In-home Telerehabilitation for Proximal Humerus Fractures: A Pilot Study
Bibliographic record
Abstract
The objective of this study was to investigate the feasibility of an in-home telerehabilitation program for proximal humerus fractures. Seventeen patients with proximal humerus fractures were recruited by an orthopedic specialist during emergency room visits. Telerehabilitation treatments were given at the patient's home over an 8-week period using a videoconferencing system. Pain (Short-Form McGill Pain Questionnaire [SF-MPQ]), disabilities including shoulder range of motion (flexion, extension, internal rotation, external rotation, abduction), and upper limb function (Disability of the Arm, Shoulder and Hand questionnaire [DASH]) were measured in face-to-face evaluations before (T1) and immediately after (T2) the program. Participant satisfaction with the health care received was also evaluated at T2 with the Health care satisfaction questionnaire. All the clinical outcomes improved post-intervention (p < 0.05). Also, patient satisfaction was high (overall score of 82 ± 7%). Therefore, in-home teletreatment seems to be a promising way to dispense rehabilitation services for this population.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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".