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among children with pneumonia using a causal Bayesian networkPneumonia remains a leading cause of hospitalization and death among young children worldwide, and the diagnostic challenge of differentiating bacterial from non-bacterial pneumonia is the main driver of antibiotic use for treating pneumonia in children. Causal Bayesian networks (BNs) serve as powerful tools for this problem as they provide clear maps of probabilistic relationships between variables and produce results in an explainable way by incorporating both domain expert knowledge and numerical data.
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Core protocol for the adaptive Platform Trial In COVID-19 Vaccine priming and BOOsting (PICOBOO)The need for coronavirus 2019 (COVID-19) vaccination in different age groups and populations is a subject of great uncertainty and an ongoing global debate. Critical knowledge gaps regarding COVID-19 vaccination include the duration of protection offered by different priming and booster vaccination regimens in different populations, including homologous or heterologous schedules.
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Assessment of on-time vaccination coverage in population subgroups: A record linkage cohort studyOn-time coverage of the 2-4-6 month schedule is only 50-60% across specific population subgroups representing a significant avoidable public health risk
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Evidence of functional cell-mediated immune responses to nontypeable Haemophilus influenzae in otitis-prone childrenThese data provide evidence that otitis-prone children do not have impaired functional cell mediated immunity
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Multidrug-resistant tuberculosis in Australia, 1998-2012Multidrug-resistant tuberculosis is uncommon in Australia
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Cord blood Streptococcus pneumoniae-specific cellular immune responses predict early pneumococcal carriage in high-risk infants in Papua New GuineaWe aimed to explore whether newborns in high-risk areas have pre-existing pneumococcal-specific cellular immune responses that effects early acquisition.
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Meningococcal serogroup B-specific responses after vaccination with bivalent rLP2086Assessment of the persistence of bactericidal antibodies up to 4 years after a three-dose schedule of bivalent rLP2086
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Efficacy of a trivalent influenza vaccine against seasonal strains and against 2009 pandemic H1N1: A randomized, placebo-controlled trialThis study assessed the efficacy of seasonal IIV3s against influenza due to 2008 and 2009 seasonal influenza strains and against the 2009 pandemic H1N1 strain
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Influenza epidemiology, vaccine coverage and vaccine effectiveness in children admitted to sentinel Australian hospitals in 2014The Influenza Complications Alert Network (FluCAN) is a sentinel hospital-based surveillance programme operating in all states and territories in Australia
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Chronic HIV-1 infection induces B-cell dysfunction that is incompletely resolved by long-term antiretroviral therapyB-cell dysfunction persists in patients with HIV receiving long-term antiretroviral therapy. the causes and consequences of this require further investigation.