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Record W4409438835 · doi:10.1017/jme.2025.16

The 2024 Amendments to the International Health Regulations: A New Era for Global Health Law in Pandemic Preparedness and Response?

2025· article· en· W4409438835 on OpenAlex
Roojin Habibi, Mark Eccleston-Turner, Gian Luca Burci

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.

Bibliographic record

VenueThe Journal of Law Medicine & Ethics · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHuman Rights and Development
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsInternational Health RegulationsPreparednessGlobal healthPolitical scienceSolidarityEquity (law)PandemicContext (archaeology)Public administrationInternational lawLawPoliticsEconomic growthCoronavirus disease 2019 (COVID-19)MedicineHealth careGeographyInfectious disease (medical specialty)EconomicsDisease

Abstract

fetched live from OpenAlex

On June 1, 2024, the World Health Assembly reached consensus on a package of amendments to the 2005 International Health Regulations (IHR). These amendments follow nearly two decades of implementation and an intensive multilateral process prompted by the global struggle against COVID-19. This article critically examines whether the amended IHR reflect lessons learned from the pandemic, potentially ushering in a new era for global health law in pandemic preparedness and response, or if they deflect attention from the need for deeper structural reforms. While the IHR remain the only near-universal legal framework for preventing and addressing the international spread of disease, these amendments emphasize equity and solidarity, and potentially shift the IHR from a technical instrument to one focusing on inherently political issues. This analysis examines key IHR amendments and their implications for the future of global health law, particularly in the context of equity, financing, and implementation.

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)0.021
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.896
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0210.001
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 head0.133
GPT teacher head0.500
Teacher spread0.367 · 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