Co-Construction of a Dance Class Adapted for Adolescents with Cerebral Palsy
Bibliographic record
Abstract
AIM: To co-construct a dance class adapted for adolescents with cerebral palsy (CP). METHOD: A three phase co-construction process with study collaborators was used to (1) define the objectives and the obstacles and opportunities related to offering a dance class in the community through three focus groups with adolescents, their parents and study partners; (2) co-create the dance class based on the results of step 1, the expertise of the research team and the logic model of the dance class; and (3) test the dance class to evaluate its effects in relation to the defined objectives. RESULTS: Three objectives were identified: to have fun, promote movement, and social interaction. A weekly dance class (60 min./10 wk) was continuously tested on the adolescents and adapted by the dance facilitators. CONCLUSION: To improve practices and support the implementation of dance classes for young people with CP, eight recommendations are proposed relating to the creation of adapted classes and the evaluation of their desired effects.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".