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Record W4366997886 · doi:10.18332/tpc/162419

No government is immune from tobacco industry interference: Lessons from Canada’s COVID-19 vaccine collaboration with Philip Morris

2023· article· en· W4366997886 on OpenAlexaboutno aff
Les Hagen, Daniel Dorado

Bibliographic record

VenueTobacco Prevention & Cessation · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Public Health Policies and Epidemiology
Canadian institutionsnot available
Fundersnot available
KeywordsCoronavirus disease 2019 (COVID-19)Government (linguistics)VirologyTobacco industryMedicineInternal medicine

Abstract

fetched live from OpenAlex

Introduction In October 2020, the Government of Canada announced a US$130 million collaboration with Medicago Inc. to develop a new COVID-19 vaccine. Shortly thereafter, Philip Morris International (PMI) revealed that it was a major partner in the collaboration and provided a US$40 million loan guarantee to secure its involvement. The government’s collaboration with PMI represented a blatant violation of the WHO Framework Convention for Tobacco Control which prohibits tobacco industry partnerships among participating countries. The news of the collaboration was met with opposition and resistance from the global tobacco control community. Material and Methods In response to the PMI vaccine collaboration, ASH Canada and Corporate Accountability launched a global advocacy campaign in November 2020 urging the Canadian government to comply with the WHO tobacco control treaty and remove PMI as an investor. The advocacy campaign involved over 100 members of the Framework Convention Alliance (GATC) and included several high-profile interventions including news coverage, letter-writing, presentations, and a direct appeal to the delegates of the 2022 World Health Assembly, governments around the world and governmental regulatory agencies (i.e. FDA). Results In December 2022, Medicago revealed that PMI was ejected from the vaccine collaboration and its holdings in the company were purchased by the majority owner. Conclusions Canada is viewed as a world leader in tobacco control. If Canada is vulnerable to tobacco industry interference, then so are many countries. The WHO Framework Convention for Tobacco Control can shield participating countries from tobacco industry interference through the full implementation of Article 5.3 and its guidelines. In addition, there is an important need to implement other related articles of the treaty such as Article 19 as rapidly as possible to hold the industry accountable and deter further misconduct.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.265
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.042
GPT teacher head0.317
Teacher spread0.275 · 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 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
Published2023
Admission routes1
Has abstractyes

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