Evaluation of Large Language Models in Infectious Disease Decision-Making: From Examination to Clinical Practice. [PDF]
Wu D, Chen K, Wu X, Jin J, Xu F.
europepmc +1 more source
ABSTRACT Australian local governments are facing intensifying pressures to respond to worsening visible homelessness. This paper presents one of the first national studies on how local governments are responding to these pressures, and the first since the onset of the post‐pandemic housing crisis.
Andrew Clarke +3 more
wiley +1 more source
When collaboration fails: persuasion driven adversarial influence in multi agent large language model debate. [PDF]
Kraidia I +4 more
europepmc +1 more source
ABSTRACT In Australia, governments fund Community Legal Centres (CLCs) as part of the legal assistance sector (LAS) to meet the ‘legal needs’ of people experiencing disadvantage who cannot afford private legal services. Persistent unmet demand for CLCs is well‐documented. As artificial intelligence (AI) is increasingly used in private legal practice to
Catherine Hastings +2 more
wiley +1 more source
Navigating the ethical landscape of scholarly publishing: a comparative evaluation of Gemini and DeepSeek LLMs in addressing authorship and contributorship disputes. [PDF]
Sridharan K, Sivaramakrishnan G.
europepmc +1 more source
ABSTRACT The rapid increase in older people in prison populations worldwide is generating significant health, cost, and human rights pressures on custodial systems. Compassionate release for older, frail inmates is a potentially effective response, yet little is known about public support for this approach.
Ye In (Jane) Hwang +3 more
wiley +1 more source
Artificial Intelligence Centrality in Psychotic Delusions and Violence Risk in Forensic Psychiatry: Retrospective Observational Study of Judicial Decisions. [PDF]
Hudon A, Pagé C.
europepmc +1 more source
ABSTRACT Indigenous wellbeing theories offer potential to better measure social and cultural determinants. This scoping review aimed to identify the types of metrics used by the Australian government to assess wellbeing and evaluate the alignment of current frameworks against Indigenous and non‐Indigenous conceptualisations of wellbeing.
Sophie Wright‐Pedersen +5 more
wiley +1 more source
Bridging the Gap in Chinese Legal Conflict Review: A Dataset, Benchmark Tasks, and Framework. [PDF]
Zhao S +9 more
europepmc +1 more source
Quantifying the Sites of Government, Commercial, and Personal Systems‐Perpetrated Financial Abuse
ABSTRACT This study explores the institutional systems through which post‐separation financial abuse is perpetrated. While existing measures seek to quantify the harms experienced by women post‐separation, this study draws on financial, welfare and legal service casefiles to identify where such harms occur. Drawing on 76 de‐identified Victorian service
Kay Cook +3 more
wiley +1 more source

