Quality of Life of Individuals With Heart Failure
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND: The growing number of patients with congestive heart failure has increased both the pressure on hospital resources and the need for community management of the condition. Improving hospital-to-home transition for this population is a logical step in responding to current practice guidelines' recommendations for coordination and education. Positive outcomes have been reported from trials evaluating multiple interventions, enhanced hospital discharge, and follow-up through the addition of a case management role. The question remains if similar gains could be achieved working with usual hospital and community nurses. METHODS: A 12-week, prospective, randomized controlled trial was conducted of the effect of transitional care on health-related quality of life (disease-specific and generic measures), rates of readmission, and emergency room use. The nurse-led intervention focused on the transition from hospital-to-home and supportive care for self-management 2 weeks after hospital discharge. RESULTS: At 6 weeks after hospital discharge, the overall Minnesota Living with Heart Failure Questionnaire (MLHFQ) score was better among the Transitional Care patients (27.2 +/- 19.1 SD) than among the Usual Care patients (37.5 +/- 20.3 SD; P = 0.002). Similar results were found at 12 weeks postdischarge for the overall MLHFQ and at 6- and 12-weeks postdischarge for the MLHFQ's Physical Dimension and Emotional Dimension subscales. Differences in generic quality life, as assessed by the SF-36 Physical component, Mental Component, and General Health subscales, were not significantly different between the Transition and Usual Care groups. At 12 weeks postdischarge, 31% of the Usual Care patients had been readmitted compared with 23% of the Transitional Care patients (P = 0.26), and 46% of the Usual Care group visited the emergency department compared with 29% in the Transitional Care group (chi2 = 4.86, df 1, P = 0.03). CONCLUSIONS: There were significant improvements in health-related quality of life (HRQL) associated with Transitional Care and less use of emergency rooms.
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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 | 0.000 | 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) | 0.003 | 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