Exploring support needed by home health aides in choosing bathing equipment: New challenges for occupational therapy collaboration
Bibliographic record
Abstract
UNLABELLED: In Quebec (Canada), home health aides are gradually being involved in choosing bathing equipment for community-dwelling clients with bathing difficulties, a task traditionally performed by occupational therapists. OBJECTIVE: This article explores the support home health aides want in assuming this clinical task. PARTICIPANTS: Three home health aides having previously intervened with clients with bathing difficulties. METHODS: Home health aides were first observed while performing an assessment, followed by an in-depth individual interview. RESULTS: Results indicate that participants wish to be trained to acquire further knowledge about bathing equipment and learn to use a tool that would guide and document their observations. They sought partnership with a designated occupational therapist, who would be available to answer questions and assess clients with a complex clinical situation. CONCLUSIONS: These results suggest that needs of home health aides are not currently met and highlight clinical as well as organizational implications.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".