‘I’m only dealing with the acute issues’: How medical ward ‘busyness’ constrains care of the dying
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
Acute hospital units are a common location of death. Curative characteristics of the acute medical setting make it difficult to provide adequate palliative care; these characteristics include an orientation to life-prolonging treatment, an emphasis on routine or task-oriented care and a lack of priority on emotional engagement with patients. Indeed, research shows that dying patients in acute medical units often experience unmet needs at the end of life, including uncontrolled symptoms (e.g. pain, breathlessness), inadequate emotional support and poor communication. A focused ethnography was conducted on an acute medical ward in Canada to better understand how this curative/life-prolonging care environment shapes the care of dying patients. Fieldwork was conducted over a period of 10 months and included participant-observation and interviews with patients, family members and staff. On the acute medical ward, a 'logic of care' driven by discourses of limited resources and the demanding medical unit created a context of busyness. Staff experienced an overwhelming workload and felt compelled to create priorities, which reflected taken-for-granted values regarding the importance of curative/life-prolonging care over palliative care. This could be seen through the way staff prioritized life-prolonging practices and rationalized inconsistent and less attentive care for dying patients. These values influenced care of the dying through delaying a palliative approach to care, limiting palliative care to those with cancer and providing highly interventive end-of-life care. Awareness of these taken-for-granted values compels a reflective and critical approach to current practice and how to stimulate change.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 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 | 0.010 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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