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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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A Multisource Process Evaluation of a Community-Based Healthy Lifestyle Programme for Child and Adolescent Obesity †Whānau Pakari is a healthy lifestyle assessment and intervention programme for children and adolescents with obesity in Taranaki (Aotearoa/New Zealand), which, in this region, replaced the nationally funded Green Prescription Active Families (GRxAF) programme.
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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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A multicentre, retrospective audit of fosfomycin use for urinary tract infections in Australian children and adolescentsUrinary tract infections (UTIs) due to MDR organisms are increasingly common. The lack of paediatric data on efficacious antibiotics makes UTI treatment particularly challenging. Data on the efficacy of fosfomycin use for UTI in children are variable.
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Commentary: A spectrum for all? A response to Green et al. (2023), neurodiversity, autism and health careThe broadening of the clinical definition of autism over time-the so-called, autism spectrum-has run in parallel with the growth of a neurodiversity movement that has reframed the concept of autism entirely. Without a coherent and evidence-based framework through which both of these advances can be situated, the field is at risk of losing definition altogether.
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Beta Agonists for Prevention of Respiratory Adverse Events in Children Undergoing Adenotonsillectomy: Long-Acting, Short Acting, or Not ActingAdenotonsillectomy is one of the most common surgical interventions in children, and while generally safe, it is associated with a risk of significant adverse events. In this issue, Kim et al report a prospective randomized controlled study comparing preoperative use of a tulobuterol (longacting beta agonist) dermal patch with placebo on the incidence of perioperative respiratory adverse events (PRAEs) in children undergoing adenotonsillectomy.
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Understanding the implementation of health checks in the prevention and early detection of chronic diseases among Aboriginal and Torres Strait Islander people in Australia: a realist review protocolChronic disease remains the leading cause of morbidity and mortality among Aboriginal and Torres Strait Islander peoples in Australia. Regular structured, comprehensive health assessments are available to Aboriginal and Torres Strait Islander people as annual health checks funded through the Medicare Benefits Schedule.
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Cardiometabolic disease risk markers are increased following burn injury in childrenBurn injury in children causes prolonged systemic effects on physiology and metabolism leading to increased morbidity and mortality, yet much remains undefined regarding the metabolic trajectory towards specific health outcomes.