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Exploring the Credibility of Large Language Models for Mental Health Support: Protocol for a Scoping Review.
JMIR Res Protoc
January 2025
Data and Web Science Group, School of Business Informatics and Mathematics, University of Manneim, Mannheim, Germany.
Background: The rapid evolution of large language models (LLMs), such as Bidirectional Encoder Representations from Transformers (BERT; Google) and GPT (OpenAI), has introduced significant advancements in natural language processing. These models are increasingly integrated into various applications, including mental health support. However, the credibility of LLMs in providing reliable and explainable mental health information and support remains underexplored.
View Article and Find Full Text PDFStudy of the behaviour of cations in leaching of NCA lithium-ion batteries by electrodialysis.
Environ Technol
January 2025
Department of Chemical Engineering, Polytechnic School, University of Sao Paulo, São Paulo, Brazil.
End-of-life lithium-ion batteries (LIBs) present an opportunity to generate a circular economy through recycling. One of the techniques that can contribute to the purification of leached batteries is electrodialysis. In this work, we present a study of current variation in relation to monovalent (Li), divalent (Ni and Co) and trivalent (Al) cations from the synthetic solution of an NCA-type lithium-ion battery leachate, using electrodialysis membranes (HDX-100 and HDX-200) at three different current densities (12.
View Article and Find Full Text PDFAnalysis of trajectory transection rate on four-lane divided rural highway curves.
Traffic Inj Prev
January 2025
Department of Civil Engineering, Indian Institute of Technology, Indore, India.
Objective: The study aims to develop continuous trajectory profiles along curves with minimal error. It also focuses on formulating a percentage trajectory transection rate model as a function of geometric parameters (e.g.
View Article and Find Full Text PDFProsocial behavior interventions implemented among undergraduate student populations: a scoping review.
J Am Coll Health
January 2025
Department of Psychology, Wilfrid Laurier University, Waterloo, Ontario, Canada.
Introduction: Undergraduate students face a multitude of unique stressors which can affect their mental health and well-being. Finding ways to promote positive mental health among students is critical. Engagement in prosocial behavior is one way to buffer against such negative mental health outcomes.
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