(Mis)understandings and uses of ‘culture’ in bioethics deliberations over parental refusal of treatment: Children with cancer
Bibliographic record
Abstract
We developed this study to examine the issue of parental refusal of treatment, looking at the issue through a cultural competence lens. Recent cases in Canada where courts have declined applications by clinicians for court orders to overrule parental refusal of treatment highlight the dispute in this area. This study analyses the 16 cases of a larger group of 24 cases that were selected by a literature review where cultural or religious beliefs or ethnic identity was described as important reasons behind the refusal. The most significant finding was that nearly all of the cases cited unacceptable side effects as the main reason for declining treatment. We then analysed the detail of the cases and concluded that in the first instance a skilled clinical approach to develop an agreed management plan is by far the best approach. In the event that agreement cannot be reached we recommend engaging a mediator to help the clinician and parents/child to find an agreeable way forward. We argue that the option of seeking a court order was of significant detriment to many of the children in our cases and that this option should be used sparingly. There is a need for empirical research on the outcome of cases where a court order is sought.
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.
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 | 0.001 | 0.002 |
| 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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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".