The Effect of Combined Drug Management and an Exercise Program on Symptoms and the Happiness Level in Elderly Women
Bibliographic record
Abstract
The aim of this study was to determine the effect of combined drug management and an exercise program on symptoms and the happiness levels of elderly women people living at home. This interventional study included a total of 35 women, aged 65 to 74 years, who were registered at the Family Healthcare Centre. A 14-week program was combined with exercise and drug management. Pre-test and post-test evaluations results were recorded. The Edmonton Symptom Assessment Scale (ESAS), Oxford Happiness Questionnaire-Short Form (OHQ-SF) and a sociodemographic form and Follow-Up form were used for data collection. The mean ESAS points of the symptoms of pain, tiredness, sadness, and insomnia showed a significant decrease after intervention and the sense of well-being improved ( p < .001). A statistically significant increase was determined in the happiness levels of the participants after intervention. The combined program of drug management and exercise was found to be effective in raising happiness levels and reducing symptoms in elderly women.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".