Awareness of Palliative Care and End-of-Life Options Among African Canadians in Nova Scotia
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
PURPOSE: To assess, using qualitative methods, the knowledge African Canadians living in Nova Scotia have regarding their options for palliative and end-of-life (EOL) care. DESIGN: This project engaged caregivers in a Black community in Nova Scotia, Canada, in an exploration of palliative and EOL care. A group of six caregivers who cared for someone who had died were recruited through purposive sampling. The caregivers met three times to (1) discuss their experiences, (2) receive a presentation from the palliative care service, and (3) discuss whether those services would be beneficial. This was followed by a community meeting to discuss the findings. FINDINGS: Knowledge of options for palliative care services is limited. Family centered care may be a reason why "system" is generally not aware of the EOL experiences of African Nova Scotians. DISCUSSION: Information about palliative care services is not filtering down to the community in a way that is meaningful to families. Families tend to self-select services that assist them in providing care in the home setting. There is a need to engage Black communities and palliative care services in developing culturally appropriate services.
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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