The Frailty Reduction via Implementation of Exercise, Nutrition, and Deprescribing (FRIEND) Trial: Study Protocol and Recruitment Results
Bibliographic record
Abstract
INTRODUCTION: Virtually all adults in aged care facilities are frail, a condition which contributes to falls, cognitive decline, hospitalisation, and mortality. Polypharmacy, malnutrition, sedentariness, and sarcopenia are risk factors amenable to intervention. The Asia-Pacific Frailty Management Guidelines recommend anabolic exercise and the optimisation of medications and nutrition. However, no study has evaluated this best practice intervention triad in aged care. METHODS: The Frailty Reduction via the Implementation of Exercise, Nutrition, and Deprescribing (FRIEND) Trial (ANZCTR No.ACTRN12622000926730p) is a staged 6-month translational trial evaluating resident outcomes, staff/caregiver knowledge, and institutional implementation in a Townsville aged care facility. Residents received high-intensity resistance exercise and balance training and medication and nutrition optimisation co-implemented by investigators (exercise physiologist, geriatrician, pharmacist, and nutritionist) and facility staff. Staff and caregivers completed comprehensive education modules and training. We report the trial protocol and recruitment results. RESULTS: 29 residents (21 female, age: 88.6 ± 6.3 years) were recruited. At baseline, the residents were frail (frailty scale nursing home (FRAIL-NH); 6.3 ± 2.4/14), cognitively impaired (Montreal Cognitive Assessment; 13.8 ± 6.8/30), functionally impaired (Short Physical Performance Battery; 4.9 ± 3.1/12, 6 min walk distance; 222.2 ± 104.4 m), and were prescribed numerous medications (15.5 ± 5.9). Two residents died and one withdrew before the intervention's commencement. Thirty family members and 19 staff (carers, allied health assistants, nurse managers, registered nurses, lifestyle-leisure officers, kitchen/hospitality staff, and senior leadership) were recruited to receive frailty education modules. CONCLUSIONS: The FRIEND trial is currently being implemented with results expected in mid-2024. This is the first trial to evaluate the implementation of the best practice frailty guidelines including anabolic exercise and medication/nutritional optimisation in residential aged care.
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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 | 0.003 | 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 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".