Videoconference-Based Physiotherapy and Tele-Assessment for Homebound Older Adults: A Pilot Study
Why this work is in the frame
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Bibliographic record
Abstract
Tele-rehabilitation may be one alternative for addressing the growing demand for rehabilitation among older adults because it may offer quality home-based care and promote autonomy among older adults. This pilot study assessed the effectiveness of videoconference-based physiotherapy to improve strength and range of motion in the old-old elderly, using a previously validated Videoconference Goniometer®. Seventeen homebound older adults (mean age 82.4, ±7.2) participated in a 10-week exercise program. Strength and range of motion were assessed at baseline and after 10 weeks. Significant improvements were found in measures of strength and range of motion following the 10-week program. This study demonstrates the feasibility of delivering and monitoring videoconference-based physiotherapy with this population of homebound older adults.
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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 | 0.000 | 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 | 0.000 |
| 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 it