Category Archives: Governance arrangements
How decisions about care are made
Harms associated with injecting in public spaces: A global systematic review and meta-analysis
BACKGROUND: Despite increasing backlash against harm reduction efforts and the need to understand the risk environments encountered by people who inject drugs (PWID), a quantitative systematic review on public injecting...
Evaluating predictive performance, validity, and applicability of machine learning models for predicting HIV treatment interruption: A systematic review
Background HIV treatment interruption remains a significant barrier to achieving global HIV/AIDS control goals. Machine learning (ML) models offer potential for predicting treatment interruption by leveraging large clinical data. Understanding...
Estimating the effect of maternal viral load on perinatal and postnatal HIV transmission: A systematic review and meta-analysis
Background Although a growing body of evidence supports zero risk of sexual HIV transmission from a person with sustained virological suppression, known as U=U (undetectable equals untransmittable), data have been...
Machine learning for personalized risk assessment of HIV, syphilis, gonorrhoea and chlamydia: A systematic review and meta-analysis
Background Machine learning (ML) shows promise for sexually transmitted infection (STI) risk prediction, but systematic evidence of its effectiveness remains fragmented. Methods We systematically searched six electronic databases, three preprint...
HIV, hepatitis, and syphilis self-testing among adolescents and young adults: A systematic review and meta-analysis
Background: Adolescents and young adults (AYA) make up a significant share of the world’s burden of HIV and other sexually transmitted infections (STI). Self-testing can increase testing coverage and strengthen the...
Retention in HIV care among Southeast Asian people living with HIV: A systematic review and meta-analysis
Background Despite the effectiveness of antiretroviral therapy (ART) in reducing HIV-related morbidity and mortality, the retention of HIV care remains suboptimal in Southeast Asia. Objective This systematic review and meta-analysis...
