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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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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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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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Treatment for Childhood and Adolescent Dissociation: A Systematic ReviewDissociative symptoms are linked to experiences of trauma, often originating in childhood and adolescence. Dissociative disorders are associated with a high burden of illness and a poor quality of life. Despite evidence suggesting that early intervention can improve outcomes, little research exists on the treatment of dissociative disorders in childhood and adolescence.
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Cough in Children and Adults: Diagnosis, Assessment and Management (CICADA). Summary of an updated position statement on chronic cough in AustraliaCough is the most common symptom leading to medical consultation. Chronic cough results in significant health care costs, impairs quality of life, and may indicate the presence of a serious underlying condition. Here, we present a summary of an updated position statement on cough management in the clinical consultation.
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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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Presence of onco-fetal neighborhoods in hepatocellular carcinoma is associated with relapse and response to immunotherapyOnco-fetal reprogramming of the tumor ecosystem induces fetal developmental signatures in the tumor microenvironment, leading to immunosuppressive features. Here, we employed single-cell RNA sequencing, spatial transcriptomics and bulk RNA sequencing to delineate specific cell subsets involved in hepatocellular carcinoma relapse and response to immunotherapy.
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Outcomes following intensive day rehabilitation for young people in Western AustraliaIntensive rehabilitation aims to improve and maintain functioning in young people who experience disability due to illness or injury. Day rehabilitation may have advantages for families and healthcare systems over inpatient models of rehabilitation.
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Impaired interferon response in plasmacytoid dendritic cells from children with persistent wheezeImpaired interferon response and allergic sensitization may contribute to virus-induced wheeze and asthma development in young children. Plasmacytoid dendritic cells play a key role in antiviral immunity as critical producers of type I interferons.
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Study Protocol for a Stepped-Wedge Cluster (Nested) Randomized Controlled Trial of Antenatal Colostrum Expression (ACE) Instruction in First-Time Mothers: The ACE StudyAlthough many mothers initiate breastfeeding, supplementation with human-milk substitutes (formula) during the birth hospitalization is common and has been associated with early breastfeeding cessation. Colostrum hand expressed in the last few weeks before birth, known as antenatal colostrum expression (ACE), can be used instead of human-milk substitutes. However, evidence is lacking on the efficacy of ACE on breastfeeding outcomes and in non-diabetic mothers.