The Experience of Hope for Informal Caregivers of Palliative Patients
Bibliographic record
Abstract
This study explored the experience of hope for informal caregivers of palliative patients. Interviews were conducted with 10 caregivers living with and providing care to a palliative patient. The interview data were analyzed using grounded theory qualitative methods. "Eroding hope" was their main concern--a result of bad days, negative messages, and experiences with the health care system. The participants dealt with eroding hope by "hanging on to hope." Hanging on to hope had four subprocesses: a) doing what you have to do, b) living in the moment, c) staying positive, and d) writing your own story. The support of friends, family, and health care professionals, and spiritually connecting with something bigger and stronger were subprocesses. These findings have application for informal caregivers providing palliative care at home, as a basis for assessment and interventions. Health care professionals need to recognize and value the experience of hope for the informal caregivers of palliative patients.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.017 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.005 | 0.006 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".