Fairness analysis of machine learning predictions of aggression in acute psychiatric care [0.03%]
机器学习预测急性精神科护理中攻击行为的公平性分析
Yifan Wang,Laura Sikstrom,Robert Xiao et al.
Yifan Wang et al.
Machine learning (ML) is increasingly being developed to support individualized risk assessment and de-escalation in acute psychiatry. However, ML algorithms have been shown to exhibit unfair behavior based on protected characteristics, suc...
Value-based care for behavioral health: A more measured approach to achieve true value [0.03%]
基于价值的行为健康护理：实现真正价值的更为谨慎的方法
Elizabeth H Connors,Linda Mayes
Elizabeth H Connors
This perspective calls behavioral healthcare leaders and providers to inform the direction and pace of value-based care (VBC). We recommend taking time to refocus on care quality metrics before payment models to engage providers and match c...
A systematic review of higher education-based interventions to support the mental health and wellbeing of neurodivergent students [0.03%]
基于高等教育的支持神经多样性学生的心理健康的干预措施的系统综述
Faith Ross,Eleanor J Dommett,Nicola Byrom
Faith Ross
Increasing numbers of neurodivergent students are engaging in higher education; however, support approaches vary within different institutions. Sometimes there are long waiting lists for specialised support, and most focus on academic adjus...
A systematic exploration of digital biomarkers for the detection of depressive episodes in bipolar disorder [0.03%]
系统的探索数字生物标志物以检测双相情感障碍的抑郁发作
Ramzi Halabi,Benoit H Mulsant,Mirkamal Tolend et al.
Ramzi Halabi et al.
Digital phenotyping promises to transform psychiatry by using multimodal, densely sampled data. However, its potential is hindered by the lack of focus on identifying and validating digital biomarkers that accurately reflect mental states b...
Designing a systemic intervention for student loneliness and social connectedness using a mixed-methods, co-creation approach [0.03%]
运用混合研究和协同创作方法设计针对学生孤独感和社交联系的系统性干预措施
Sophie R Homer,Madison Milne-Ives,Emily Cornford et al.
Sophie R Homer et al.
Loneliness and social (dis)connectedness are significant public health concerns, particularly among university students. Despite calls to reconceptualise loneliness as a systemic issue, interventions typically target individual students. Th...
Tyler J VanderWeele,Byron R Johnson,Matt Bradshaw et al.
Tyler J VanderWeele et al.
Mental health is sometimes understood as merely the absence of mental illness and sometimes more expansively as inclusive of a broader and more complete mental well-being. We present conceptual, empirical, and causal evidence for a distinct...
Joint models targeting U.S. Army soldiers at high-risk of post-separation unemployment, homelessness, and suicide-related behaviors [0.03%]
针对退伍后面临失业、无家可归和自杀相关行为高风险的美国陆军士兵的联合模型
Shelby Borowski,Emily R Edwards,Joseph C Geraci et al.
Shelby Borowski et al.
Transitioning service members (TSMs) leaving military service have high risks of unemployment, homelessness, nonfatal suicide attempt (SA), and suicide death. Data from n = 7188 recently separated TSMs from the U.S. Army were used to update...
Effects of mindfulness-based interventions on perceived stress among non-clinical adults: a systematic review and meta-analysis [0.03%]
正念干预对正常成年人感知压力的影响：系统评价和荟萃分析
Anisha Rajan,Mahendra Kumar,Pranav Raj P
Anisha Rajan
Mindfulness-based interventions (MBIs) are recognised as effective psychosocial strategies for managing stress. We conducted a systematic review and meta-analysis of studies published up to August 2025 across the Web of Science, PubMed, Sco...
Accelerated recovery using magnesium ibogaine: characterizing the subjective experience of its rapid healing from neuropsychiatric disorders [0.03%]
采用镁洛非林加速康复：对其快速治愈神经精神疾病主观体验的特征分析
Clayton Olash,Derrick Matthew Buchanan,Randi Brown et al.
Clayton Olash et al.
Magnesium-ibogaine, a formulation combining ibogaine with pre- and post-treatment magnesium, was recently found to yield rapid clinical improvements in U.S. Special Operations veterans with TBI and PTSD. Yet, its therapeutic phenomenology d...
Associations of heat exposure with mental health and suicide in children and adolescents: a systematic review and meta-analysis [0.03%]
儿童和青少年暴露于高温与心理健康及自杀行为的关联：系统回顾和荟萃分析
Ka Yan Lai,Sarah Bauermeister,Chinmoy Sarkar
Ka Yan Lai
Limited evidence exists on the association between high temperature and mental health in younger age group. We conducted a systematic search on PubMed, Web of Science, CINAHL Plus and PsycInfo and reviewed studies that explore the associati...