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Record W7042618461

Pharmaceutical Regulation and Public Health

2019· article· en· W7042618461 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2019
Typearticle
Languageen
FieldHealth Professions
TopicPublic Health Policies and Education
Canadian institutionsnot available
Fundersnot available
KeywordsPublic health lawPublic healthHealth lawHealth policyInternational healthPublic law
DOInot available

Abstract

fetched live from OpenAlex

In their introduction to the latest edition of Public Health Law and Policy in Canada, the editors are unequivocal about the importance of this area of growing interest and scholarship. This text, they explain, “explores a range of perspectives that examine how law, in many forms and contexts, plays a critical role in protecting the public from known and emerging threats and promoting conditions for health.”\nWritten and edited by leading health law scholars and featuring contributions from legal and health experts from across the country, this book provides a comprehensive overview of our Canadian public health law and policy system. Now in its fourth edition, Public Health Law and Policy in Canada continues to be the definitive guide to the foundations of our public health law system. Building on past content, it offers an in-depth analysis of current critical public health issues and includes new chapters on incarceration, mental health law and pharmaceutical regulation, making it a valuable resource for anyone working in the public health sphere – from academics, to practitioners, to policymakers.\nAuthoritative and currentThis long-anticipated fourth edition has been extensively revised to include up-to-date case studies, case law and information on recent developments in public health law and policy. Both nationally and internationally, public health law remains a key area as it addresses new and evolving matters of concern that risk adversely affecting our health on a broad scale, such as the opioid crisis, the potential harms that may result from the legalization of cannabis in Canada, increased rates of vaping, the 2019 outbreak of Ebola and climate change. Public Health Law and Policy in Canada, 4th Edition will help readers navigate these complex, emerging issues and develop policies to manage them.\nThe invaluable features of this publication include: Significant revisions since the last edition was published in 2013. Updates include new chapters that expand the scope of the analysis and examine new trends and issues in Canadian public health law and policy, such as incarceration, mental health law and pharmaceutical regulation An impressive line-up of contributors, including prominent practitioners and professors who are public health law and policy experts A discussion about the impact that public health concerns and our public health system have on Indigenous communities \nThis wide-ranging and insightful treatise will be of particular interest to: Law, medical and public health students as it offers an overview of the foundations of the public health law system as well as in-depth analysis of the critical issues it currently faces Government officials as it provides a framework for understanding and developing public health policy Health care professionals working in public health as it reviews current approaches to addressing public health issues while providing guidance on how to navigate the legal and ethical issues of emerging public health problems Lawyers and in-house counsel in medical and health law and/or hospitals as it’s a great resource for getting updated information on current public health law and policy matters Law libraries and associations as it’s a practical point of reference for their patrons

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.733
Threshold uncertainty score0.537

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0130.035
Scholarly communication0.0170.005
Open science0.0030.005
Research integrity0.0120.009
Insufficient payload (model declined to judge)0.0190.003

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 head0.085
GPT teacher head0.439
Teacher spread0.354 · 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
Published2019
Admission routes1
Has abstractyes

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