‘And so I took up residence’: The experiences of family members of people with dementia during admission to an acute hospital unit
Bibliographic record
Abstract
It is estimated that a quarter of acute hospital beds are in use by older people with dementia at any one time. Little empirical research has been carried out that has specifically examined the day-to-day input of family members into the care of people with dementia during an acute hospital admission. In this article, we present the results of analysis of interviews with 26 family members of people with dementia about their experiences of supporting an admission of a person with dementia to an acute hospital unit in New Zealand. For all family members, the desire to support the person with dementia during their admission was at the forefront and was their primary focus. The theme, 'And so I took up residence', exemplifies fully the experiences of all of the family member participants. This study provides evidence that family members are a resource that may be unrecognised, untapped and unsupported in the event of hospitalisation of people with dementia.
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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".