Academic Boredom in Medical Students: The Role of Perceived Classroom Goal Structures and Task Value by Majid Sadoughi, Najmeh Eskandari

“…Participants completed Midgley’s Perceived Classroom Goal Structure Questionnaire, Pintrich’s Task Value Scale, Pekrun’s Academic Boredom Questionnaire, Li’s Trait Boredom Scale, and a demographic questionnaire form. Data were analyzed using multiple regression analysis. Results: The results showed that after controlling for the effects of age, gender, and students' trait boredom, the variables of task value (β=-0.270, P<0.001) and mastery-oriented goal structure (β=-0.239, P<0.001) were negatively and significantly associated with academic boredom, while performance-avoidance goal structure (β=0.111, P=0.029) was positively and significantly particioated academic boredom in students. …”
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Male role norms and the prevalence of post-traumatic stress disorder symptoms among Polish male paramedics by Magdalena Maja Sitko-Dominik, Tomasz Daniel Jakubowski, Eugenia Ewa Mandal

“…The aim of the study was to analyze risk factors that may increase the likelihood of developing PTSD among paramedics. …”
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The Relationship Between Compassion Fatigue and Anxiety Levels of Nurses After Working in COVID-19 Isolation Ward by Sahar Jasim Mohammed Mohammed, Hilal Altundal Duru

“…According to the results of ordered logistic regression analysis, men had a level of compassion fatigue than 0.07 times less than women; anxiety levels of nurses with 11 to 15 years of experience are 0.13 times less than those with 20 to 25 years of experience. …”
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Achievements and prospects of therapy for non-atypical endometrial hyperplasia in reproductive-aged women by D.A. Khaskhachikh

“…Purpose – The study aimed to analyze organizational measures to prevent recurrence or progression of EH in women of reproductive age, with a focus on identifying the main risk factors and evaluating the effectiveness of different treatment approaches. …”
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National Institute of Health Stroke Scale Score Mediated the Relationship between Systemic Inflammatory Response Index, High-Sensitivity C-Reactive Protein, and Functional Prognosi... by Xueqing Liu, Tong Zhang, Liqin Yang, Guojuan Chen, Peng Ding, Delin Yu, Haibing Liao, Jing Liu, Wei Yue

“…We used multivariate linear regression, logistic regression, sensitivity analysis, and mediation analysis to analyze the data. …”
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Constructing a predictive model for acute mastitis in lactating women based on machine learning by Liujing Zhu, Zuyan Huang, Yan Chen, Guangqiu Li, Liwen Liu

“…By using machine learning (ML) algorithms (Logistic Regression (LR), Naive Bayes (NB), XGBoost, Multilayer Perceptron (MLP)) to train and validate the above data, it aimed to construct a predictive model of the risk factors for the occurrence of acute mastitis in lactating women, and simultaneously analyzed the other influences and effects of these factors on acute mastitis. …”
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MASP1 in stomach adenocarcinoma: linking diagnosis, prognosis, and tumor immunity by Chuyu Xiao, Fuyang Hong, Guanzi Chen, Wenli Xu, Yusheng Jie

“…The diagnostic performance of MASP1 was evaluated through Receiver Operating Characteristic (ROC) curve analysis using the “pROC” package. Chi-square tests were conducted to examine the association between MASP1 expression and clinicopathological factors. …”
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Machine learning model to predict sepsis in ICU patients with intracerebral hemorrhage by Lei Tang, Ye Li, Ji Zhang, Feng Zhang, Qiaoling Tang, Xiangbin Zhang, Sai Wang, Yupeng Zhang, Siyuan Ma, Ran Liu, Lei Chen, Junyi Ma, Xuelun Zou, Tianxing Yao, Rongmei Tang, Huifang Zhou, Lianxu Wu, Yexiang Yi, Yi Zeng, Duolao Wang, Le Zhang

“…We identified sepsis prognostic factors using Least Absolute Shrinkage and Selection Operator (LASSO) and backward stepwise logistic regression. …”
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The Severity of Fatty Liver Disease Relating to Metabolic Abnormalities Independently Predicts Coronary Calcification by Ying-Hsiang Lee, Yih-Jer Wu, Chuan-Chuan Liu, Charles Jia-Yin Hou, Hung-I. Yeh, Cheng-Ho Tsai, Shou-Chuan Shih, Chung-Lieh Hung

“…Multivariate logistic regression analysis was used to depict the association between NAFLD and calcium score. …”
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Development and validation of machine learning model to predict early death of melanoma brain metastasis patients by Maierdanjiang Maihemuti, Maiheliya Kamaierjiang, Aierpati Maimaiti, Junshen Wu, Zhibing Dai, Renbing Jiang

“…Key predictive factors included age, treatment modalities (radiation, chemotherapy, surgery), tumor characteristics (ulceration), and extracranial metastases (bone, liver). …”
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The different effects of admission blood glucose levels on the outcomes of ST elevation myocardial infarction patients with and without diabetes by Naimeh Mesri Alamdari, Neda Lotfi Yagin, Samad Ghaffari, Neda Roshanravan, Anita Zarrintan, Majid Mobbaseri

“…Furthermore, cut-off points for blood glucose level on admission were determined and the predictive value of these cut-off values was analyzed using logistic regression analysis. In-hospital and one-year mortality rates were 22.1% and 26% for diabetic patients, and 20.2% and 24.1% for non-diabetic patients, with no substantial discrepancy between the groups (P = 0.607, P = 0.401). …”
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Effect of Timing of Initial Cataract Surgery, Compliance to Amblyopia Therapy on Outcomes of Secondary Intraocular Lens Implantation in Chinese Children: A Retrospective Case Serie... by Liuyang Li, Yan Wang, Caihong Xue

“…Retrospective review of records of all infants with congenital cataracts who underwent secondary IOL implantation in the Eye and ENT Hospital of Fudan University from January 1, 2001, to December 31, 2007, and the minimum follow-up period was 5 years. Multiple regression analysis was used and the possible confounding factors were also analyzed to assess the effect on visual outcome. …”
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Spatiotemporal relationship between air pollution and upper respiratory tract infection cases among children under five: a case study of Nakuru County, Kenya (2020–2022) by John Kapoi Kipterer, Alieu Sowe, Mark K. Boitt, Charles N. Mundia

“…Additionally, it underscores the need for further research into indoor air pollution, especially in overcrowded informal settlements, where socioeconomic factors and poor ventilation exacerbate health risks. …”
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Accuracy of improved zero heat flux core temperature monitoring in non-cardiac surgery for patients undergoing general anesthesia by Yan Liang, Jing-yan Wang, Xin-feng Shao, Ze-guang Wang, Mei-na Gao, Hao Liang

“…The consistency and correlation between the two measurements were evaluated using Bland–Altman analysis, linear regression methods, and the percentage of differences within ± 0.5 °C. …”
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Myeloid dendritic cells in peripheral blood correlate with the occurrence of acute graft-versus-host disease by Qianqian Wang, Wei Yu, Lingjie Sun, Xue Shi

“…Multivariate logistic regression analysis confirmed that the count of mDCs in PB before transplantation and at engraftment were independent factors in predicting the occurrence of aGVHD (OR = 9.907, P = 0.018, 95% CI 1.473–66.639; OR = 0.059, P = 0.023, 95% CI 0.005–0.673). …”
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The impact of physical activities on adolescents’ rule consciousness: the chain mediation effect of friendship quality and emotional intelligence by Jiahui Peng, Li Cao, Deqiao Zhou

“…Data were analyzed using SPSS 27.0 and PROCESS 4.0 for correlation analysis, regression analysis, and mediation effect testing.ResultsPhysical activity significantly and positively predicted adolescents’ rule awareness. …”
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Economic Performance of the Producers of Biomass for Energy Generation in the Context of National and European Policies—A Case Study of Poland by Aneta Bełdycka-Bórawska, Rafał Wyszomierski, Piotr Bórawski, Paulina Trębska

“…Moreover, we conducted regression analysis to find factors that are the basis for the economic performance (incomes) of farms that sell biomass. …”
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COVID-19 and vaping in Russia: how are hospitalizations, course and outcomes of coronavirus infection related to e-cigarette use? by M. G. Gambaryan, M. G. Chashchin, A. V. Kontsevaya, O. M. Drapkina

“…The data on the number of people hospitalized with severe COVID-19 and those who died from COVID-19 for 20202021 in 85 Russian regions from the Federal Registry of COVID-19, as well as data on the status of EC consumption for 2020-2021 in 85 Russian regions from the Rosstat micro-database of the Sample Monitoring of the Population Health were analyzed. An analysis of the relationship between the frequency of EC consumption and the level of hospitalization with COVID-19, COVID-19 severity and mortality by sex and age groups and federal districts (FD) of the Russian Federation was carried out in the quadratic regression model.Results. …”
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Effectiveness of Lymph Node Dissection in Women over Age 70 with Stage I Ovarian Cancer by Genping Huang, Guoping Zhu, Cheng Chen

“…Univariate and multivariate analysis showed that age and lymph node dissection both remained independent prognostic factors for improved OS with stage I OC. …”
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The mechanism of RNA methylation writing protein-related prognostic genes in lung adenocarcinoma based on bioinformatics by Sha Yin, Guangyan Luo, Lei Luo

“…Here, the prognostic values of the “writer” enzymes and the tumor immunosurveillance in LUAD aim to provide new theoretical references for the research of LUAD.MethodsGenes associated with RNA methylation writer protein in LUAD were identified using The Cancer Genome Atlas Program (TCGA) data and weighted gene co-expression network analysis (WGCNA). Independent prognostic factors were screened by Cox regression and least absolute shrinkage and selection operator (LASSO) regression analyses. …”
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