Improving general practitioners’ approaches to functional somatic syndromes: a pilot training program with a focus on compassion and communication by Gonthier Ariane, Linder Audrey, Sommer Johanna, Despland Jean-Nicolas, Ambresin Gilles

“…The first session of the training was constructed as a pilot session, followed by a qualitative study to complete content validation. …”
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An Optimization Coverage Strategy for Wireless Sensor Network Nodes Based on Path Loss and False Alarm Probability by Jianing Guo, Yunshan Sun, Ting Liu, Yanqin Li, Teng Fei

“…In the coverage area of the same size, the coverage of the model constructed in this paper is compared with the traditional 0/1 perception model and exponential decay perception model. …”
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Integration of Mendelian Randomization to explore the genetic influences of pediatric sepsis: a focus on RGL4, ATP9A, MAP3K7CL, and DDX11L2 by Liuzhao Zhang, Quanwang Chu, Shuyue Jiang, Bo Shao

“…Immune cell infiltration analysis was performed to investigate the genes’ roles in immune responses, and findings were validated with independent datasets. ROC curves were constructed to assess predictive performance. Results Differential expression analysis identified significant changes in RGL4,ATP9A,MAP3K7CL, and DDX11L2. …”
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DSC-SeNet: Unilateral Network with Feature Enhancement and Aggregation for Real-Time Segmentation of Carbon Trace in the Oil-Immersed Transformer by Liqing Liu, Hongxin Ji, Junji Feng, Xinghua Liu, Chi Zhang, Chun He

“…To improve inference speed, a lightweight unilateral feature extraction framework is constructed based on a shallow feature sharing mechanism, which is designed to provide feature input for both semantic path and spatial path. …”
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ERBB3-related gene PBX1 is associated with prognosis in patients with HER2-positive breast cancer by Shufen Mo, Haiming Zhong, Weiping Dai, Yuanyuan Li, Bin Qi, Taidong Li, Yongguang Cai

“…Three algorithms, LASSO, RandomForest and XGBoost were combined to identify the signature genes. we construct risk models and generate ROC curves for prediction. …”
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A Prospective Study of Lumbar Facet Arthroplasty in the Treatment of Degenerative Spondylolisthesis and Stenosis: Early Cost-effective Assessment from the Total Posterior Spine Sys... by Jared D. Ament, Amir Vokshoor, Yaser Badr, Todd Lanman, Kee D. Kim, J. Patrick Johnson

“…A cohort Markov model was constructed to analyze perioperative and postoperative costs and QALYs for both TOPS™ and control groups. …”
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The Impact of Linguistic Signals on Cognitive Change in Support Seekers in Online Mental Health Communities: Text Analysis and Empirical Study by Min Li, Dongxiao Gu, Rui Li, Yadi Gu, Hu Liu, Kaixiang Su, Xiaoyu Wang, Gongrang Zhang

“…MethodsWe used signaling theory to model the factors affecting cognitive change and used consulting strategies from the offline, face-to-face psychological counseling process to construct 6 characteristics: intimacy, emotional polarity, the use of first-person words, the use of future-tense words, specificity, and language style. …”
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Postcards from Inside the Practices by Alicia Lazzaroni, Antonio Bernacchi, Enrique Espinosa Pérez, Lydia Maria Arantes, Michele Avis Feder-Nadoff

“….); and actions (agreements, exchanges, self-constructions, doubts, and decisions) that go beyond the client-technician or problem-solution relationships.   …”
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The TikTok Addiction Scale: Development and validation by Petros Galanis, Aglaia Katsiroumpa, Ioannis Moisoglou, Olympia Konstantakopoulou

“…We employed exploratory and confirmatory factor analysis to examine the construct validity of the TikTok Addiction Scale (TTAS). …”
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Changes in the Parietal Lobe Subregion Volume at Various Stages of Alzheimer’s Disease and the Role in Cognitively Normal and Mild Cognitive Impairment Conversion by Fang Lu, Qing Ma, Cailing Shi, Wenjun Yue

“…The Cox proportional hazard model was constructed to determine which specific parietal subregions, alone or in combination, could be used to predict progression from MCI to AD and CN to MCI. …”
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Battle of the axes: simulation-based assessment of fine needle aspiration biopsies for thyroid nodules by Shireen Samargandy, Justine Philteos, Mirko Manojlovic Kolarski, Jason Xu, Eric Monteiro, Allan Vescan

“…Design A longitudinal prospective cohort study, completed from December 2018 to November 2019, using the Blue Phantom Thyroid Model© for UGFNA. Face and construct validity of the model were verified. Residents completed UGFNA on an assigned nodule using both long-axis and short-axis techniques, the order of which was sequentially allocated. …”
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Identification of Key Genes and Prognostic Value Analysis in Hepatocellular Carcinoma by Integrated Bioinformatics Analysis by Meng Wang, Licheng Wang, Shusheng Wu, Dongsheng Zhou, Xianming Wang

“…A protein-protein interaction (PPI) network of the identified DEGs was constructed using the Search Tool for the Retrieval of Interacting Gene, and hub genes were identified. …”
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Orientin Reduces the Effects of Repeated Procedural Neonatal Pain in Adulthood: Network Pharmacology Analysis, Molecular Docking Analysis, and Experimental Validation by Dong-Dong Guo, Hai-Yan Huang, Hai-E. Liu, Kun Liu, Xing-Jing Luo

“…A protein-protein interaction (PPI) network was constructed, and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed to explore the potential mechanism of action. …”
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Analysis of Gas Pipeline Failure Factors Based on the Novel Bayesian Network by Machine Learning Optimization by Shuangqing Chen, Shun Zhou, Zhe Xu, Yongbin Liu, Bing Guan, Xiaoyu Jiang, Wencheng Li

“…Firstly, the pipeline fault tree model is constructed according to the accident data that leads to pipeline failure, and the fault tree model is mapped to the Bayesian network. …”
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Kořeny teorie spravedlivé války: od Platóna ke Grotiovi by Jiří Hutečka

“…In this light, the just war theory needs to be viewed as a cultural construct made by members of the so-called western civilization to put limitations to their “way of war”. …”
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Validation of the uncertainty stress scale-high-risk pregnancy - Chinese brief version: Rasch analysis by Yi Jing Tsai, Chi Chen Chen, Yu Yun Hsu, Chuan Chuan Chen

“…Confirmatory factor analysis (CFA) and Rasch model to examine the construct validity of the short version of the USS-HRPV-C. …”
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Rediscovery of Social Reality of the City and the Village: Methodological Novations of the Study of Life Space Dynamics by C. I. Ildarhanova

“…Sociological vision of the concept is presented on the base of international urban-rural theoretical constructs, explaining formation of a new establishing space by specifics of social capital, influence of living environment on space configuration, and historical retrospective of rural society institualization under the conditions of globalization and development of network relations. …”
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The Mediating Effect of Core Attributes of General Practice between Basic Public Health Service and Self-management Behaviors in Patients with Type 2 Diabetes Mellitus by WANG Xiaoru, LI Yueping

“…Descriptive analysis and correlation analysis were conducted using SPSS 26.0, and a structural equation model was constructed using AMOS 28 for mediation testing. Results A total of 483 valid questionnaires were collected. …”
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Development of a nomogram for predicting early visual acuity outcomes and reoperation rate in patients with open globe injury by Luqian Yang, Shuming Ji, Yan Zhao, Yue Song, Xueni Liu, Hongpei Ji

“…The result showed that initial VA, laterality, the BETT types of injury, location, retinal detachment, orbital CT, and intraoperative changes were related to the VA outcome, and initial VA is the most significant factor. Constructed nomogram based on those variables had a good efficiency in predicting the VA outcome. …”
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Analysis of Feature Extraction and Anti-Interference of Face Image under Deep Reconstruction Network Algorithm by Jin Yang, Yuxuan Zhao, Shihao Yang, Xinxin Kang, Xinyan Cao, Xixin Cao

“…To explore the anti-interference performance of convolutional neural network (CNN) reconstructed by deep learning (DL) framework in face image feature extraction (FE) and recognition, in the paper, first, the inception structure in the GoogleNet network and the residual error in the ResNet network structure are combined to construct a new deep reconstruction network algorithm, with the random gradient descent (SGD) and triplet loss functions as the model optimizer and classifier, respectively, and it is applied to the face recognition in Labeled Faces in the Wild (LFW) face database. …”
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