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Record W1503328575 · doi:10.1111/add.12064

Prospects for scaling‐up supervised injection facilities in <scp>C</scp>anada: the role of evidence in legal and political decision‐making

2013· article· en· W1503328575 on OpenAlexaffabout
Elaine Hyshka, Tania Bubela, T. Cameron Wild

Bibliographic record

VenueAddiction · 2013
Typearticle
Languageen
FieldMedicine
TopicHIV, Drug Use, Sexual Risk
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsPoliticsLegislationOpposition (politics)JurisprudenceScope (computer science)Public relationsBusinessPublic administrationPolitical scienceLaw and economicsLawMedicineSociologyComputer science

Abstract

fetched live from OpenAlex

BACKGROUND: North America's first supervised injection facility-Insite-opened in Vancouver in 2003 under a special federal legal exemption. Insite has faced significant political and legal opposition, which culminated in a recent Supreme Court of Canada ruling that ordered the federal Minister of Health to extend the facility's exemption and cited evidence that the facility is life-preserving and does not increase public disorder. Officials in several other cities have initiated or accelerated preparations for new facilities due to speculation that the ruling provides sufficient legal basis to expand supervised injection in Canada. However, a comprehensive assessment of the barriers and facilitators to supervised injection facility scale-up is lacking. METHODS: This policy case study reviews a corpus of jurisprudence, legislation, scientific research and media texts to: describe the role of evidence in legal and political decision-making around Insite; analyze the implications of the Insite decision for new facilities; and discuss alternative avenues for supervised injection facility expansion. RESULTS: The Insite decision does not simplify the path towards new supervised injection facilities, but nor does it does pose an insurmountable hurdle. Whether new facilities will be established depends largely upon how the Minister of Health interprets the ruling, the proponents' ability to demonstrate need and support from municipal and provincial governments and community members. Formally defining supervised injection as within nurses' scope of practice could further efforts to establish new facilities. CONCLUSION: Additional court action may be required to establish a stable legal and policy basis for supervised injection facilities in Canada.

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 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)0.000
metaresearch head score (Gemma)0.004
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 score0.542
Threshold uncertainty score0.517

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.004
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 head0.052
GPT teacher head0.328
Teacher spread0.276 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations45
Published2013
Admission routes2
Has abstractyes

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