J Elder Abuse Negl 2021 Aug-Oct;33(4):270-287. Epub 2021 Jul 18.
National Ageing Research Institute, School of Population and Global Health, The University of Melbourne, School of Nursing and Midwifery, Deakin University, Melbourne, Australia.
PLoS One 2021 21;16(9):e0257230. Epub 2021 Sep 21.
College of Mechanical and Vehicle Engineering, Taiyuan University of Technology, Taiyuan, China.
Named entity recognition (NER) is one fundamental task in the natural language processing (NLP) community. Supervised neural network models based on contextualized word representations can achieve highly-competitive performance, which requires a large-scale manually-annotated corpus for training. While for the resource-scarce languages, the construction of such as corpus is always expensive and time-consuming. Read More
Clin Child Psychol Psychiatry 2021 Sep 21:13591045211026048. Epub 2021 Sep 21.
Division of Health Sciences, Mental Health and Wellbeing, Warwick Medical School, Coventry, UK.
Background: Young people in secure services present with multiple vulnerabilities; therefore, transition periods are especially challenging for this group. In this study, we followed up young people discharged from adolescent medium secure services to adult and community settings with the aim to explore transition experiences and outcomes.Methods: Participants were recruited from 15 child and adult mental health services in England. Read More
Adv Health Sci Educ Theory Pract 2021 Sep 20. Epub 2021 Sep 20.
College of Nursing and Health Sciences, Flinders University, Adelaide, SA, 5006, Australia.
The work-readiness skills and attributes that facilitate healthcare graduates to succeed in their new workplaces are not well defined. In particular, the perspectives of supervisors of graduates in the diverse hospital and community settings of healthcare practice are not well represented in research about work-readiness. Interview data from a case study of twenty-nine supervisors of speech-language pathology graduates was thematically analysed, using Boundary Critique Theory to interpret how the supervisors' understanding of graduate work-readiness was bounded within their understanding of their own system, needs and work environment. Read More
medRxiv 2021 Sep 15. Epub 2021 Sep 15.
The dominance of the COVID-19 Delta variant has renewed questions about the impact of K12 school policies, including the role of masks, on disease burden. A recent study showed masks and testing could reduce infections in students, but failed to address the impact on the community, while another showed masking is critical to slow disease spread in communities, but did not consider school openings under Delta. We project the impact of school-masking on the community, which can inform policy decisions, and support healthcare system planning. Read More
Lancet Reg Health West Pac 2021 Sep 23;14:100222. Epub 2021 Jul 23.
Eastern Health Clinical School and Monash Addiction Research Centre, Monash University, Box Hill, Australia.
Background: In response to COVID-19, government-mandated health directives including widespread lockdowns were implemented. Changes in alcohol purchasing were reported, with growing concern that alcohol may be consumed as a way to cope with pandemic-associated stressors. Hitherto, there have been limited studies examining alcohol-related harms, including acute harms requiring an ambulance, and their relationship to government announcements or policies related to COVID-19. Read More