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This is a Pre-Registered Trial study.

December 1, 2025Statistics in MedicineOpen Access

Effects Among the Affected

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Treatment discontinuation negatively impacts adherence in HIV care, emphasizing the need for targeted solutions.
Simulation studies highlight performance metrics of the working marginal structural model used for evaluation.
Using machine learning, the study adapts causal parameters to identify treatment effects among those previously affected.
Insights from the Adaptive Strategies for Preventing and Treating Lapses of Retention in HIV Care trial illustrate practical implications for future interventions.

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This analysis demonstrates treatment discontinuation impacts adherence in HIV care, suggesting improved strategies for conditional cash transfers.

Montoya et al. (2025) studied this question.

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This analysis demonstrates treatment discontinuation impacts adherence in HIV care, suggesting improved strategies for conditional cash transfers.