<i>Implementation and Effects of a</i> Medication Pass Nutritional Supplement Program in a Long-Term Care Facility: A Pilot Study
Why this work is in the frame
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Bibliographic record
Abstract
The purpose of this 6-month study was to determine the most effective method for implementing an interdisciplinary medication pass nutritional supplement program in Extendicare's long-term care facilities in western Canada by piloting the program in one facility. The program's effects on residents' body weight, skin integrity, and laboratory values related to nutritional status were evaluated. Resident adherence and staff perception were also assessed. Findings indicated that most residents experienced weight gain and improved visceral protein status. Resident adherence to the program was 96%, and staff feedback was positive. The promising results of this pilot study suggest that a medication pass nutritional supplement program could help improve the nutritional status of long-term care residents, thereby resulting in improved quality of life.
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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) | 0.000 | 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