Impacto de un programa de atención domiciliaria al enfermo crónico en ancianos: calidad de vida y reingresos hospitalarios
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: To evaluate the impact of the ADEC program (acronym in Spanish) as compared with the typical care provided to disabled elderly affiliated with the Mexican Institute of Social Security (IMSS). MATERIAL AND METHODS: Prospective cohort at three months after discharge from two general hospitals in Mexico City. A total of 130 patients with functional dependency were studied, 70 in the ADEC program and 60 with typical care. Impact was measured using hospital readmissions and quality of life based on the Sickness Impact Profile (SIP). RESULTS: Average age was 74 (61/103) years and 60% were women. The main diagnosis was cerebrovascular disease (30.77%). The quality of life in the psychosocial dimension improved for the ADEC group (from 46.26 (±13.85) to 29.45(±16.48) as compared with 47.03 (±16.47) to 42.36 (±16.35) for those receiving typical care (p<0.05). No differences were found regarding hospital readmissions. (p>0.05). CONCLUSIONS: HC program improved the psychosocial dimension of 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 | 0.005 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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 it