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Machine learning techniques to predict diabetic ketoacidosis and HbA1c above 7% among individuals with type 1 diabetes — A large multi-centre study in Australia and New ZealandType 1 diabetes and diabetic ketoacidosis (DKA) have a significant impact on individuals and society across a wide spectrum. Our objective was to utilize machine learning techniques to predict DKA and HbA1c>7 %.
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Cause-Specific Secular Trends and Prevention Measures of Post-Neonatally Acquired Cerebral Palsy in Victoria and Western Australia 1975–2014: A Population-Based Observational StudyTo describe the timing and causes of post-neonatally acquired cerebral palsy (PNN-CP) and map the implementation of relevant preventive strategies against cause-specific temporal trends in prevalence.
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Invasive Fungal Disease in Immunocompromised Children: Current and Emerging TherapiesIn an era of expanding indications for iatrogenic immunosuppression, invasive fungal disease (IFD) remains a significant challenge in immunocompromised children, with case fatality rates ranging from 10 to 70%. Understanding of current recommendations and recent evidence is essential to guide optimal IFD management.
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Haemophilus influenzae remains the predominant otitis media pathogen in Australian children undergoing ventilation tube insertion in the PCV13 eraUnderstanding patterns of bacterial carriage and otitis media (OM) microbiology is crucial for assessing vaccine impact and informing policy. The microbiology of OM can vary with geography, time, and interventions like pneumococcal conjugate vaccines (PCVs). We evaluated the microbiology of nasopharyngeal and middle ear effusions in children living in Western Australia, 11 years following the introduction of PCV13.
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Iron Deficiency in Young Australian Children: A Hidden Health Crisis Demanding Urgent ActionDesiree Silva MBBS, FRACP, MPH, PhD Co-Director, ORIGINS desiree.silva@thekids.org.au Co-Head, The ORIGINS Project Professor Desiree Silva is
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Comparing videolaryngoscopy and flexible bronchoscopy to rescue failed direct laryngoscopy in children: a propensity score matched analysis of the Pediatric Difficult Intubation RegistryFlexible bronchoscopy is the gold standard for difficult airway management. Clinicians are using videolaryngoscopy increasingly because it is perceived to be easier to use with high success rates. We conducted this study to compare the success rates of the two techniques when used after failed direct laryngoscopy in children with difficult tracheal intubations.
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Oscillometry: clinical significance and applicationsRespiratory oscillometry (or the forced oscillation technique) is a highly practical lung function test that can be applied in a wide range of clinical scenarios in children and adults, including the clinic, intensive care unit, patient home monitoring and emergency departments. Oscillometry measurements complement spirometry in detecting abnormal lung function, measuring effects of treatment such as inhaled corticosteroids or bronchodilators, and changes due to disease activity.
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Predicting NSSI among trans young people: the role of transphobic experiences, body image, and gender dysphoriaNon-suicidal self-injury (NSSI) is particularly common among trans young people. NSSI is most commonly used as an emotion regulation strategy, which may explain the high prevalence of the behavior among trans young people, who often experience unique stressors. In the current study we test an application of the Pantheoretical Framework of Dehumanization, in which transphobic experiences, body surveillance, body dissatisfaction, and gender dysphoria are all theorized to predict NSSI.
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How immunity shapes the long-term dynamics of influenza H3N2Since its emergence in 1968, influenza A H3N2 has caused yearly epidemics in temperate regions. While infection confers immunity against antigenically similar strains, new antigenically distinct strains that evade existing immunity regularly emerge ('antigenic drift'). Immunity at the individual level is complex, depending on an individual's lifetime infection history.
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ESM-Q: A consensus-based quality assessment tool for experience sampling method itemsThe experience sampling method (ESM) is increasingly used by researchers from various disciplines to answer novel questions about individuals’ daily lives. Measurement best practices have long been overlooked in ESM research, and recent reviews show that item quality is often not reported in ESM studies. The absence of information about item quality may be partly explained by the lack of consensus on how ESM item quality should be evaluated.