The fight against COVID-19 in sub-Saharan Africa-a threat to the continuous management of HIV patients: application of the action areas of the Ottawa charter for health promotion
Bibliographic record
Abstract
The Novel Coronavirus (2019-nCoV) was detected in December 2019 in the Hubei Province of China. Also known as COVID-19, the outbreak was declared a pandemic by the World Health Organization (WHO) in March 2020. Sub-Saharan Africa (SSA), which is the region hardest hit by HIV, is also highly affected by COVID-19. The fight against COVID-19 in SSA might threaten the continuous management of persons living with HIV (PLHIV). This commentary uses the five action areas of the Ottawa charter for health promotion to address the issue. If the issues raised in this commentary are not addressed quickly by SSA governments, every single link of the supply chain in the HIV response will be disrupted. This disruption might result in more stock-outs, shortages and a lack of access to ART in the months ahead. The SSA governments must ensure that HIV treatment adherence is not compromised owing to a shift of focus to the fight against COVID-19. They should ensure that everyone on HIV treatment gets an adequate supply of antiretroviral therapy (ART).
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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 | 0.002 | 0.001 |
| 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".