AIDS Clinical Trials Group 5197: A Placebo‐Controlled Trial of Immunization of HIV‐1–Infected Persons with a Replication‐Deficient Adenovirus Type 5 Vaccine Expressing the HIV‐1 Core Protein
Bibliographic record
Abstract
BACKGROUND: Human immunodeficiency virus type 1 (HIV-1)-specific cellular immunity contributes to the control of HIV-1 replication. HIV-1-infected volunteers who were receiving antiretroviral therapy were given a replication-defective adenovirus type 5 HIV-1 gag vaccine in a randomized, blinded therapeutic vaccination study. METHODS: HIV-1-infected vaccine or placebo recipients underwent analytical treatment interruption (ATI) for 16 weeks. The log(10) HIV-1 RNA load at the ATI set point and the time-averaged area under the curve served as co-primary end points. Immune responses were measured by intracellular cytokine staining and carboxyfluorescein succinimidyl ester dye dilution. RESULTS: Vaccine benefit trends were seen for both primary end points, but they did not reach a prespecified significance level of P < or = 25. The estimated shifts in the time-averaged area under the curve and the ATI set point were 0.24 (P=.04, unadjusted) and 0.26 (P=.07, unadjusted) log(10) copies lower, respectively, in the vaccine arm than in the placebo arm. HIV-1 gag-specific CD4(+) cells producing interferon-gamma were an immunologic correlate of viral control. CONCLUSION: The vaccine was generally safe and well tolerated. Despite a trend favoring viral suppression among vaccine recipients, differences in HIV-1 RNA levels did not meet the prespecified level of significance. Induction of HIV-1 gag-specific CD4 cells correlated with control of viral replication in vivo. Future immunogenicity studies should require a substantially higher immunogenicity threshold before an ATI is contemplated.
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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 | 0.004 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.000 | 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".