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Record W2258233843 · doi:10.1136/bmj.h4801

“Euthanasia kits” are prepared for Quebec doctors as palliative care centres rebel on right to die

2015· article· en· W2258233843 on OpenAlexaboutno aff
Owen Dyer

Bibliographic record

VenueBMJ · 2015
Typearticle
Languageen
FieldMedicine
TopicPalliative Care and End-of-Life Issues
Canadian institutionsnot available
Fundersnot available
KeywordsPalliative careRight to dieMedicineTerminal careNursingWorld Wide WebComputer sciencePsychiatry

Abstract

fetched live from OpenAlex

New guidelines from the College des Medecins du Quebec explain how doctors will provide medical aid in dying to terminally ill patients who request it, when Canada’s second largest province becomes North America’s biggest right to die jurisdiction on December 10. Physicians will be able to end a patient’s life with three sequential injections: a benzodiazepine sedative to relieve anxiety, a barbiturate to induce coma, and a curare-type neuromuscular block to stop the heart and respiration. Special kits containing all three drugs, back-up doses, and detailed instructions will be prepared by pharmacists on a patient by patient basis and will be available to all licensed physicians. The college decided that doctors should administer the drugs intravenously rather than simply prescribe an oral drug. Yves Robert, secretary of the college, said that …

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.986
Threshold uncertainty score0.779

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.015
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0100.003
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0160.016
Insufficient payload (model declined to judge)0.0390.011

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.

Opus teacher head0.196
GPT teacher head0.468
Teacher spread0.272 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEditorial

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".

Quick stats

Citations1
Published2015
Admission routes1
Has abstractyes

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