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Emulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malariaIndividual-based models have become important tools in the global battle against infectious diseases, yet model complexity can make calibration to biological and epidemiological data challenging. We propose using a Bayesian optimization framework employing Gaussian process or machine learning emulator functions to calibrate a complex malaria transmission simulator.
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Western Australian health care workers’ views on mandatory COVID-19 vaccination for the workplaceHealth care workers (HCWs) are at an increased risk of catching and spreading Coronavirus Disease 2019 (COVID-19) compared with the general community, putting health systems at risk. Several jurisdictions globally have mandated or are looking to mandate COVID-19 vaccines for this cohort, but little is known about the acceptability of this measure, especially in different contexts, and there is little qualitative data to explore nuance, depth, and the reasons behind HCWs’ opinions.
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Distinct Streptococcus pneumoniae cause invasive disease in Papua New GuineaStreptococcus pneumoniae is a key contributor to childhood morbidity and mortality in Papua New Guinea (PNG). For the first time, whole genome sequencing of 174 isolates has enabled detailed characterisation of diverse S. pneumoniae causing invasive disease in young children in PNG, 1989-2014.
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Comparison of group A streptococcal titres in healthy children and those with pharyngitis and skin infectionsRates of acute rheumatic fever, a sequelae of group A Streptococcal (GAS) infection, remain unacceptably high in Indigenous Māori and Pacific children in New Zealand. This prospective study aimed to describe GAS antibody titres in healthy children (5–14 years) by ethnicity, and to determine how paired titres vary with GAS culture positive and negative pharyngitis, and GAS skin infections.
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Preferences on the uptake and completion of single- or three-dose regimen of benzathine penicillin G injection for the treatment of late syphilis: a discrete-choice experimentNotifications of syphilis in Australia have increased since 2011, particularly among gay and bisexual men who have sex with men (GBMSM). Adherence to current late latent syphilis treatment regimen is low-moderate, which is a significant health issue. To address this treatment non-compliance, a single high-dose benzathine benzylpenicillin G regimen has been under clinical trial.
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Multi-methods process evaluation of the SToP (See, Treat, Prevent) trial: a cluster randomised, stepped wedge trial to support healthy skinHealthy skin is important for maintaining overall physical and cultural health and wellbeing. However, remote-living Australian Aboriginal children contend with disproportionally high rates of Streptococcus pyogenes (Strep A) infected impetigo.
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A randomized, controlled, phase 1/2 trial of a neisseria meningitidis serogroup B bivalent rLP2086 vaccine in healthy children and adolescentsFactor H binding protein (also known as LP2086) is a conserved outer membrane neisserial lipoprotein that has emerged as a strong candidate protein antigen...
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Immunization of newborns with bacterial conjugate vaccinesBacterial conjugate vaccines are based on the principle of coupling immunogenic bacterial capsular polysaccharides to a carrier protein to facilitate the...
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Acute Rheumatic Fever and Chronic Rheumatic DiseaseThis chapter describes the epidemiology, pathogenesis, clinical manifestations, diagnostic criteria, and management principles of acute rheumatic fever.
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Comparison of three methods for the recovery of skin pathogens from impetigo swabs collected in a remote community of Northern Territory, AustraliaImmediate plating of impetigo swabs is the gold standard for bacterial recovery but is rarely feasible in remote regions.