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Record W7117305531 · doi:10.1111/bioe.70060

Medically Assisted Dying Practices: What Role for Clinical Ethicists?

2025· article· en· W7117305531 on OpenAlex
Vanessa Finley‐Roy, Ralf J. Jox, Catherine Perron, Maire‐Eve Bouthillier

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueBioethics · 2025
Typearticle
Languageen
FieldHealth Professions
TopicEthics in medical practice
Canadian institutionsCentre Hospitalier de l’Université de MontréalUniversité de MontréalUniversité de SherbrookeCentre Hospitalier Universitaire Sainte-Justine
Fundersnot available
KeywordsOperationalizationSnowball samplingThematic analysisFocus groupContext (archaeology)Qualitative researchExploratory researchBioethics

Abstract

fetched live from OpenAlex

Medically assisted dying (AD) practices have been legalized in several jurisdictions throughout the world over the last two decades. Because of this increased trend, more individuals now have access to a self-chosen death. Despite its legalization and the diversity of frameworks governing AD, it remains fraught with ethical challenges. However, there is a dearth of literature regarding the specific roles clinical ethicists (CEs) may have in AD provision. We sought to address this literature gap by: (1) Gathering healthcare professionals' (HPs) and CEs perspectives on how CEs may contribute; (2) Identifying how CEs may have been involved thus far; (3) Identifying promising practices and pitfalls related to their involvement. An exploratory qualitative study using focus groups, purposive and snowball sampling. Four online focus groups were held. Groups comprised of (1) HPs and (2) CEs from Quebec and Switzerland. Data was analyzed using thematic analysis. Altogether 21 persons participated, among them 10 ethicists and 11 HPs. Four major themes were identified: (1) Specific Roles for CEs; (2) CEs competencies deemed useful in AD provision; (3) Operationalization of CEs' involvement 5) Obstacles/Pitfalls associated to CEs' involvement in AD. Several roles for CEs have been identified that have been associated with specific ethical challenges that arise in AD. Findings indicate that CEs' integration in AD should be context dependent and should consider several misconceptions associated with the field of clinical ethics in general.

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 imitation

Not 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.

metaresearch head score (Codex)0.074
metaresearch head score (Gemma)0.460
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Research integrity
Consensus categoriesMetaresearch, Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.730
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0740.460
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0030.002
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0040.023
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.561
GPT teacher head0.676
Teacher spread0.115 · 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