Les médicaments antirétroviraux et le VIH/sida
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Les traitements médicaux pour lutter contre le VIH/sida ont été limités pendant la plus grande partie de l’histoire de l’épidémie marquée par de nombreux décès. Depuis les années 1990, la mise au point de nouveaux médicaments antirétroviraux, sans constituer une cure, ont contribué chez plusieurs à l’amélioration de l’état de santé. Pour d’autres personnes vivant avec le VIH/sida, les effets indésirables des médicaments ont remis en question l’intérêt de ce traitement. Cet article explore, à partir de témoignages de personnes, hommes et femmes, vivant avec le VIH/sida à Montréal, les représentations contradictoires, oscillant entre scepticisme et espoir, entourant l’usage de ces médicaments.
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.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.004 |
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 it