Conscientious Objection and Medical Assistance in Dying (MAID) in Canada: Difficult Questions - Insufficient Answers
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
“Conscientious objection” typically implies refusal to participate in an action based on strongly held ethical beliefs. It is historically associated with refusing to fight on the grounds of personal conscience or religion. 2 Like other military allusions such as collateral damage or life in the trenches, its usage has spread into wider societal use. Conscientious objection is now used in regards to opposing euthanasia in Canada. Euthanasia, in turn, is now referred to by the less emotive term, Medical Assistance in Dying (MAID). Most medical practitioners and hospitals that object do so in part because of their disagreement or discomfort with the act of killing. As such, the analogy is not wholly unjustified. What is less clear is how this construct, and this terminology, will ultimately affect patients, practitioners, administrators and politicians.
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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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