Perceptions of Inclusivity: The Canadian 24-Hour Movement Guidelines for Children and Youth
Bibliographic record
Abstract
The Canadian 24-Hour Movement Guidelines for Children and Youth (age 5-17 yr) consolidate evidence-informed daily requirements for physical activity, sedentary behavior, and sleep into 1 comprehensive resource. The primary objective of this study was to explore how parents of children and youth with disabilities (CYWD) perceive the guidelines. The secondary objective was to explore whether parents consider the guideline branding to be inclusive. A total of 15 mothers of CYWD participated in one 60-min semistructured interview, either in person or by telephone. The diffusion-of-innovation theory provided a theoretical basis for the interview guide. Mothers' perspectives of the guidelines and branding are represented as seven themes. The results indicate that the guidelines and the branding are not inclusive or compatible with the abilities and needs of CYWD. Findings from this study provide a foundation for ongoing knowledge-translation activities aiming to address these limitations. Further revisions are necessary to promote full inclusion and uptake of the guidelines among CYWD.
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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 | 0.004 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
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".