MétaCan
Menu
Back to cohort
Record W4292738045 · doi:10.1007/s10730-022-09492-w

Getting Beyond Pros and Cons: Results of a Stakeholder Needs Assessment on Physician Assisted Dying in the Hospital Setting

2022· article· en· W4292738045 on OpenAlex
Andrea Frolic, Leslie Murray, Marilyn Swinton, Paul Miller

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.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueHEC Forum · 2022
Typearticle
Languageen
FieldMedicine
TopicPalliative Care and End-of-Life Issues
Canadian institutionsMohawk CollegeMcMaster UniversityHamilton Health SciencesImpactMcMaster University Medical Centre
FundersHamilton Health Sciences
KeywordsconsMedical lawPhilosophy of medicineStakeholderMedicineNursingFamily medicinePolitical scienceAlternative medicinePublic relationsPsychiatry

Abstract

fetched live from OpenAlex

This study assessed the attitudes and needs of physicians and health professional staff at a tertiary care hospital in Canada regarding the introduction of physician assisted dying (PAD) during 2015-16. This research aimed to develop an understanding of the wishes, concerns and hopes of stakeholders related to handling requests for PAD; to determine what supports/structures/resources health care professionals (HCP) require in order to ensure high quality and compassionate care for patients requesting PAD, and a supportive environment for all healthcare providers across the moral spectrum. This study constituted a mixed methods design with a qualitative descriptive approach for the study's qualitative component. A total of 303 HCPs working in a tertiary care hospital completed an online survey and 64 HCPs working in hospital units with high mortality rates participated in 8 focus group discussions. Both focus group and survey data coalesced around several themes to support the implementation of PAD following the decriminalization of this practice: the importance of high quality care; honoring moral diversity; supporting values (such as autonomy, privacy, beneficence); and developing resources, including collaboration with palliative care, education, policies and a specialized team. This study provided the foundational evidence to support the development of the PAD program described in other papers in this collection, and can be a model for gathering evidence from stakeholders to inform the implementation of PAD in any healthcare organization.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.427
Threshold uncertainty score0.315

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.090
GPT teacher head0.375
Teacher spread0.286 · 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