Parasite Susceptibility to Amphotericin B in Failures of Treatment for Visceral Leishmaniasis in Patients Coinfected with HIV Type 1 and<i>Leishmania infantum</i>
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Visceral leishmaniasis (VL) is an opportunistic infection that can occur among patients infected with human immunodeficiency virus type 1 (HIV-1) in areas where both infections are endemic. Highly active antiretroviral therapy has decreased the incidence of VL in southern Europe among HIV-1-infected patients, but VL is still observed among patients with low CD4 cell counts, and most coinfected patients receiving highly active antiretroviral therapy experienced relapse, despite initial treatment with liposomal amphotericin B. METHODS: Through long-term monitoring of VL in 10 patients with HIV-1 infection and/or AIDS, we compared parasite strains derived from primary and secondary episodes of VL. All the patients have received many courses of amphotericin B treatment and/or prophylaxis. RESULTS: Through molecular techniques, we have shown that secondary episodes of VL can be attributable to relapse (7 of 10 episodes) or reinfection (3 of 10). We developed an assay to measure amphotericin B susceptibility and found no evidence of decreased susceptibility among strains isolated from patients, some of whom were infected with the same isolate for up to 10 years. CONCLUSIONS: This apparent absence of resistance, as determined by in vitro susceptibility testing, has important consequences and suggests that amphotericin B will remain a useful drug of choice against VL, even after repetitive treatments or prophylactic use.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| 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 | 0.000 |
| 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 it