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Record W3163692583

The Future of Canadian Universal Health Care System: A Contextual Analysis of Section 7 of the Charter and Chaoulli

2020· article· en· W3163692583 on OpenAlexaboutno aff
Ibrahim Obadina

Bibliographic record

VenueSSRN Electronic Journal · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsnot available
Fundersnot available
KeywordsCharterGovernment (linguistics)Health carePolitical scienceSocial securitySupreme courtDignityPublic administrationStatuteLawBusiness
DOInot available

Abstract

fetched live from OpenAlex

The Supreme Court of Canada in Chaoulli v Quebec, declared unconstitutional a statute restricting private health practitioners in participating in the provision of alternative services in the healthcare system. A ruling which has attracted widespread condemnation by legal and health policy experts. The implication of the decision especially on the Universal Healthcare in Canada could be far reaching considering that although limited to Quebec as a province. Further Charter of Rights challenges are now ongoing; seeking to extend the ruling at the federal level. The outcome of the federal Canadian Charter could have a serious negative effect on Canada’s most valued social program; the Universal Health System into a two-tier system. One question this paper seeks to address in the light of the decision is thus, whether the states in the face of wait times and other challenges threatening the life and limbs of citizens, is justified to continue to prohibit citizens for seeking private care with or without recourse to public fund or tax payers fund. It argues that the failure of the Canadian government to provide timely medical care could amount to a violation of the provision of Section 7 of the Canadian Charter of Rights on the right to life, dignity and security of persons. It also argues that the limitation of private insurance and medical practitioners cannot be sustained in the light of the various challenges and that the court decision in Chaoulli may be justified on these grounds and even post-Chaoulli decisions may follow the path.

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)0.005
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.623
Threshold uncertainty score0.722

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.006
Science and technology studies0.0510.029
Scholarly communication0.0200.006
Open science0.0040.007
Research integrity0.0060.007
Insufficient payload (model declined to judge)0.0070.000

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 head0.010
GPT teacher head0.248
Teacher spread0.238 · 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 designTheoretical or conceptual
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
Published2020
Admission routes1
Has abstractyes

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