Education and Exercise on the Quality of Life among Adults with Chronic Renal Disease
Bibliographic record
Abstract
Objective: Evaluate the effectiveness of education and exercise on the quality of life among adults with chronic renal disease (CRD) on hemodialysis post-intervention (4 and 8 weeks). Methods: An evaluative true intervention approach was used. An ethical approval was obtained from the institutional ethics committee. A random sample of 150 patients (75 in intervention and 75 in control group) with CRD receiving dialysis was selected based on the inclusion criteria. The intervention group received interactive education and supervised exercises. RAND health-related kidney disease QOL (KDQOL) questionnaire was used. Results: Mean scores for the Kidney Disease and general QOL sub-scales among the intervention group were higher and statistically significant (p<0.01) compared to the control group. Conclusion: Education and exercise was shown to have a positive effect on the physical and mental health among the adults.
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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 | 0.000 | 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 | 0.000 |
| 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".