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Record W4200297442 · doi:10.1080/17449626.2021.1993452

Intellectual property rights trump the right to health: Canada’s Access to Medicines Regime and TRIPs flexibilities in the context of Bolivia’s quest for vaccines

2021· article· en· W4200297442 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Global Ethics · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicIntellectual Property and Patents
Canadian institutionsUniversité Sainte-Anne
Fundersnot available
KeywordsIntellectual propertyTRIPS AgreementTRIPS architectureRight to healthContext (archaeology)Essential medicinesDeveloping countryBusinessDeclarationInternational tradeLaw and economicsHuman rightsEconomic growthEconomicsLawPolitical scienceHealth care

Abstract

fetched live from OpenAlex

The failure of the Canadian pharmaceutical company Biolyse Pharma to obtain authorization under Canada’s Access to Medicines Regime (CAMR) to produce 15 million badly needed doses of a generic copy of a vaccine needed by a developing country is the occasion for a reflection on the right to health and the compatibility of this right with the dominant system of intellectual property rights (IPR) under the 1994 Agreement on Trade-Related Aspects of Intellectual Property Rights (TRIPS), the Doha Declaration and subsequent decisions. Global health justice and intellectual property rights are difficult to reconcile because patent-supported pricing limits equitable access to medicines and, in addition, produces distortions in the allocation of resources in health research. A ‘delinkage’ of production and development costs is therefore called for. In spite of this, governments of countries with an important pharmaceutical sector are often hesitant to agree to sharing of information and technologies. The ‘flexibilities’ (mainly ‘waivers’ and ‘compulsory licenses’) provided for under the TRIPS system are not applied in a serious and consistent way in order to allow developing countries to deal with health crises, as is illustrated by extreme variation in rates of vaccination between the developed and the less developed world.

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.

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)0.003
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.679
Threshold uncertainty score0.843

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.149
GPT teacher head0.326
Teacher spread0.177 · 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