Value‐based issues and policy change: Medical assistance in dying in four narratives
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
Abstract In 2014, Québec became the first province in Canada to allow medical assistance in dying (MAID) by adopting the Act Respecting End‐of‐Life Care. This was, and still is, an important policy change. It involves a singular and highly moral issue that generated debates spanning over a longer period than that specific to the law's development and adoption. Using French and English newspapers' renderings of these debates in Québec between 2005 and 2015, this study deconstructs MAID's journey in the province into four periods, each characterized by a specific narrative: flexible precaution, legal hypocrisy, accountability imperative, and ineluctable adaptation. These four narratives allow us to better understand MAID's framing process as they reveal the underlying rationales of three overarching frames covering the 2005–2015 period: the legal frame, the social progress frame, and the service provision frame.
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 | 0.001 | 0.002 |
| 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 it