Relational Experiences of Family Caregivers Providing Home-Based End-of-Life Care
Why this work is in the frame
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Bibliographic record
Abstract
The multiple relationships involved in home-based end-of-life care have received little systematic analysis. As part of a focused ethnographic study examining client-caregiver-provider relational care experiences within the sociocultural context of home-based end-of-life care, this article describes the provision of end-of-life care to older adults with advanced cancer from the perspective of family caregivers. Data were collected through in-depth interviews (n = 16) with 4 family caregivers and participant observations in each of the 4 households over a 6- to 8-month period. Family caregiving in home-based end-of-life care was portrayed in this study as 3 dialectical relational care experiences: (1) prioritizing care recipient needs-ignoring own needs, (2) feeling connected-feeling isolated, and (3) juggling to manage-struggling to survive. Study findings suggest that the sociocultural context of end-of-life care is not conducive to quality care and provide several insights for future directions in nursing practice, policy, and research.
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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) | 0.001 | 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 it