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Development of prognostic model for preterm birth using machine learning in a population-based cohort of Western Australia births between 1980 and 2015Preterm birth is a global public health problem with a significant burden on the individuals affected. The study aimed to extend current research on preterm birth prognostic model development by developing and internally validating models using machine learning classification algorithms and population-based routinely collected data in Western Australia.
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Rural workforce challenges: Why not rural psychiatry?The Australian psychiatry workforce is under-subscribed and highly urbanised. Currently, 90% of psychiatrists work in the cities, and there are significant projected workforce shortages of psychiatrists throughout Australia, particularly in rural and remote locations.
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The effects of prenatal bisphenol A exposure on brain volume of children and young miceBisphenol A (BPA) is a synthetic chemical used for the manufacturing of plastics, epoxy resin, and many personal care products. This ubiquitous endocrine disruptor is detectable in the urine of over 80% of North Americans.
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The 8th International RASopathies Symposium: Expanding research and care practice through global collaboration and advocacyGermline pathogenic variants in the RAS/mitogen-activated protein kinase (MAPK) signaling pathway are the molecular cause of RASopathies, a group of clinically overlapping genetic syndromes.
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The impact for DCD – USA study: The current state of Developmental Coordination Disorder (DCD) in the United States of AmericaDevelopmental Coordination Disorder (DCD) is among the most under-recognized and under-supported disorders worldwide. The aim of this study was to present a preliminary national study that evaluated the unmet needs of children with DCD in the USA using the Impact for DCD survey.
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Investigating the impact of autistic children's feeding difficulties on caregiversThe aim of this study was to investigate the influence of children's autism characteristics, sensory profiles and feeding difficulties on caregiver-reported impact at mealtimes.
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Trajectories of homelessness and association with mental health and substance use disorders among young people transitioning from out-of-home care in AustraliaResearchers have examined sub-groups that may exist among young people transitioning from out-of-home care (OHC) using various theoretical models. However, this population group has not been examined for trajectories of homelessness risk.
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Joint developmental trajectories of internalizing and externalizing problems from mid-childhood to late adolescence and childhood risk factors: Findings from a prospective pre-birth cohortThere is limited evidence on heterogenous co-developmental trajectories of internalizing and externalizing problems from childhood to adolescence and predictors of these joint trajectories. We utilized longitudinal data from Raine Study participants to identify these joint trajectories from 5 to 17 years using parallel-process latent class growth analysis and analyze childhood individual and family risk factors predicting these joint trajectories using multinomial logistic regression.
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Developing type 1 diabetes resources: a qualitative study to identify resources needed to upskill and support community sport coachesCommunity sport coaches in Western Australia lack an understanding, the confidence, and knowledge in supporting young people with Type 1 diabetes (T1D). This study aims to identify what T1D educational resources are required to upskill coaches in Western Australia.
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Global Prevalence of Varicella-Associated Complications: A Systematic Review and Meta-AnalysisVaricella (chickenpox) is an infectious disease caused by the varicella zoster virus affecting children, adolescents, and adults. Varicella symptoms are usually self-limiting; however, different complications with widespread and systemic manifestations can occur. This systematic literature review aims to explore and quantify varicella-associated complication rates.