Comparative Analysis of Tillage Indices and Machine Learning Algorithms for Maize Residue Cover Prediction by Jian Li, Kewen Shao, Jia Du, Kaishan Song, Weilin Yu, Zhengwei Liang, Weijian Zhang, Jie Qin, Kaizeng Zhuo, Cangming Zhang, Yu Han, Yiwei Zhang, Bingrun Sui

“…When using machine learning algorithms to construct models, the Stacking2 model exhibited the highest estimation accuracy, with an R² of 0.923, RMSE of 3.32%, and MAE of 0.025, while Stacking1 also demonstrated robust performance, with an R² of 0.910, RMSE of 3.45%, and MAE of 0.029. …”
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Personality and help-seeking for psychological distress: a systematic review and meta-analysis by Anna Szücs, Anna Szücs, Anna Szücs, Rachel Hui Xin Lam, Wymann Shao Wen Tang, Lifan Zhou, Monica Lazarus, Andrea B. Maier, Andrea B. Maier, Andrea B. Maier, Jose M. Valderas, Jose M. Valderas, Jose M. Valderas

“…Nine assessed personality disorders, 29 Five Factor dimensions, and 13 other personality constructs. Twenty-three studies investigated attitudes towards help-seeking while 25 studies investigated help-seeking behaviors. …”
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Deciphering hub genes and immune landscapes related to neutrophil extracellular traps in rheumatoid arthritis: insights from integrated bioinformatics analyses and experiments by Yang Li, Yang Li, Jian Liu, Jian Liu, Yue Sun, Yue Sun, Yuedi Hu, Yuedi Hu, Qiao Zhou, Qiao Zhou, Chengzhi Cong, Chengzhi Cong, Yiming Chen, Yiming Chen

“…An external validation dataset was used to verify pivotal gene expression and to construct co-regulatory networks using the NetworkAnalyst platform. …”
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Single-Nucleus RNA Sequencing Reveals Cellular Transcriptome Features at Different Growth Stages in Porcine Skeletal Muscle by Ziyu Chen, Xiaoqian Wu, Dongbin Zheng, Yuling Wang, Jie Chai, Tinghuan Zhang, Pingxian Wu, Minghong Wei, Ting Zhou, Keren Long, Mingzhou Li, Long Jin, Li Chen

“…The proportions of these subclasses differed between the two age groups. We also constructed differentiation trajectories for FAPs and adipocytes, revealing that FAPs in 245-day-old pigs differentiated more toward fibrosis, a characteristic reminiscent of the high prevalence of skeletal muscle fibrosis in aging humans. …”
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Identification of Three Significant Genes Associated with Immune Cells Infiltration in Dysfunctional Adipose Tissue-Induced Insulin-Resistance of Obese Patients via Comprehensive B... by Ming Zhai, Peipei Luan, Yefei Shi, Bo Li, Jianhua Kang, Fan Hu, Mingjie Li, Lei Du, Donglei Zhou, Weixia Jian, Wenhui Peng

“…Subsequently, we integrated DEGs from three datasets and constructed commonly expressed DEGs’ PPI net-works across datasets. …”
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Presenting a model to explain unfavorable risk and favorable risk according to psychological variables in predicting market fluctuations in the Iranian capital market. by Hasan Rezaeikangi, Mahdi Mohammad Bagheri, Hojat Babaei, Ali Raeispour Rajabali

“…The findings of the research showed that the model for explaining unfavorable risk and favorable risk according to psychological variables includes the model of one overarching theme, five constructive themes, and 23 basic themes. The dimensions of the research include: favorable and unfavorable risk factors, market conditions, psychological conditions, risk control strategies, and success in market forecasting. …”
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Is it Time to Recognize Political Anxiety as a Social Determinant of Health? by Brandon Ambrosino

“…Physicians often ask patients what their sleep schedule is like or if they have secure access to food and housing, to construct an accurate picture of the patient’s quality of life. …”
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Identifying and analyzing drivers of innovative behavior based on strategic management of human resources in knowledge-based organizations by Mitra Sadoughi

“…On the other hand, knowledge-based leadership and human resource development have had a positive and constructive impact on the sustainable competitive advantage of companies. …”
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Associations of healthy lifestyle and family income to poverty ratio with all-cause mortality among people with prediabetes and diabetes: a prospective cohort study by Zhu Li, Lin Zhou, Yongshi Wu, Tao Ding, Yuxin Gan, Xiang Fan

“…The weighted healthy lifestyle score was constructed based on smoking, alcohol consumption, physical activity, diet (HEI-2015), and body mass index. …”
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An Easy and Quick Risk-Stratified Early Forewarning Model for Septic Shock in the Intensive Care Unit: Development, Validation, and Interpretation Study by Guanghao Liu, Shixiang Zheng, Jun He, Zi-Mei Zhang, Ruoqiong Wu, Yingying Yu, Hao Fu, Li Han, Haibo Zhu, Yichang Xu, Huaguo Shao, Haidan Yan, Ting Chen, Xiaopei Shen

“…ResultsUsing only vital signs and rapid arterial blood gas test features according to feature importance, we constructed the Septic Shock Risk Predictor (SORP), with an area under the curve (AUC) of 0.9458 in the test set, which is only slightly lower than that of the optimal multi-feature complex model (0.9651). …”
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A cost-effectiveness analysis of sotorasib as second-line treatment for patients with KRAS-G12C-mutated metastatic non-small cell lung cancer (mNSCLC) in Switzerland by Tämer El Saadany, Judith Lupatsch, Michael Mark, Michaela Barbier, Tarun Mehra, Matthias Schwenkglenks, Roger von Moos

“…METHODS: A partitioned survival model based on the CodeBreak 200 trial was constructed with a time horizon of 10 years and a discount rate of 3% for costs and quality-adjusted life years (QALYs). …”
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A Novel Induced Current Protection Scheme for Large-Scale Solar Photovoltaic Systems Using Early Streamer Emissions by Nurul 'Aini Mohamad Zakaria, Mohd Najib Mohd Hussain, Kanendra Naidu Vijyakumar, Intan Rahayu Ibrahim, Nor Salwa Damanhuri, Nur Fadzilah Ahmad

“…The Franklin rod type comprised 763 pieces and was constructed following the Council of Engineer standards (Thailand) standard. …”
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A head-to-head comparison of the adult EQ-5D-5L and youth EQ-5D-Y-5L in adolescents with idiopathic scoliosis by Joshua M. Bonsel, Charles M. M. Peeters, Max Reijman, Tim Dings, Joost P. H. J. Rutges, Diederik H. R. Kempen, Jan A. N. Verhaar, Gouke J. Bonsel

“…Secondary criteria were differences in ceiling using McNemar test; a different number of quantified hypotheses for construct validity achieved using the SRS-22r as comparator; differences in test-retest reliability by comparing ICC/kappa values using a Z-test. …”
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Global assessment of leukemia care quality: insights from the quality of care index (QCI) from 1990 to 2021Research in context by Yuzhe Pan, Qian Liu, Nan Zhang, Shuang Peng, Xinqi Li, Fuling Zhou

“…Methods: We analyzed data from the global burden of disease (GBD) study spanning 1990–2021. The QCI was constructed using principal component analysis, based on the weighted variances of key indicators. …”
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Comprehensive Analysis of m5C RNA Methylation Regulator Genes in Clear Cell Renal Cell Carcinoma by Jiajin Wu, Chao Hou, Yuhao Wang, Zhongyuan Wang, Pu Li, Zengjun Wang

“…By univariate Cox analysis and last absolute shrinkage and selection operator (LASSO) Cox regression algorithm, a m5C-related risk signature was constructed in the training group and further validated in the testing group and the entire cohort. …”
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AI-NAOS: an AI-based nonspherical aerosol optical scheme for the chemical weather model GRAPES_Meso5.1/CUACE by X. Wang, L. Bi, H. Wang, Y. Wang, W. Han, X. Shen, X. Zhang

“…To obtain AI-NAOS, a database of the optical properties for the models was constructed using the invariant imbedding T-matrix method (IITM), and deep neural networks (DNN) were trained based on this database. …”
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Topology control based on dynamic graph embedding in Internet of vehicles by Yanfei SUN, Jiazheng YIN, Jin QI, Xiaoxuan HU, Mengting CHEN, Zhenjiang DONG

“…Hence, the network topology can be constructed more reasonably and effectively. Moreover, the graph embedding method is simple to calculate, and the performance of established network is better. …”
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Regional climatic changes and their impact on the level of avalanche hazard in East Kazakhstan by Olga Petrova, Natalya Denissova, Gulzhan Daumova, Yelena Ivashchenko, Evgeny Sergazinov

“…An ontological database model (Entity Relationship Diagram) is constructed. Based on it, a database has been created for a system for monitoring and forecasting avalanche activity in the East Kazakhstan region.…”
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Development of a Comprehensive Fall Risk Assessment Tool for Older People in Elderly Care Institutions and Its Test by LUO Yuan, ZHANG Hua, WANG Sanxiang, ZHANG Mengxi, DENG Yuqian, RAN Haiye, LIU Jiaxin, ZHANG Yi, CHEN Xi, WU Yibo, ZHAO Liping

“…However, falls among residents are a recurring problem, and the current assessment tools have shown limited effectiveness. Objective To construct a comprehensive fall risk assessment tool for older people in elderly care institutions and verify its reliability and validity. …”
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Preoperative prediction of IDH genotypes and prognosis in adult-type diffuse gliomas: intratumor heterogeneity habitat analysis using dynamic contrast-enhanced MRI and diffusion-we... by Xingrui Wang, Zhenhui Xie, Xiaoqing Wang, Yang Song, Shiteng Suo, Yan Ren, Wentao Hu, Yi Zhu, Mengqiu Cao, Yan Zhou

“…Multivariable logistic regression models were constructed and validated using leave-one-out cross-validation, and the contrast-enhanced subgroup was analyzed independently. …”
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