Frailty in elderly patients with chronic kidney disease under conservative treatment
Bibliographic record
Abstract
Objective: to assess the frail level of the elderly with chronic kidney disease under conservative treatment. Methods: this is a cross-sectional and correlational study performed with 35 elderly. The frailty was assessed using the Edmonton Frail Scale instrument. A descriptive analysis and Spearman correlation coefficients were performed. Results: the frailty showed a minimal variation of 1 and maximum of 14, with a mean score 7.71 (±3.10). Women (8.05±3.551) and illiterates (9.57±2.637) showed a higher mean score of frail. By correlating the frail score, a moderate inverse correlation was found with years of study (p=0.033) and moderate positive correlation with some complications (p<0.05). Conclusion: the elderly with chronic kidney disease under conservative treatment showed some frailty degree, the highest levels were correlated with lower education and a higher number of clinical complications.
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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 | 0.000 |
| 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".