Ensuring Reasonable Health: Health Rights, the Judiciary, and South African HIV/AIDS Policy
Bibliographic record
Abstract
Historically, judicial enforcement of constitutional rights to health care has played a fairly limited role in enabling access to health care, a trend particularly prevalent in North America, and reflected in many other regions. This trend is due in part to judicial resistance to recognizing socioeconomic rights like health as appropriately legal, or as appropriately enforceable in light of the doctrine of separation of powers. This resistance is evident in judicial deference to social and economic policy, a reluctance to view socioeconomic claims as invoking “fundamental values” that courts consider themselves authorized to protect: and a real reluctance to recognize and enforce “positive” obligations pertaining to social welfare. As a result, health has often fallen largely into the political rather than legal sphere, and domestic courts have been relatively reluctant to review health policies from a human rights perspective, given the belief that doing so would exceed the appropriate democratic function of the judiciary.
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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 | 0.020 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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".