PSG-Pair: A Psychological Snapshot Guided Model for Improved Query-Response Pairing in Psychological Wellness Communities for University Students by Yongsheng Ma, Xianhui Sun, Aiqun Ma

“…Additionally, while the current evaluation metrics adequately reflect the retrieval and pairing capabilities, there is a need for the development of more tailored evaluation systems to assess models within the unique context of psychological wellness support for university students. …”
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Evaluating Generative AI in Mental Health: Systematic Review of Capabilities and Limitations by Liying Wang, Tanmay Bhanushali, Zhuoran Huang, Jingyi Yang, Sukriti Badami, Lisa Hightow-Weidman

“…ObjectivesThis systematic review aims to evaluate the current capabilities of generative artificial intelligence (GenAI) models in the context of mental health applications. …”
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Advances in synthetic microbial ecosystems approach for studying ecological interactions and their influencing factors by Wei Jiang, Sumeng Wang, Fei Gu, Xiaoya Yang, Qingsheng Qi, Quanfeng Liang

“…This review consolidates current knowledge of synthetic microbial ecosystems and factors influencing their ecological dynamics. …”
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Deep reinforcement learning applications and prospects in industrial scenarios by JING TAN, Ligang YANG, Xiaorui LI, Zhaolin YUAN, Yunduan CUI, Chao YAO, Zongjie WANG, Xiaojuan BAN

“…However, with the rapid advancements in Industry 4.0 and smart manufacturing, traditional control methods are increasingly inadequate to address the growing complexity, high dynamics, and real-time demands of modern industrial environments. …”
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Understanding the effectiveness and underlying mechanisms of lifestyle modification interventions in adults with learning disabilities: a mixed-methods systematic review by Dikshyanta Rana, Sophie Westrop, Nishant Jaiswal, Evi Germeni, Arlene McGarty, Louisa Ells, Phillippa Lally, Michael McEwan, Craig Melville, Leanne Harris, Olivia Wu

“…Network meta-analysis (13 RCTs, 690 participants, 8 interventions) showed that the change in weight ranged from a decrease of 3.7 kg to an increase of 700 g when compared to TAU. …”
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Problems in preparation of legally binding documents for oncological and palliative patients and their solutions by P. G. Gabay, B. Sh. Kamolov

“…To consider problems arising when an oncological or palliative patient decides to dispose of their property and to suggest solutions to these problems.Materials and methods. An analysis of the current normative legal acts and legal precedents in the Russian Federation in the context of property disposal by severely ill patients was performed. …”
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Internalized Stigma of Mental Illness and Its Relation with Self- Esteem and Social Support among Psychiatric Patients by Amany A. Mohamed

“… Context: Mentally ill patients challenging dual difficulties that are illness and stigma. …”
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Exploring efficacy of spiritual-based interventions (SBIs) in addressing depressive symptoms among cardiac patients in MENA region: a scoping review by Rizwana Amin

“…The results showed that SBIs are related to a decrease in depression symptomology and enhancement of psychological wellbeing. …”
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Towards a Common Agricultural Data Space in the European Union: A Sustainable Development Perspective by Katarzyna Kosior

“…It was concluded that the achievement of sustainability goals with the help of the planned common data space remains challenging, particularly in the context of rapid, but uneven pace of digital transformation in the agri-food sector in the EU. …”
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PRESERVATION OF THE OLD‐GROWTH RELIC BUSULUK PINE FOREST UNDER THE CONDITIONS OF OIL FIELD DEVELOPMENT by P. V. Velmovsky, A. A. Chibilyov

“…In this territory, former oil and gas fields are currently being prepared for operation and maintenance. …”
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Assessment of soil microbial properties in some regions affected by climate change by Mohammed Khalid Al-Atrash, Fatima Amer Abd Algabar, Lamiaa Saoud Abbod

“…The soil enzymes activity was estimated by fluorescence enzyme assays. The current study showed a significant decrease in the activity of soil microbial communities in this region in response to climate changes that affected physicochemical soil properties. …”
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GBD: incidence rates and prevalence of anxiety disorders, depression and schizophrenia in countries with different SDI levels, 1990–2021 by Jueqi Wang, Xue Guan, Ning Tao

“…Data were categorized into 5-year age groups and 95% uncertainty intervals (UI) were calculated to account for data variability.ResultsIn countries with different SDI levels, the age-standardized average annual percentage change (AAPC) in the incidence of anxiety were all shown to be increasing, and there were large gender differences between the different SDI levels, with a maximum of 0.97 (0.76–1.18) for females in countries with a high SDI level, Age-standardized more rates per 100,000 people in high SDI countries, from 658.87 in 1990 to 841.56 in 2021, and the largest gender differences in countries with a low to moderate SDI level, with AAPCs for males and females of 0.04 (0.04–0.05), 0.86 (0.63–1.09); for depression, only the countries with medium-high SDI levels were statistically significant compared to the countries with medium-low SDI levels, with AAPCs of 0.05 (0.04–0.07), 0.04 (0.04–0.05); for schizophrenia in addition to the AAPCs of the countries with medium-high SDI levels showed an increase of 0.16 (0.13–0.18); the rest decreased.ConclusionThis study highlights the current status of global incidence and prevalence of mental disorders and examines the complex interactions between the period of onset and cohort of onset of mental disorders using APC modeling, with differences in gender differences in mental disorders in countries with different SDIs, and significant differences in countries with low to medium SDI levels, requiring further exploration of the mechanisms by which socio-economic development influences gender-specific mental health. …”
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Japan’s Economy: Reforms and Growth Strategies by Yana Valeryevna Dyomina, Marina Gamilovna Mazitova

“…The growth of domestic demand could not be achieved due to the high savings rate and a two-stage increase in the consumer tax rate. However, the labor market has been expanded by increasing the employment of women and citizens over 65 years old and slightly easing the norms of migration policy. …”
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Giant pandas hold great potential umbrella effectiveness for golden snub‐nosed monkeys under climate change by Jia‐Wen Liu, Yang Yu, Rui‐Feng Wu, Wen‐Bo Li, Cyril C. Grueter, Xue‐Lin Jin, Yang Teng, Ying Shen, Ming Li

“…However, empirical data on their potential effectiveness, particularly in the context of climate change, is limited and inconclusive. …”
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Recent insights in soil nutrient cycling: perspectives from Pinus and Eucalyptus forest studies around the world by Castilho Balbinot L, Marques R, Tonello KC, Pasquetti Berguetti L, Larsen JG

“…This review synthesizes studies focusing on nutrient dynamics in forests of Pinus and Eucalyptus species, highlighting the sensitivity of these systems to current climatic extremes. We emphasize that most research has been conducted predominantly in natural forests and plantations of Pinus (77%), with an increasing trend of studies on Pinus in natural environments and Eucalyptus in planted forests. …”
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Hedgehog Signaling Pathway in Fibrosis and Targeted Therapies by Yuchen Hu, Linrui Peng, Xinyu Zhuo, Chan Yang, Yuwei Zhang

“…We thus highlight the context dependence of Hh signaling, as well as discuss the current status and the challenges of Hh-targeted therapies for fibrosis.…”
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Gut Microbiota in Rheumatic Diseases Pathogenic Role and Therapeutic Potential by Bartłomiej Kusy, Maciej Dudziński, Martyna Różańska, Michał Robak, Agnieszka Bajkacz, Marcin Płonka, Mateusz Michalak

“… The gut microbiota plays a crucial role in maintaining the body's homeostasis, and its imbalance—referred to as dysbiosis—is increasingly associated with the pathogenesis of autoimmune diseases, including rheumatic disorders. …”
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First Observations of a Deep‐Water Seagrass Meadow (Thalassodendron ciliatum) on an Oceanic Reef in the Southern Coral Sea Marine Park, Australia by G. F. Galbraith, B. J. Cresswell, M. Russell, A. S. Hoey

“…We discuss the significance of this newly discovered meadow within the context of current reef health monitoring of the CSMP, reef fish biodiversity and the ecological value of deep‐water seagrass habitats for offshore coral reef systems like the Coral Sea.…”
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Prevalence and coexistence of malnutrition, sarcopenia, frailty and sarcopenic obesity among older adults in the community: Results from a prospective cohort study by Zhishan Jiang, Adrian Slee, Christine Elizabeth Weekes

“…Subjects with coexistence of MSFSO also had poorer perceived QOL (EQ-5D Visual Analogue Scale: none vs. ≥2 conditions = 85 scores vs. 56 scores, P < 0.001) and generally more contacts with HSCPs. Conclusion: Coexistence of MSFSO was associated with a greater risk of mortality, a poorer perceived QOL and an increased contact with health and social care services. …”
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Dynamic Scene Segmentation and Sentiment Analysis for Danmaku by Limin Li, Jie Jing, Peng Shi

“…Danmaku analysis is important for understanding video content and user interactions. However, current methods often look at separate comments and do not see the complex links between Danmaku and the video’s context. …”
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