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Development of a pharmaceutical science systematic review process using a semi-automated machine learning tool: Intravenous drug compatibility in the neonatal intensive care settingOur objective was to establish and test a machine learning-based screening process that would be applicable to systematic reviews in pharmaceutical sciences. We used the SPIDER (Sample, Phenomenon of Interest, Design, Evaluation, Research type) model, a broad search strategy, and a machine learning tool (Research Screener) to identify relevant references related to y-site compatibility of 95 intravenous drugs used in neonatal intensive care settings.
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Perspectives of culturally and linguistically diverse families in the management of children with type 1 diabetes in Western AustraliaChildren with Type 1 diabetes (T1D) from different ethnic backgrounds are growing in proportion in clinical practice and tend to have a higher risk of poor health outcomes. The study aimed to investigate the perspectives of culturally and linguistically diverse families in the management of children with T1D in Western Australia.
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A Systematic Framework for Prioritizing Burden of Disease Data Required for Vaccine Development and Implementation: The Case for Group A Streptococcal DiseasesVaccine development and implementation decisions need to be guided by accurate and robust burden of disease data. We developed an innovative systematic framework outlining the properties of such data that are needed to advance vaccine development and evaluation, and prioritize research and surveillance activities.
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The global burden of sore throat and group A Streptococcus pharyngitis: A systematic review and meta-analysisContemporary data for the global burden of sore throat and group A Streptococcus (Strep A) pharyngitis are required to understand the frequency of disease and develop value propositions for Strep A vaccines.
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From speculative to real: Community attitudes towards government COVID-19 vaccine mandates in Western Australia from May 2021 to April 2022Many governments employed mandates for COVID-19 vaccines, imposing consequences upon unvaccinated people. Attitudes towards these policies have generally been positive, but little is known about how discourses around them changed as the characteristics of the disease and the vaccinations evolved.
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Respiratory Syncytial Virus Reinfections in Children in Western AustraliaRespiratory syncytial virus (RSV) reinfection in children is poorly understood. We examined the incidence, characteristics, and outcomes of hospital-attended RSV reinfections in children <16 years in Western Australia between 2012 and 2022.
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Whole genome sequencing and molecular epidemiology of paediatric Staphylococcus aureus bacteraemiaThe role Staphylococcus aureus antimicrobial resistance genes and toxins play in disease severity, management and outcome in childhood is an emerging field requiring further exploration.
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Timeliness and factors associated with rotavirus vaccine uptake among Australian Aboriginal and non-Aboriginal children: A record linkage cohort studyAboriginal children are at greater risk of rotavirus disease than non-Aboriginal children and delayed vaccine receipt is substantially higher
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Respiratory Syncytial Virus Hospitalization During Pregnancy in 4 High-income Countries, 2010-2016This study addressed respiratory syncytial virus (RSV) infection during pregnancy
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Caregiver’s attitudes, beliefs, and experiences for influenza vaccination in Australian children with medical comorbiditiesInfluenza vaccination recommendation by children’s hospital physicians and previous vaccine receipt in hospital was associated with vaccine uptake