Multiple drug rescue therapy for HIV-infected individuals with prior virologic failure to multiple regimens
Bibliographic record
Abstract
OBJECTIVES: To characterize the antiviral response and tolerability of a multi-drug rescue therapy (MDRT) among heavily pretreated patients. METHODS: Observational study conducted in a single, university-based tertiary referral clinic. Patients (n = 106) who failed several prior regimens started MDRT including at least five antiretroviral (ARV) drugs between August 1997 and June 1998. The most common starting regimen included three nucleoside reverse transcriptase inhibitors and two protease inhibitors, which was prescribed to 45 (42.5%) patients. Virologic response was defined as plasma viral load < 400 copies/ml on at least two consecutive visits. RESULTS: Median prior ARV exposure was seven drugs over a median time of 43 months. Fifty-nine percent of the patients were phenotypically (VIRCO Antivirogram) resistant at baseline to seven or more ARV. Median plasma viral load change following initiation of MDRT was -1.04 log10 copies/ml over a median of 15 months. Using intention-to-treat analysis 40% of patients had plasma viral load values < 400 copies/ml between weeks 47 and 57 of follow-up. Twenty-six patients (25%) experienced severe laboratory abnormalities or subjective adverse drug effects and six of these participants discontinued therapy. CONCLUSION: MDRT induced a substantial antiviral response in this heavily pretreated group of patients despite extensive phenotypic resistance at baseline. Adverse effects were frequent but generally manageable. Our data suggest that relying exclusively on historical, clinical and laboratory evidence may not be sufficient to rule out a possible antiviral response when multiple drug regimens are used in this heavily pretreated patient population.
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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 | 0.000 | 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) | 0.000 | 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".