Physical function in hospice patients and physiotherapy interventions: a profile of hospice physiotherapy
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
Objective: There is a dearth of international research on hospice physiotherapy. This study aims to profile hospice physiotherapy in an Irish setting in order to inform practice internationally. Design: The study design consisted of a retrospective chart audit over 6 months. Setting: The study took place at a specialist palliative care inpatient unit (hospice) in Limerick, Ireland. Participants: All patients were discharged (through death or discharge onwards) from January to June 2010. Outcome measure: The Edmonton Functional Assessment Tool (EFAT-2) was used as an outcome measure. Results: Sixty-five percent were referred for physiotherapy; 58% (n = 144) were assessed and treated. A wide range of patients was referred (mean functional score 11, range 1–23, SD 5). Rehabilitation activities were widespread: 48% with more than one functional score recorded made improvements; 53% of physiotherapy patients were eventually discharged home; 47% of physiotherapy patients died, of whom 52% received physiotherapy in the last week of life. The median physiotherapy program lasted 11 days (range 1–186, SD 22) whereas the median number of treatments was four (range 1–99, SD 10). The most common interventions were gait re-education (67%), transfer training (58%), and exercises (53%). One third of treatment attempts were unsuccessful because of the unavailability/unsuitability of patients. Challenges for physiotherapists included frequent suspension of treatment and large functional fluctuations in patients. Conclusion: There was a high referral rate to physiotherapy in this hospice. Functional changes in hospice patients were mapped, showing that physiotherapy involved both rehabilitative and quality of life/supportive measures. The most common treatments were physical activity interventions.
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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 | 0.001 |
| 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 it