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Extreme Synergy in the Random-Energy Model.
Phys Rev Lett
December 2024
Initiative for the Theoretical Sciences and CUNY-Princeton Center for the Physics of Biological Function, The Graduate Center, CUNY, New York, New York 10016, USA.
The random-energy model (REM), a solvable spin-glass model, has impacted an incredibly diverse set of problems, from protein folding to combinatorial optimization, to many-body localization. Here, we explore a new connection to secret sharing. We derive an analytic expression for the mutual information between any two disjoint thermodynamic subsystems of the REM.
View Article and Find Full Text PDFDevelopment and Evaluation of a Mental Health Chatbot Using ChatGPT 4.0: Mixed Methods User Experience Study With Korean Users.
JMIR Med Inform
January 2025
Sungkyunkwan University, Seoul, Republic of Korea.
Background: Mental health chatbots have emerged as a promising tool for providing accessible and convenient support to individuals in need. Building on our previous research on digital interventions for loneliness and depression among Korean college students, this study addresses the limitations identified and explores more advanced artificial intelligence-driven solutions.
Objective: This study aimed to develop and evaluate the performance of HoMemeTown Dr.
In this paper, we reflect on factors that seem to have influenced the accessibility of medical assistance in dying (MAID) in the Canadian context. Since legalization in 2016, the uptake of MAID has increased rapidly to equal or exceed rates in other countries. In that MAID implementation involves numerous ethical/moral complexities, we consider four factors that appear to have influenced this growth.
View Article and Find Full Text PDFLessons learned from cross-sectoral collaboration to protect migrant farmworkers during COVID-19 in Spain.
PLoS One
January 2025
Department and Faculty of Nursing and Physiotherapy, University of Lleida, Lleida, Spain.
In Spain, the agricultural sector relies heavily on migrant workers, especially during seasonal seasons. However, these workers face significant challenges related to precarious working conditions and structural vulnerability, which have become more acute since the outbreak of the COVID-19 pandemic. This descriptive qualitative study was based on 87 personal interviews with health and social professionals from sectors such as NGOs, social services, trade unions, local institutions, and health services to promote compliance with these measures in four Spanish regions.
View Article and Find Full Text PDFBeing "resilient" and achieving "resilience": From governmental discourses to the national research agenda in the contexts of food insecurity and cost of living.
PLoS One
January 2025
School of Primary Care, Population Sciences and Medical Education, Faculty of Medicine, University of Southampton, Southampton, United Kingdom.
The concept of 'resilience' is pervasive, permeating academic disciplines and political discourses. This paper considers (i) the construal of 'resilience' in the contexts of food insecurity and cost-of-living in governmental discourses in the United Kingdom (UK); (ii) to what extent the political representations are reflected in research funding calls of UK national funding bodies, thus showing possibility of shaping research agendas; and (iii) to what extent official uses of 'resilience' reflect lay understandings. We are combining a corpus-based discourse analysis of UK governmental discourses and research funding calls with a study of focus group discussions.
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