Towards the embodiment of biosocial resistance? How to account for the unexpected effects of antiretroviral scale-up in the Central African Republic
Bibliographic record
Abstract
At the fringes of the unprecedented medication scale-up in the treatment of HIV, many African countries have experienced dramatic antiretroviral drug stock-outs. Usually considered the result of irrational decisions on behalf of local politicians, programme managers and even patients (who are stigmatised as immoral), these problems seem not to be so exceptional. However, ethnographic attention to the social consequences of the presence and absence of antiretroviral drugs in the Central African Republic (CAR) suggests that these stock-outs entail far more than logistical failures. In 2010 and 2011 in the CAR, major antiretroviral treatment (ARV) stock-outs resulted in the renewal of 'therapeutic' social ties and also significant social resistance and defiance. While this paper explores reasons for the shortage, its focus is on subsequent popular reactions to it, particularly among people who are HIV-positive and dependent on ARVs. The exceptional and ambiguous consequences of these drug stock-outs raise new concerns relevant to the politics of global public health.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".