MétaCan
Menu
Back to cohort
Record W4412922358 · doi:10.1017/cls.2025.6

Canadian Catholic Health Care at the Nexus of Multiple Legal Regimes

2025· article· en· W4412922358 on OpenAlexaffabout
Amélie Barras, Andrea Paras

Bibliographic record

VenueCanadian Journal of Law and Society / Revue Canadienne Droit et Société · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicReligion and Society Interactions
Canadian institutionsUniversity of GuelphYork University
Fundersnot available
KeywordsNexus (standard)Health carePolitical scienceLaw and economicsSociologyLawComputer science

Abstract

fetched live from OpenAlex

Abstract What does it mean to be a public Catholic institution in Canada? How does this Catholic identity evolve with the secularisation and diversification of society, and with the rising awareness of the complicated legacy of Catholicism and colonisation in Canada? This article explores those questions drawing on document analysis and interviews with staff working in Catholic health care. Taking a legal pluralist approach, it documents how Catholic health-care institutions navigate between transnational canon laws and ethics, and human rights law. Catholic health care is situated in a web of national and transnational legal regimes. We argue that this navigation takes different forms to adapt to societal changes, such as the authorization of Medical Assistance in Dying (MAiD). This article speaks directly to how Christianity continues to play a subtle, but still constant presence in Canadian Catholic hospitals, and debunks tropes that construct relationships between state and religion as one of clear separation.

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)0.008
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.161
Threshold uncertainty score0.973

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0320.025
Scholarly communication0.0080.002
Open science0.0010.006
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0060.000

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 head0.013
GPT teacher head0.297
Teacher spread0.284 · 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
GenreEmpirical

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

Citations0
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Journal of Law and Society / Revue Canadienne Droit et SociétéSame topicReligion and Society InteractionsFrench-language works237,207