Dispositional mindfulness and psychological well-being: investigating the mediating role of meaning in life by Aamer Aldbyani, Aamer Aldbyani, Guiyun Wang, Zhang Chuanxia, Yanxia Qi, Jiaojiao Li, Jie Leng

“…Prior research has investigated the role of mindfulness in enhancing hope and life satisfaction as separate constructs. However, limited attention has been given to the simultaneous influence of mindfulness on both hope and life satisfaction and the underlying mechanisms that may explain these relationships. …”
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Multiple Parameters Determination Method of Hardening Soil Model Based on Particle Swarm Optimization by Jingfeng Xiao, Qunwei Wang, Qianhui Zhang, Yunpeng Hei, Youliang Zhang

“…This research employs optimized parameters acquired from PSO to construct a numerical model for foundation pits and performs numerical computations. …”
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Urinary electrolyte parameters in sepsis-associated acute kidney injury: A prospective observational study by Rajathadri Hosur Ravikumar, Anjan Trikha, Rashmi Ramachandran, Sudip Kumar Datta, Mrudula Prasanna, Vimi Rewari

“…Receiver-operating characteristic (ROC) curves were constructed to determine to discriminatory ability of various parameters in predicting AKI. …”
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Exploring the Molecular Composition of Dissolved Organic Matter and Its Connection to Microbial Communities in Industrial-Scale Anaerobic Digestion of Chicken Manure by Juan Hu, Yurui Zeng, Aibin Hu, Xiaofeng Wang

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Total Organic Carbon Content Prediction in Lacustrine Shale Using Extreme Gradient Boosting Machine Learning Based on Bayesian Optimization by Xingzhou Liu, Zhi Tian, Chang Chen

“…Based on the degree of correlation, six logging curves reflecting TOC content were selected to construct training dataset for machine learning. Then, the performance of the XGBoost model was tested using K-fold cross-validation, and the hyperparameters of the model were determined using a Bayesian optimization method to improve the search efficiency and reduce the uncertainty caused by the rule of thumb. …”
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MYSTICAL ASPECT OF EDITH STEIN'S ANTHROPOLOGY: FROM PHENOMENOLOGY TO THOMISM by J. A. Shabanova

“…An empathy, as a model of extrapolation of the principle (of to be get used to the experience of the Other) onto mystical act of overcoming of subject-object opposition of transpersonal content and an intuition, as a movement inside the self, an ability to complete an integral image refusing the subjectivity and bringing back generic, spiritual subject, are considered to be key-constructs of the Edith Stein's evolutionary views development on her way to philosophical mystic. …”
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Polygenic risk score for acute rejection based on donor-recipient non-HLA genotype mismatch. by Rui Cao, David P Schladt, Casey Dorr, Arthur J Matas, William S Oetting, Pamala A Jacobson, Ajay Israni, Jinbo Chen, Weihua Guan

“…An AR polygenic risk score (PRS) was constructed with the non-HLA single nucleotide polymorphisms (SNPs) filtered by independence (r2 < 0.2) and P-value (< 1×10-3) criteria. …”
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Laboratory investigation of high-temperature functional characterization of organo-modified nanoclay-enhanced bitumen by Hazratullah Paktin, M. Kumar, V. Vinayaka Ram, Siksha Swaroopa Kar

“…Further, the increment in softening point (ISP) was dropped from 4.6 °C to 2.5 °C with 8 % OMNC, while the aging index (AI) based upon shear modulus (G*) and phase angle (δ) were reduced from 2.4 to 1.7 and 2.9 to 1.1, respectively, at 80 °C, which revealed a constructive influence of OMNC on aging resistance. Moreover, the study assessed stability at high temperatures through SP and MSCR tests. …”
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Concept of Tributalism: a comparative Analysis of S. Amin 's, J. Haldon's and H. H. Stahl's approaches by Nerijus Babinskas

“… By this article, the author wants to revive discussion about Marxist schemas of social development and their applicability for constructing models of universal history. There are attitudes of three scholars presented in the current text: Samir Amin, who is known in the Western historiographical tradition as a main creator and promoter of the concept of the tributary mode of production; John Haldon, who paid quite much attention to the mentioned concept and dedicated his entire book to this issue; and Henri H. …”
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Level of completion of maternity continuum of care among ever-married women: An analysis of Somalia's health and demographic survey 2020. by Adam A Mohamed, Ays'e Akın, Sare Mihciokur, Sarp Üner, Abdi Gele

“…Completion of the continuum of maternity care was the outcome variable for this study. It was constructed into a binary variable with complete coded as one and incomplete coded as 0. …”
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Identification of an Autophagy-Related Signature Based on Whole Bone Marrow Sequencing for the Prognosis and Immune Microenvironment Characterization of Multiple Myeloma by Licheng Li, Ting Chen, Jishi Wang, Mengxing Li, Qinshan Li

“…The univariate Cox regression analysis demonstrated that 26 ARGs had a significant correlation with overall survival (OS). We constructed an autophagy-related risk prognostic model based on six ARGs: EIF2AK2 (ENSG00000055332), KIF5B (ENSG00000170759), MYC (ENSG00000136997), NRG2 (ENSG00000158458), PINK1 (ENSG00000158828), and VEGFA (ENSG00000112715) using LASSO-Cox regression analysis to predict risk outcomes, which revealed substantially shortened OS duration in the high-risk cohort in contrast with that in the low-risk cohort. …”
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Simulation of Material and Heat Balance of 150 t AOD Melting 430 Stainless Steel under Different Charge Conditions by Lu　Xiaohui, Kang　Congpeng, Chen　Hongzhi, Xu　Yongbin

“…&nbsp;In order to explore the influence of different charge conditions on the process of AOD smelting stainless steel， taking 430 stainless steel smelting in 150 t AOD furnace as an example， based on the actual production process， a material and heat balance simulation system of AOD refining stainless steel process was constructed. Through simulation calculation， the furnace temperature change under different charge conditions and related technical and economic indexes are deeply compared and analyzed.The results show that the furnace temperature will be low by using the raw material condition of dephosphorized molten iron and solid ferrochromium， and a large amount of ferrosilicon alloy should be added in the early stage of reduction to meet the requirements of steel tapping. …”
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Business consulting, knowledge absorptive capacity, and innovativeness: A triangular model for micro and small enterprises in Poland by Wojciech Grabowski, Edward Stawasz

“…The multivariate discrete choice model taking into account relationships among these constructs, is proposed and its parameters are estimated. …”
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“Walking with Dreams”: The Categories of Career Decision-Making Self-Efficacy and Its Influence on Learning Engagement of Senior High School Students by Xuejun Liu, Xiongjie Mei, Guojun Ji

“…The validity of the questionnaire was analyzed using Amos 23.0, descriptive statistics and correlation analyses were performed with SPSS 26.0, and a latent profile model was constructed using Mplus 8.0. The results indicate that there are four latent categories of career decision-making self-efficacy among high school students. …”
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The Prognostic Model Established by the Differential Expression Genes Based on CD8+ T Cells to Evaluate the Prognosis and the Response to Immunotherapy in Osteosarcoma by Yu Chen, Wei Yan, Hongqing Wang, Zhiliang Ou, Huihong Chen, Zhenhua Huang, Jinlian Yang, Biqiong Liu, Fanjie Ou, Huang Zhang

“…Meanwhile, we extracted the differentially expressed genes (DEGs) of CD8+ T cell clusters and other immune cell clusters. Furthermore, we constructed a prognostic model (CD8-DEG model) based on the obtained DEGs of CD8+ T cells, and verified the excellent predictive ability of this model for the prognosis of OS. …”
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Development and validation of a machine learning-based prediction model for hepatorenal syndrome in liver cirrhosis patients using MIMIC-IV and eICU databases by Fengwei Yao, Ji Luo, Qian Zhou, Luhua Wang, Zhijun He

“…A predictive model was constructed using multivariable logistic regression and visualized via a nomogram. …”
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Synergistic Enhancement of Carbon Sinks and Connectivity: Restoration and Renewal of Ecological Networks in Nanjing, China by Renfei Zhang, Hongye Li, Zhicheng Liu

“…This study used Nanjing, China, as a case to construct an ecological network by applying Morphological Spatial Pattern Analysis (MSPA) and the Linkage Mapper (LM) tool based on circuit theory. …”
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Palmitoylation-related gene ZDHHC22 as a potential diagnostic and immunomodulatory target in Alzheimer’s disease: insights from machine learning analyses and WGCNA by Sanying Mao, Xiyao Zhao, Lei Wang, Yilong Man, Kaiyuan Li

“…Immune cell infiltration analysis was conducted to assess correlations between KPRGs and immune cell types, and a competing endogenous RNA (ceRNA) regulatory network was constructed to explore their potential regulatory mechanisms. …”
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Evaluation of the willingness to perform cardiopulmonary resuscitation (CPR) with automated external defibrillator (AED) among Hong Kong Chinese using the theory of planned behavio... by Victor C W Tam, Anthony Wai Leung Kwok

“…Predictive models were constructed using hierarchical multiple ordinal regressions (MOR) to explore associated predictors and the adjusted OR (ORadj).Results There were 44.8% and 47.8% of respondents who were willing to perform CPR and use AED, respectively. …”
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Research on master-slave game theory-based demand response strategies for renewable energy integration by Wei Hu, Yining Li, Puliang Du, Jiyu Li

“…In this research, we first constructed a power system model that includes renewable energy sources such as wind and solar power. …”
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