Combined bictegravir, emtricitabine and tenofovir alafenamide for treating people with HIV: a plain language summary of the BICSTaR study up to 1 year
Bibliographic record
Abstract
WHAT IS THIS SUMMARY ABOUT?: This is a summary of an article about an ongoing study called the BICSTaR study.The BICSTaR study includes people with HIV (human immunodeficiency virus) who are taking a medicine called bictegravir/emtricitabine/tenofovir alafenamide (shortened to B/F/TAF). B/F/TAF is a single tablet that contains 3 different drugs for the treatment of HIV. The drugs work together to reduce the levels of HIV so that the virus can no longer be detected by a blood test.People taking part in the study are adults with HIV living in Europe, Canada, Israel, Japan, South Korea, Singapore and Taiwan. People take 1 tablet of B/F/TAF once a day. They are either taking B/F/TAF as their first treatment for HIV, or they have switched to B/F/TAF from another HIV treatment.Researchers looked at how well B/F/TAF worked and how safe it was in people who took B/F/TAF for a year. WHAT ARE THE KEY TAKEAWAYS?: Researchers found that B/F/TAF worked well in almost all people in the study by reducing levels of HIV in the blood. The virus could not be found in the blood of more than 9 out of 10 (94%) people who were taking B/F/TAF as their first HIV medicine and more than 9 out of 10 people (97%) who had taken another HIV medicine before starting B/F/TAF. This is known as having an 'undetectable viral load' and is a major goal for HIV treatment success. Researchers did not find any evidence of HIV developing resistance to B/F/TAF, which might stop B/F/TAF from working properly.Around 1 out of 10 people (13%) had side effects (any unwanted sign or symptom that people have when taking a medicine that researchers think might be caused by the medicine) that might have been caused by B/F/TAF. Most of these side effects were not classified as serious. Less than 1 out of 100 (0.1%) people had serious side effects that might have been caused by B/F/TAF. Only 6 out of 100 people stopped taking B/F/TAF due to side effects caused by B/F/TAF. As a result, more than 9 out of 10 people (95%) took B/F/TAF for at least 1 year. WHAT WERE THE MAIN CONCLUSIONS REPORTED BY THE RESEARCHERS?: B/F/TAF worked well in people with HIV in this study. Most people (around 9 out of 10) did not have any side effects.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.015 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.004 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.013 | 0.005 |
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 source (direct Gemma or distilled Codex), 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".