
KeywordsCoachingMedical educationPsychologyThe artsHealth careOccupational therapyTransition (genetics)Interprofessional educationPedagogyNursingMedicinePolitical sciencePsychotherapist

Abstract

fetched live from OpenAlex

Introduction: Transition from pediatric to adult care has significant implications for health outcomes in youth with special health care needs. To optimally support the transition, health care and social service providers must work collaboratively with youth and families in service planning, implementation, and evaluation. Based on interviews with 15 youth and their families, we developed an arts-informed interprofessional education activity titled Transitions Theatre using the method of readers’ theater. Methods: Three educators with lived experience (one former pediatric rehabilitation client and two parents of youth with special health care needs) and three academic/clinical educators codesigned the transitions. We conducted four online workshops (14–20 participants each). Results: A total of 67 people participated: 59 students from 11 health disciplines and seven postlicensure clinicians and one trainee from five disciplines (e.g., occupational therapy, life skills coaching, early childhood education). Twenty-six participants answered both pre- and postworkshop surveys and reported a positive shift in their understanding of client and family perspectives, their roles in transition support, and other providers’ roles in transition support. After the workshop, learners felt more confident with transition support and interprofessional collaboration. The perspectives of the educators with lived experience aligned with the theater scripts and enhanced learners’ empathetic engagement with the topic. Discussion: The evidence-based teaching approach of readers’ theater and our coteaching model offered learners a unique opportunity to learn about the challenges clients and their families face at the time of transition to adulthood and identify their role in an interprofessional transition support.

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)0.011
metaresearch head score (Gemma)0.007
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.007
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0060.004
Scholarly communication0.0030.003
Open science0.0030.016
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0160.004

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 head0.221
GPT teacher head0.535
Teacher spread0.315 · 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

Citations2
Published2023
Admission routes2
Has abstractyes

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