Cholinesterase Enzyme Association with Quality of Life Among Farmers in Khong Chai District, Kalasin Province, Thailand by Supasin Deeraksa, Mayuree Suwunnakhot, Khanittha Madngammuang

“…Data were analyzed using descriptive and inferential statistics. Multiple linear regression was utilized to identify factors associated with WHOQOL-BREF-THAI scores, presenting adjusted mean differences, 95% confidence intervals (95% CI), and p-values. …”
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Sleep quality and the biological stress system during an internet-based intervention for major depressive disorder by Sebastian Laufer, Johannes Bohn, Sinha Engel, Hannah Klusmann, Nadine Skoluda, Urs M. Nater, Christine Knaevelsrud, Sarah Schumacher

“…Hypotheses 1 and 2a were tested using random intercept hierarchical linear models, Hypothesis 2b was tested using linear regressions with age, biological sex, BMI and medication use on the day of sampling as covariates. …”
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Determinants of carotid intima-media thickness in patients with asymptomatic unstable plaques: a population-based cross-sectional study in rural China by Ping Tang, Yuting Lu, Huihui Xue, Juan Hao, Haotian Wen, Jun Tu, Jun Tu, Jun Tu, Jun Tu, Ran Chen, Juan Li, Jinghua Wang, Jinghua Wang, Jinghua Wang, Jinghua Wang, Xianjia Ning, Xianjia Ning, Xianjia Ning, Xianjia Ning, Chunsheng Yang, Yan Li, Lifeng Wang

“…Multivariate linear regression analysis confirmed that age (β = 0.247, P < 0.001), diabetes mellitus (β = 0.070, P = 0.046), and creatinine (β = 0.075, P = 0.036) were significant predictors of IMT in the overall population. …”
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Difficult-to-treat rheumatoid arthritis: predictors and prevention possibilities (analysis of the Moscow unified register of arthritis data) by E. V. Zhilyaev, G. V. Lukina, E. N. Koltsova, E. I. Schmidt, K. A. Lytkina, I. V. Pozharov

“…Data describing preceding treatment were analyzed within the framework of a multifactorial linear logistic model with included selected independent predictors of achieving difficult-to-treat state (resistance to treatment).   …”
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Evaluation of Different Machine Learning Approaches to Predict Antigenic Distance Among Newcastle Disease Virus (NDV) Strains by Giovanni Franzo, Alice Fusaro, Chantal J. Snoeck, Aleksandar Dodovski, Steven Van Borm, Mieke Steensels, Vasiliki Christodoulou, Iuliana Onita, Raluca Burlacu, Azucena Sánchez Sánchez, Ilya A. Chvala, Mia Kim Torchetti, Ismaila Shittu, Mayowa Olabode, Ambra Pastori, Alessia Schivo, Angela Salomoni, Silvia Maniero, Ilaria Zambon, Francesco Bonfante, Isabella Monne, Mattia Cecchinato, Alessio Bortolami

“…Among the models evaluated, the random forest (RF) approach outperformed traditional linear models, achieving a predictive accuracy with an R² value of 0.723 compared to only 0.051 for linear models based on genetic distance alone. …”
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Persistent Low Anti-HIV Neutralizing Antibody Titers in HIV/HCV Coinfection Despite HCV Cure: A 5-Year Longitudinal Analysis by Daniel Sepúlveda-Crespo, Víctor Sánchez-Merino, Rafael Amigot-Sánchez, Almudena Rubio-Pérez, Cristina Díez, Víctor Hontañón, Juan Berenguer, Juan González-García, Felipe García, Isidoro Martínez, Eloísa Yuste, Salvador Resino

“…Anti-HIV-nAb titers were evaluated by HIV neutralization assays using a panel of six recombinant HIV viruses representing multiple genetic subtypes. Generalized Linear Mixed Models and Generalized Linear Models were used for statistical analysis. …”
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Association between anion gap and postoperative delirium in patients undergoing open heart surgery by Jun Wang, Hui Zhong, Lu Chen, Hong-Chun Ding, Zhong-Jie Lu, Bin-Su Wang, Shun-Bi Liu, Jing Luo, Li-Wen Hou, Li-Wen Hou, Yuan-Zhang Liu, Sheng Ding, Feng Gao, Li Jiang

“…The RCSRM revealed a non-linear relationship between AG and POD (P-overall <0.001, P for non-linear = 0.042). …”
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Evapotranspiration stress intensifies with enhanced sensitivity to soil moisture deficits in a rapidly greening China by Y. Liu, Y. Wang, Y. Wang, Y. Zhao, Y. Zhao, S. Chen, L. Wang, L. Wang, W. Yang, X. Li, X. Li, H. Lei, H. Chang, J. Zhai, J. Zhai, Y. Zhu, Y. Zhu, Q. Wang, Q. Wang, T. Ye

“…Here, we employ the Evapotranspiration Stress Index (ESI) to represent the equilibrium of the nexus and develop a memory dynamic linear model based on Bayesian forward filtering. …”
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Fetal birthweight and maternal urinary incontinence in Chinese primiparas: a population-based study by Yanrong Du, Peicheng Wang, Yanhua Chen, Qing Liu, Luwen Wang, Hangmei Jin, Liyan Gong, Jingyan Xie, Ting Lai, Aiyang Li, Lubin Liu, Lifei Zhou, Yanqiu Luan, Lin Wang, Xiaoli Li, Xiping Luo, Yingjie Fu, Jumin Niu, Wen Zhao, Qiming Liu, Renfeng Zhao, Haiyu Pang, Jiming Zhu, Lan Zhu

“…RCS regression highlighted non-linear associations between birthweight and the risk of any type of UI, urgency UI (UUI), and mixed UI (MUI), with a significant turning point at 3.9 kg for overall UI risk. …”
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Virtual reality navigation for the early detection of Alzheimer’s disease by Sayuri Shima, Reiko Ohdake, Yasuaki Mizutani, Harutsugu Tatebe, Riki Koike, Atsushi Kasai, Epifanio Bagarinao, Epifanio Bagarinao, Kazuya Kawabata, Kazuya Kawabata, Akihiro Ueda, Mizuki Ito, Junichi Hata, Shinsuke Ishigaki, Junichiro Yoshimoto, Hiroshi Toyama, Takahiko Tokuda, Akihiko Takashima, Hirohisa Watanabe, Hirohisa Watanabe

“…Covariance of PI and AD biomarkers was assessed statistically, including tests for multivariate linear regression, logistic regression, and predictor importance ranking using machine learning, to identify predictive relationships for PI errors.ResultsWe found significant positive correlations between PI errors with age and plasma GFAP, p-tau181, and NfL levels. …”
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Solid waste management service chain and sanitation safety: a case study of existing practice in Addis Ababa, Ethiopia by Shegaw Fentaye Sisay, Sirak Robele Gari, Sirak Robele Gari, Argaw Ambelu

“…The study employed descriptive statistics, factor analysis and multiple linear logistic regression to analyze the data.ResultsThe findings of the study revealed significant variations in sanitation safety practices and risks among households during solid waste management. …”
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Lines in the landscape by Chelsea Clifford, Magdalena Bieroza, Stewart J. Clarke, Amy Pickard, Michael J. Stratigos, Matthew J. Hill, Nejem Raheem, Corianne Tatariw, Paul J. Wood, Ivan Arismendi, Joachim Audet, Daniel Aviles, Jordanna N. Bergman, Anthony G. Brown, Rachel Eleanor Burns, John Connolly, Sarah Cook, Julie Crabot, Wyatt F. Cross, Joshua F. Dean, Chris D. Evans, Owen Fenton, Laurie Friday, Kieran J. Gething, Guillermo Giannico, Wahaj Habib, Eliza Maher Hasselquist, Nathaniel M. Heili, Judith van der Knaap, Sarian Kosten, Alan Law, Gea H. van der Lee, Kate L. Mathers, John E. Morgan, Hamidreza Rahimi, Carl D. Sayer, Mans Schepers, Rosalind F. Shaw, Peter C. Smiley, Shannon L. Speir, Jeffrey S. Strock, Quinten Struik, Jennifer L. Tank, Hao Wang, Jackie R. Webb, Alex J. Webster, Zhifeng Yan, Peta Zivec, Mike Peacock

“…Now, ditches and other linear channels, typically carrying water, are numerous and found on every continent. …”
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Association between Prognostic Nutritional Index and Contrast-Associated Acute Kidney Injury in Patients Complicated with Chronic Kidney Disease and Coronary Artery Disease by Xiaoli Dong, Bo Wang, Shiqun Chen, Jin Liu, Yu Xia, Shouhong Wang, Bin Li, Sheng Wang, Ming Ying, Huanqiang Li, Ziling Mai, Yongquan Yang, Jiyan Chen, Yong Liu, Tiehe Qin, Ning Tan

“…Our study indicated a negative linear relationship between PNI score and CA-AKI in patients undergoing CAG complicated with CKD and CAD. …”
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Associations of serum Klotho with diabetic kidney disease prevalence and mortality: insights from a nationally representative U.S. cohort by Peichen Xie, Dingding Wang, Meng Zhang, Lanping Jiang, Yagui Qiu, Yiqin Wang, Siyang Ye, Manhuai Zhang, Li Tan, Sixiu Chen, Qianling Liu, Huajing Peng, Suchun Li, Jianbo Li, Qiong Wen, Leigang Jin, Xiaoping Wu, Kam Wa Chan, Sydney C. W. Tang, Wei Chen, Bin Li

“…Restricted cubic spline analysis was used to assess the linear or nonlinear relationships between the serum Klotho and DKD or all-cause mortality. …”
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Assessment of intra-fractional and inter-fractional motion in esophageal cancer treated with intensity-modulated proton therapy by Xiaoying Fan, Shuting Wang, Weijie Li, Kangning Meng, Wei Huang, Yong Yin, Tianyuan Dai

“…For Ginter, the DVH parameters of the target area and the OARs showed a linear relationship with the corresponding robust optimization parameters in IMPT. …”
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Machine learning and optimization in hybrid energy storage systems: Integrating MPC, PSO, MILP, and ANN for grid stability and efficiency by Rajesh M. Bhagat, Dilendra B. Jasutkar, Amitkumar B. Ranit, Vikrant S. Vairagade, Balram Yelamasetti, Sagar D. Shelare, Shubham Sharma, Abinash Mahapatro, V.K. Bupesh Raja, Quadri Noorulhasan Naveed, Naoufel Kraiem, Saiful Islam, Jasmina Lozanovic

“…PSO optimizes the system by obtaining optimal configurations in non-linear and multimodal conditions with balanced cost and performance. …”
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High-Temperature Methane Sensors Based on ZnGa₂O₄:Er Ceramics for Combustion Monitoring by Aleksei V. Almaev, Zhakyp T. Karipbayev, Askhat B. Kakimov, Nikita N. Yakovlev, Olzhas I. Kukenov, Alexandr O. Korchemagin, Gulzhanat A. Akmetova-Abdik, Kuat K. Kumarbekov, Amangeldy M. Zhunusbekov, Leonid A. Mochalov, Ekaterina A. Slapovskaya, Petr M. Korusenko, Aleksandra V. Koroleva, Evgeniy V. Zhizhin, Anatoli I. Popov

“…The synthesis and investigation of the structural and CH₄ sensing properties of ceramic pellets made from pure and Er-doped ZnGa₂O₄ were conducted. …”
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Oil and gas enrichment mechanisms and key exploration technologies in deep layers of Subei Basin by ZHU Xiangyu, YU Wenquan, ZHANG Jianwei, LI Chuhua, LI Heyong

“…Microscopically, pore-throat structure determined the fluid occurrence state and permeability. …”
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Electrically Tunable Momentum Space Polarization Singularities in Liquid Crystal Microcavities by Przemysław Oliwa, Piotr Kapuściński, Maria Popławska, Marcin Muszyński, Mateusz Król, Przemysław Morawiak, Rafał Mazur, Wiktor Piecek, Przemysław Kula, Witold Bardyszewski, Barbara Piętka, Helgi Sigurðsson, Jacek Szczytko

“…Abstract Momentum space polarization singularities of light appear as vectorial twists in the scattered and radiated far field patterns of exotic photonic structures. They relate to important concepts such as bound states in the continuum, spatiotemporal light steering, polarization Möbius strips, Berry curvature, and associated topological photonic phenomena. …”
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Moisture-induced elastic constants of poplar by Tuğba Yılmaz Aydın, Murat Aydın

“…It was assumed that water-related increases in density did not reflect structural solidification, and therefore did not lead to improved elasric properties. …”
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