An Elementary Consideration of Humanity? Linking Trade‐Related Intellectual Property Rights to the Human Right to Health in International Law
Bibliographic record
Abstract
This paper explores methods of achieving linkage in international law between the human right to health and the World Trade Organization (WTO) Agreement on Trade‐Related Aspects of Intellectual Property Rights (TRIPS)). It explores the relevance to this question of international law's accepted hierarchies, namely jus cogens (peremptory norms), ergo omnes duties (duties “owed to all”) and section 103 of the United Nations (UN) Charter. It argues that these rules collectively prohibit gross violations of any rights including health, and place reasonable limits on all human conduct (including trade) to protect human health and life. It turns to historical support for these assertions, including recent de facto recognition that access to AIDS medicines in Sub‐Saharan Africa presents a legitimate exception to TRIPS rights. The paper further explores interpretive methods in international law for recognizing the prioritized value of human life and health within existing WTO law and dispute settlement processes, including from the Vienna Convention on the Law of Treaties. It concludes that raising health's priority requires a substantive reordering of the normative priorities that drive trade rules. It suggests that a practical strategy for raising the priority of health within decision making by WTO dispute settlement panels and domestic governments is to advance legal argument about health's appropriate location within international law's existing hierarchies.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.010 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.069 |
| Scholarly communication | 0.010 | 0.021 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.005 | 0.009 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".