Predicting the risk of depression in older adults with disability using machine learning: an analysis based on CHARLS data by Tongtong Jin, Ayitijiang· Halili

“…SHAP interpretability analysis revealed that sleep time (mean SHAP value = 0.344) in the health behavior domain and life satisfaction (0.339) and episodic memory (0.220) in the subjective perception domain contributed more significantly to prediction than traditional biomedical indicators.ConclusionThis study developed an AI-based tool for depression risk assessment in older adults with disability through a multi-stage feature selection process and a temporal external validation framework. …”
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Pharmacological Strategies for Providing Patients With Delirium Relief From Terminal Dyspnea: A Secondary Data Analysis by Takaaki Hasegawa, Masanori Mori, Takashi Yamaguchi, Kengo Imai, Yoshinobu Matsuda, Isseki Maeda, Yutaka Hatano, Naosuke Yokomichi, Jun Hamano, Tatsuya Morita, East Asian Collaborative Cross‐Cultural Study to Elucidate the Dying Process (EASED) investigators

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Analisis Sistem Pemilihan dan Daur Ulang Sampah Rumah Tangga di Daerah Perkotaan Menggunakan Pendekatan Life Cycle Assessment (LCA) by Yosef Adicita, Anshah Silmi Afifah

“…This study aims to determine the potential environmental impact by comparing four recycling scenarios related to the waste separation process using a life cycle assessment (LCA). This study was divided into five steps first collected secondary data, determined waste separated and recycling scenario, data analyzed using IPCC, conclusion and recommendation. …”
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Gamma-ray bursts and optical brightness: insights from Swift satellite by Istvan I. Racz, Yasmin Nehme, Lajos G. Balazs

“…However, after analysing more than 200 data points, we no longer see this association. This disagreement shows that the previously reported impact may not be as significant as previously derived, needing more research to better understand the underlying processes that determine the optical brightness in connection to gamma-ray properties. …”
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A bioinformatics exploration of lung adenocarcinoma identifies hub genes with prognostic significance: from data to discovery by Kunal Maheshwari, Abhilasha Sharma, Mohammad Kaif A. Mansuri, Bhadrawati Prajapati, Bhavarth Dave, Priyajeet S. Parekh, Mehul R. Chorawala

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Health Status Evaluation of Urban Rail Transit Traction Transformers Based on Analytic Hierarchy Process and Entropy Weight Method by ZHANG Mingrui, DUAN Hongwei, XU jie, XU Weijia

“…［Method］ A health status evaluation model for urban rail transit traction transformer is established based on AHP (analytic hierarchy process) and EWM (entropy weight method). The hierarchical structure for evaluating the health status of the traction transformer is constructed based on the operation indicator data of the traction transformer. …”
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Context-dependent similarity analysis of analogue series for structure–activity relationship transfer based on a concept from natural language processing by Atsushi Yoshimori, Jürgen Bajorath

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Eighty-five percent of menu items from the six highest selling fast-food restaurants in the USA are ultra-processed by Anthony J Basile, Nereus K Noshirwani, Karen L Sweazea

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Acute kidney injury electronic alerts: mixed methods Normalisation Process Theory evaluation of their implementation into secondary care in England by Gregory Maniatopoulos, Tracy Finch, Jason Scott, Mark Bevan, Chris Gibbins, Bryan Yates, Narayanan Kilimangalam, Neil Sheerin, Nigel Suren Kanagasundaram

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DYNAMICS OF NUMBER, COMPOSITION AND STRUCTURE OF THE CABARDINO-BALKARIA ORGANIZATION OF THE CPSU AS THE REFLECTION OF ALL CRISIS PROCESSES IN SOCIETY IN 1985-1991 by N. Shaozheva

“…The relevance of the study is conditioned by the need to study these crisis processes within the Kabardino-Balkaria organization of the CPSU, which reflected, on the one hand, the decline of its political, ideological and organizational role in the life of the republic, degree of political adaptation to the new socio-political reality formed by the Central Committee of the Communist Party of the Soviet Union, and, on the other hand, allow to reconstruct the events of the collapse of the regional political system. …”
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Mediator Role of Quality Work Life in Relationship Between Perception of Job Embeddedness and Intention to Leave Work in Nurses: A Cross-Sectional Study by Hanife Tiryaki Şen, Ece Uysal Kasap, Fatma Demirkaya

“…IBM SPSS 28.0 Hayes' PROCESS macro was used for data analysis.Findings: “Quality of work life” among nurses mediates the effect of the perception of “job embeddedness” on “intention to leave”. …”
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Antioxidant Effect of a Plant-Derived Extracellular Vesicles’ Mix on Human Skin Fibroblasts: Induction of a Reparative Process by Rossella Di Raimo, Davide Mizzoni, Antonella Aloi, Giulia Pietrangelo, Vincenza Dolo, Giuseppina Poppa, Stefano Fais, Mariantonia Logozzi

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The effectiveness of the educational package of happiness skills based on Islamic approach and comparison with Fordyce's happiness package on happiness, life satisfaction and anger... by Tayebe Vahdani Khorram, Fatemeh Fayyaz, j avad Eynypour

“…The participants in the experimental group were trained in happiness skills using the Islamic approach in 9 sessions of 90 minutes, and the control group had 8 sessions of 90 minutes. To collect the data, the Fordyce-Isfahan Happiness Questionnaires, Life Satisfaction and Anger Questionnaire were used. …”
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The impact of pain on depression among middle-aged and older adult individuals in China: the chain mediation effect of self-rated health and life satisfaction by Juju Huang, Yifan Gui, Keke Wang

“…BackgroundThis research seeks to explore the association between pain and depression in middle-aged and older adult populations, with a particular focus on the mediating roles of self-rated health and life satisfaction within this framework.MethodsThe study employed data from the 2020 China Health and Retirement Longitudinal Study. …”
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Exploring the quality of end-of-life care in the intensive care unit: a qualitative multiple case study approach with family members of Muslim patients by Robert Fowler, Craig Dale, Ayah Nayfeh, Lesley Gotlib Conn

“…These insights can inform clinical processes and interventions to improve the quality of care and reduce psychological and emotional burden at the end of life.…”
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Comparative Life Cycle Assessment of Perovskite Solar Cell Production: Mesoporous n‐i‐p Versus Inverted p‐i‐n Architectures by Joana Príncipe, Luísa Andrade, Teresa M. Mata, António A. Martins

“…The functional unit (FU) is a PSC with an active area of 2.88 cm2. The life cycle inventory uses primary production data complemented with literature, the EcoInvent v3.9.1 database, and process modeling. …”
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Mediating Effect of Social Capital on the Association Between Digital Literacy and Life Satisfaction Among Older Adults in South Korea: Cross-Sectional Study by Hyein Jung, Hocheol Lee, Eun Woo Nam

“…ObjectiveTo analyze the effect of digital literacy on the life satisfaction of older adults in South Korea and to verify whether social capital acts as a mediating factor in this process. …”
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Perceived Stigma and Quality of Life in Binary and Nonbinary/Queer Transgender Individuals in Italy: The Mediating Roles of Patient–Provider Relationship Quality and Barriers to Ca... by Selene Mezzalira, Gianluca Cruciani, Maria Quintigliano, Vincenzo Bochicchio, Nicola Carone, Cristiano Scandurra

“…Data were collected from 132 TNBQ participants aged 18–60 years (<i>M</i> = 28.52, <i>SD</i> = 8.57) through an online survey assessing perceived stigma, patient–provider relationship quality, perceived barriers to care, and quality of life. …”
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A Rhetorical Analysis of the Covid-19 Pandemic Process: Turkish Minister of Health Dr. Fahrettin Koca’s Press Briefings by Sema Çağlayan

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Patient priorities and decision-making process when choosing between colonic investigation alternatives: a qualitative interview study by Shaun Treweek, Philip Wilson, Campbell MacLeod, Angus James Mackintosh Watson, Samantha Robinson

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