Staff Perspectives of Barriers to Access and Delivery of Palliative Care for Persons With Dementia in Long-Term Care
Bibliographic record
Abstract
Dementia is a syndrome that is progressive, degenerative, and terminal. The palliative care philosophy aims to maximize quality of life for the dying individual and is both beneficial for and underused with persons dying with dementia. OBJECTIVES: The purpose of this study was to investigate the experiences of long-term care staff delivering palliative care to individuals with dementia to determine how care was delivered, to learn which guidelines were used, and whether policies affected the delivery of palliative care. METHODS: Twenty-two staff participants were interviewed. Their experiences were interpreted using phenomenological methodology. RESULTS: Findings yielded 3 key themes: confusion, resource shortages, and communication difficulties. CONCLUSION: Implications for practice include clarification of terminology surrounding palliative care, education of families about dementia and palliative care, better resource management, and the need to address when palliative care best fits within the dementia process.
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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 | 0.013 | 0.033 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.005 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 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".