Effect of an interdisciplinary rehabilitation program on quality of life in patients with head and neck cancer: Review of clinical experience
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Patients with head and neck cancer experience complex posttreatment challenges. In a preliminary uncontrolled study, we evaluated the extent to which they can benefit from an interdisciplinary rehabilitation program. METHODS: Twenty-seven patients completed an 8-week nutrition-rehabilitation program. Six-minute walk distance (6MWD), body weight, symptom burden, distress, and quality of life were assessed at baseline and at the end of the program. RESULTS: Patients improved their mean 6MWD by 59 m (effect size = 0.8), and 78% of patients either maintained or increased their body weight. They also reported a clinically meaningful reduction in severity of insomnia, pain, weakness, anorexia, shortness of breath, depression and distress, and improvement in quality of life (effect sizes = 0.6-0.9). However, they reported no change in symptom interference with function. CONCLUSION: An interdisciplinary rehabilitation program may be beneficial to patients with head and neck cancer after treatment, but its effects should be evaluated in a controlled trial.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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