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Research

Human Phenotype Ontology based phenotype concept recognition (CR) underpins a faster and more effective mechanism to create patient phenotype profiles or to document novel phenotype-centred knowledge statements. While the increasing adoption of large language models (LLMs) for natural language understanding has led to several LLM-based solutions, we argue that their intrinsic resource-intensive nature is not suitable for realistic management of the phenotype CR lifecycle.

Research

From 1 January 2020 to 31 December 2021, thirty-eight institutions across Australia submitted data to the Australian Group on Antimicrobial Resistance (AGAR) from patients aged < 18 years (AGAR-Kids). Over the two years, 1,679 isolates were reported from 1,611 patients. This AGAR-Kids report aims to describe the population of children and adolescents with bacteraemia reported to AGAR and the proportion of resistant isolates.  

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Gram-negative bloodstream infections are associated with significant morbidity and mortality in children. Increasing antimicrobial resistance (AMR) is reported globally, yet efforts to track pediatric AMR at a national level over time are lacking.  

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LGBTQA+ young people experience suicidal thoughts and behaviors at a much greater rate than their heterosexual and cisgender peers. This study explored firsthand accounts of the coping strategies employed by LGBTQA+ young people when experiencing suicidal thoughts and behaviors.

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As herpes simplex virus in infancy is not a mandatory notifiable condition in Australia, completeness of ascertainment by the Australian Paediatric Surveillance Unit (APSU) has been difficult to evaluate to date. We evaluated case capture in Queensland and Western Australia using statewide laboratory and clinical data and complementary surveillance data collected via the APSU.

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Bacille Calmette-Guérin (BCG) vaccine has immunomodulatory effects that may provide protection against unrelated infectious diseases. We aimed to determine whether BCG vaccination protects adults against COVID-19. 

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Pediatric gender clinics and researchers commonly use scales to measure different dimensions of gender (e.g. identity, dysphoria, satisfaction). There has been little investigation into the relevance and consumer acceptability of these scales within contemporary understandings and experiences of gender. 

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In Western Australia (WA), children aged 24 months living regionally or remotely (non-urban) have suboptimal vaccine uptake. As there has not yet been a systematic approach to understanding the facilitators and barriers to childhood vaccination in regional and remote WA, this study aimed to understand the views of key immunisation stakeholders regarding barriers and solutions.

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The evidence about the acceptability and effectiveness of innovative paediatric models of care for Type 1 diabetes is limited. To address this gap, we synthesised literature on implemented models of care, model components, outcomes, and determinants of implementation and sustainability.

Research

This article explores how relational approaches to policymaking across multiple levels and sectors of society might enable transformative climate justice. It draws on a unique case study from the state of Western Australia, where climate justice is thwarted by the coloniality of climate politics and the hegemony of the fossil fuel industry.