The French-Canadian WheelCon for manual wheelchair users: paediatric adaptation and preliminary evaluation of its measurement properties
Bibliographic record
Abstract
PURPOSE: To adapt the Wheelchair Use Confidence Scale for Manual Wheelchair Users, French-Canadian Version (WheelCon-M-F) into a paediatric version (WheelCon-M-F-P) and to evaluate its validity. METHODS: A three-phase process was conducted: (1) item adaptation using secondary analysis of focus group data; (2) item refinement using a think-aloud process; and (3) preliminary validation of the WheelCon-M-F-P (i.e. internal consistency, test-retest reliability, standard error of measurement, smallest real difference, ceiling and floor effects, limits of agreement, and relations with other variables). RESULTS: = 2). Of the 65 WheelCon-M-F items, 35 were removed, 25 modified and 6 were added for the WheelCon-M-F-P. Phase 2: 4 PMWUs helped refine 14 and remove 3 items. Phase 3: 22 PMWUs participated. Cronbach's alpha, test-retest reliability, standard error of measurement, and smallest real difference were 0.846, 0.818, 3.05, and 8.45 respectively. No ceiling or floor effects were demonstrated. Pearson correlations between the WheelCon-M-F-P and the Wheelchair Skills Test Questionnaire (capacity, confidence, and performance), and the Child Occupational Self-Assessment were 0.688, 0.711, 0.584, and 0.687 respectively. CONCLUSIONS: This study provides preliminary evidence of a valid and reliable WheelCon-M-F-P.IMPLICATIONS FOR REHABILITATIONThe Wheelchair Use Confidence Scale for Manual Wheelchair Users, French-Canadian Version (WheelCon-M-F-P) is an outcome measure that can be used clinically with pediatric manual wheelchair users.The WheelCon-M-F-P can help identify modifiable factors associated with wheelchair confidence.Identifying modifiable factors associated with wheelchair confidence can help guide clinicians in establishing a targeted intervention for their pediatric clients.Establishing a targeted intervention can help improve self-efficacy for wheelchair use and social participation of pediatric wheelchair users.
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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 | 0.006 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".