Human Rights Treaties Are an Important Part of the "International Health Instrumentariam" Comment on "The Legal Strength of International Health Instruments - What It Brings to Global Health Governance?"
Bibliographic record
Abstract
In their commentary, Haik Nikogosian and Ilona Kickbusch argue for the necessity of new binding international legal instruments for health to address complex health determinants and offer a cogent analysis of the implications of such treaties for future global health governance. Yet in doing so they pay no attention to the existing instrumentarium of international legally binding treaties relevant to health, in the form of human rights treaties. International human rights law has entrenched individual entitlements and state obligations in relation to individual and public health through iterative human rights treaties since 1946. These treaties offer normative specificity, institutional monitoring and the possibility of enforcement and accountability. If we are to build a new 'international health instrumentariam' we should not ignore existing and important tools that can assist in this endeavor.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".