Bibliographic record
Abstract
Human immunodeficiency virus Type 1 (HIV-1) integrase is an essential enzyme for the obligatory integration of the viral DNA into the infected cell chromosome. As no cellular homologue of HIV integrase has been identified, this unique HIV-1 enzyme is an attractive target for the development of new therapeutics. Treatment of HIV-1 infection and AIDS currently consists of the use of combinations of HIV-1 inhibitors directed against reverse transcriptase (RT) and protease. However, their numerous side effects and the rapid emergence of drug-resistant variants limit greatly their use in many AIDS patients. In principle, inhibitors of the HIV-1 integrase should be relatively non-toxic and provide additional benefits for AIDS chemotherapy. There have been many major advances in our understanding of the molecular mechanism of the integration reaction, although some critical aspects remain obscure. Several classes of compounds have been screened and further scrutinised for their inhibitory properties against the HIV integrase; however, there are currently no useful inhibitors available clinically for the treatment of AIDS patients. This review describes the current knowledge of the biological functions of the HIV-1 integrase and reports the major classes of integrase inhibitors identified to date.
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.
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 | 0.000 | 0.000 |
| 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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; both teacher heads agree on what is shown here.
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".