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Record W4413244074 · doi:10.3138/ccar.v15i1.169

Do You have the Heart? A Cross-Border Comparative Case Study Analysis of Certification Legislation and Motions to Certify Vioxx Class Action Lawsuits in Ontario and the United States

2019· article· en· W4413244074 on OpenAlexaboutno aff
Adrienne Shnier

Bibliographic record

VenueCanadian Class Action Review · 2019
Typearticle
Languageen
FieldHealth Professions
TopicMedical Malpractice and Liability Issues
Canadian institutionsnot available
Fundersnot available
KeywordsClass actionCertificationPlaintiffLegislationCivil procedureLawPolitical scienceSociologyBusinessComputer science

Abstract

fetched live from OpenAlex

Abstract: The certification motion is arguably the most important step in a class action proceeding, as the court decides whether a putative class will be certified to allow a class action to move forward. The area of class action litigation is one in which there are commonly concurrent and subsequent proceedings in Canada and the United States, creating a unique opportunity for cross-border comparative analyses of the class proceedings and relevant legislation. In 2006 and 2008, proposed plaintiff classes in the United States and Ontario, respectively, brought comparable certification motions to certify Vioxx class action lawsuits. The certification motion in Ontario was granted, while the US motion was denied. This paper undertakes a comparative analysis of the Ontario Class Proceedings Act (CPA), the US Federal Rules of Civil Procedure (FCRP), and certification requirements implications. In particular, the CPA requirement for common issues and the FRCP commonality and typicality requirements are comparatively analyzed based on the Ontarian and US Vioxx class action certification motion decisions and reasons. This paper further uniquely contextualizes the Vioxx class action certification motion decisions within the structural context and culture in which Vioxx’s sponsor, Merck, shaped its promotion in the medical and public narrative, discourse, and ethos, from which regulators, physicians, and the public received information on the drug’s risk for adverse events. Considered contextually, the CPA legislation seems more equitable, as compared with the comparable FRCP legislation. This analysis closes with recommendations to broaden the FRCP certification legislation to become more equitable in its requirements.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.439
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.226
GPT teacher head0.532
Teacher spread0.306 · 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.

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

Citations0
Published2019
Admission routes1
Has abstractyes

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