An inner struggle for hope: insights from the diaries of bereaved family caregivers
Bibliographic record
Abstract
AIM: To explore the experience of hope for bereaved palliative caregivers through participant hope diaries. DESIGN: A secondary analysis of hope diaries collected as part of a grounded theory study of hope and bereavement. SAMPLE AND SETTING: Twelve older women from a small Canadian city completed a hope diary. DATA ANALYSIS: Content analysis (Patton, 2002) was applied to describe and interpret the data. FINDINGS: Hope was a feeling of peace, courage, strength, and self-confidence that enabled them to face each day and look to the future with a positive outlook. Hindrances to hope were multiple losses, loneliness, and physical health concerns, which created an inner struggle for hope. Hope was fostered through positive thoughts, connections, and taking care. Writing in the diary affected their experience of hope. CONCLUSION: The diaries provide unique insight into their experience, suggesting practical ways to foster hope in bereavement.
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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".