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Record W280158995

Divergent Campaigns towards Global Health Governance: Canadian and U.S. Approaches to the Global HIV/AIDS Pandemic Jeffrey Ayres Patricia Siplon

2007· article· en· W280158995 on OpenAlexaboutno aff
Jeffrey Ayres, Patricia Siplon

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicHuman Rights and Development
Canadian institutionsnot available
Fundersnot available
KeywordsDeclarationHuman rightsGlobal healthPolitical scienceLatin AmericansDenialPandemicDeveloping countryEconomic growthLawDevelopment economicsMedicineInfectious disease (medical specialty)DiseaseHealth careCoronavirus disease 2019 (COVID-19)
DOInot available

Abstract

fetched live from OpenAlex

I. INTRODUCTION In June 2001, delegates representing countries from around the world met in New York City for a United Nations (UN) General Assembly Special Session on HIV/ AIDS. This meeting took place the start of a new millennium in an international environment where states had grudgingly begun to recognize the huge geographic scale and enormous human toll that the disease had inflicted on developing countries around the world. However, a noticeable division had emerged between delegations over the wording of the draft declaration of the Special Session. The United States (US), siding with the Vatican and Islamic states, struggled to expunge any mention in the draft declaration of groups particularly high risk of HIV infection. Meanwhile, Canada, along with Australia and various Latin American and European countries, had urged a much more explicit declaration with the stated goal of reducing incidence among those high risk of infection. Civil society organizations that had earlier that spring contributed to the wording of this draft declaration, but which had been excluded since that time as negotiations took place between delegations in secret, decried these divisions. The non-governmental organization (NGO) Human Rights Watch noted that at a conference devoted to fighting AIDS, governments must not replicate the silence and denial that have driven the spread of the disease. (1) It is hard to overstate the dimensions and consequences of infectious disease, particularly HIV/AIDS, which are crippling sub-Sahara Africa, and increasingly threatening other developing areas of the world as well. However, the response of developed countries to this crisis has been uniformly underwhelming relative to what is needed. As suggested by this division over the wording of the UN draft declaration, the response has revealed radically different approaches to global health concerns between two geographic neighbors and historic allies, Canada and the US. Beyond what have become commonplace rhetorical divisions in international conferences, we can identify other contrasts in the approach each country takes to affordable medications and financial aid provided to some of the hardest hit areas. Canada has passed legislation facilitating developing countries' access to affordable generic medications the same time that the US has aggressively pursued multilateral and bilateral trade agreement protections for the brand-name pharmaceutical industry. Canada has also put most its financial contributions into multilateral vehicles such as the Global Fund to Fight AIDS, Tuberculosis and Malaria, and the World Health Organization's (WHO) 3 x 5 (3 million in treatment by 2005) initiative. The US meanwhile has placed the vast majority of its resources into its bilateral President's Emergency Plan for AIDS Relief (PEPFAR) targeting fifteen countries. Though less obvious, the two countries have also pursued very different policies regarding prevention, in terms of funding priorities and the above noted ideological positions international meetings, as well as overall development goals in vulnerable countries as well. How might we account for these differences in ideological, financial and policy approaches between Canada and the US to the HIV/AIDS pandemic? II. FRAMING DIVERGENT STATE APPROACHES TO THE HIV/AIDS PANDEMIC The global HIV/AIDS pandemic and the international response have major implications for both the study of international relations and the practice of global governance. In addition to the moral imperative of preventing the deaths of untold millions of people worldwide who are either now HIV positive or soon will be, the global pandemic has exposed further gaps in so-called have and have not countries, exacerbating global inequity, gender discrimination and the growing roster of weakening or failing states. Our approach to this issue begins with one of the more enduring analytical and systematic approaches for developing explanations for foreign policy and international relations outcomes: levels of analysis. …

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.375
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.078
GPT teacher head0.316
Teacher spread0.238 · 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
Published2007
Admission routes1
Has abstractyes

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