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Research
Statistical modelling under differential privacy constraints: a case study in fine-scale geographical analysis with Australian Bureau of Statistics TableBuilder dataConsistent with the principles of differential privacy protection, the Australian Bureau of Statistics artificially perturbs all count data from the Australian Census prior to its release to researchers through the TableBuilder platform. This perturbation involves the addition of random noise to every non-zero cell count followed by the suppression of small values to zero.
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The moral domain in peer relationships: opportunities for interventions to prevent bullyingPrevious research has focused on identifying the association between moral dimension and bullying behavior, with an emphasis on better understanding the complex processes that children and adolescents trigger during decision-making in immoral situations. However, advances in research on morality and bullying have not been paralleled by the design of intervention programs that promote moral competence. The aim of this chapter is to analyze the moral dimension as a key intervention in the design of holistic models for preventing bullying and promoting defending.
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Participant and caregiver perspectives on health feedback from a healthy lifestyle checkThe usual output following health consultations from paediatric services is a clinical letter to the referring professional or primary care provider, with a copy sent to the patient's caregiver. There is little research on how patients and caregivers perceive the letter content.
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An evaluation of GPT models for phenotype concept recognitionClinical deep phenotyping and phenotype annotation play a critical role in both the diagnosis of patients with rare disorders as well as in building computationally-tractable knowledge in the rare disorders field.
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Meningococcal DiseaseMeningococcal disease is caused by the bacteria Neisseria meningitidis, or 'meningococcus'. It is an uncommon but very serious disease that can result in death if not recognised and treated quickly.
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Oombarl Oombarl Joorrinygor-Slowly Slowly Moving Forward: Reflections From a Cross-Cultural Team Working Together on the See, Treat, Prevent (SToP) Trial in the Kimberley Region of WAReflexivity is crucial for researchers and health professionals working within Aboriginal health. Reflexivity provides a tool for non-Aboriginal researchers to contribute to the broader intention of reframing historical academic positivist paradigms into Indigenous research methodologies to privilege Aboriginal voices in knowledge construction and decision-making.
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‘Beyond core business’: A qualitative review of activities supporting environmental health within remote Western Australian schoolsAboriginal children and families contend with higher rates of preventable infectious diseases that can be attributed to their immediate living environment. The environments in which children spend most of their time are their homes and schools. We aimed to understand the opportunities in the school setting to support student skin health and wellbeing through environmental health activities, how these activities were completed, and the barriers to their implementation.
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Down syndrome-associated leukaemias: current evidence and challengesChildren with Down syndrome (DS) are at increased risk of developing haematological malignancies, in particular acute megakaryoblastic leukaemia and acute lymphoblastic leukaemia. The microenvironment established by abnormal haematopoiesis driven by trisomy 21 is compounded by additional genetic and epigenetic changes that can drive leukaemogenesis in patients with DS.
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Antenatal creatine supplementation reduces persistent fetal lung inflammation and oxidative stress in an ovine model of chorioamnionitisChorioamnionitis is a common antecedent of preterm birth and induces inflammation and oxidative stress in the fetal lungs. Reducing inflammation and oxidative stress in the fetal lungs may improve respiratory outcomes in preterm infants. Creatine is an organic acid with known anti-inflammatory and antioxidant properties.
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The sleep and activity database for the early years (SADEY) study: design and methodsCanada, Australia, the World Health Organization and other countries have released 24-hour movement guidelines for the early years which integrate physical activity, sedentary behaviour, and sleep, focusing on supporting children to achieve a healthy 24-hour day. The guideline evidence synthesis, however, highlighted the dearth of high-quality evidence, particularly from large-scale studies.