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Just Medicare: The Role of Canadian Courts in Determining Health Care Rights and Access

2005· article· en· W2079195441 on OpenAlexaffabout
Colleen M. Flood

Bibliographic record

VenueThe Journal of Law Medicine & Ethics · 2005
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHealthcare Policy and Management
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCharterDeferenceSupreme courtHealth carePolitical scienceLawPublic administration

Abstract

fetched live from OpenAlex

Access to care has become a key and contentious issue in the Canadian health care system. In this article, I explore the role of Canadian courts in determining rights to access public health insurance (Medicare), beginning with a brief overview of the Canadian system and its distinguishing features, and then moving to discuss challenges to governmental limits on publicly-funded Medicare using the Canadian Charter of Rights and Freedoms. I argue that the Canadian courts are not, as is often charged, proactive in this area. I question whether the deference exhibited by courts to governmental limits on Medicare is justified given concerns about the fairness of the principles and processes followed by decision-makers. In sharp relief to the judiciary’s conservative approach to applications for better or timely access to publicly-funded Medicare is the recent Supreme Court of Canada’s decision in Chaoulli v. Quebec (Attorney General) which upheld a right to buy private health insurance for “medically necessary” hospital and physician services.

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)0.026
metaresearch head score (Gemma)0.067
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: none
Teacher disagreement score0.138
Threshold uncertainty score0.999

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0260.067
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.005
Science and technology studies0.0340.031
Scholarly communication0.0230.008
Open science0.0030.007
Research integrity0.0080.010
Insufficient payload (model declined to judge)0.0050.000

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 head0.160
GPT teacher head0.384
Teacher spread0.224 · 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

Citations11
Published2005
Admission routes2
Has abstractyes

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