A Comprehensive Development Agenda on Tenofovir Alafenamide in Clinical Practice
Bibliographic record
Abstract
The introduction of tenofovir (TFV) alafenamide (TAF) into clinical practice will be a further revolution in antiretroviral therapy. Currently available HIV-1 regimens are wide enough to allow diversified usage in different settings. Despite the fact that TAF is not capillary accessible, even in industrialized countries, ultimate International Guidelines have already included TAF in backbone or in single-tablet regimens. Due to a better safety profile, TAF will progressively replace TFV disoproxil fumarate, both in naïve and experienced patients. However, therapeutic innovations have to deal with budget constraints and different global spending-review patterns. The aim of this article is to give a comprehensive agenda of TAF use in naïve and experienced HIV-1 infected patients, providing a full review of the studies present in the literature and contextualizing these findings into daily clinical practice.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 0.018 |
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".