Crystalloid resuscitation is associated with decreased treatment delays and improved systolic blood pressures in a blood-constrained setting by Melissa Carvalho, Alain Chichom-Mefire, Catherine Juillard, S Ariane Christie, Rasheedat Oke, Thompson Kinge, Jean-Gustave Tsiagadigui, Mbiarikai A Mbianyor, Mark T Yost, Matt Driban, Fanny Nadia Dissak Delon, Richard Njock, Daniel Nkusu

“…Median time to treatment was lower for CB than BL (12 vs 131 min, p<0.01). Multivariate logistic regression adjusted for injury severity found no association between resuscitation type and mortality (CB adjusted OR (aOR) 1.28, p=0.82; BL aOR 1.05, p=0.97).Conclusions CB was associated with faster treatment, greater SBP elevation, and similar survival compared with BL in Cameroonian patients with trauma with hemorrhagic shock. …”
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Profiles of innovative behavior and associated predictors among clinical nurses: a multicenter study using latent profile analysis by Husheng Li, Yue Qiao, Tianxiang Wan, Chun Hua Shao, Fule Wen, Xiaoxin Liu

“…We used latent profile analysis (LPA) by Mplus 7.0 to identify latent classes of IB. Ordinal logistic regression analysis was used to analyze the relevant predictors on the different profiles. …”
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Association between cardiometabolic index and risk of testosterone deficiency in adult men: a cross-sectional study by Yangyang Mei, Bo Zhang, Xiaogang Wang, Renfang Xu, Wei Xia, Yiming Chen, Xingliang Feng

“…Testosterone was measured using the isotope dilution liquid chromatography-tandem mass spectrometry technique. Linear and logistic regression analyses were used to explore the relationship between CMI and total testosterone (TT) levels, as well as the risk of testosterone deficiency (TD). …”
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Integrating bulk and single-cell RNA sequencing data: unveiling RNA methylation and autophagy-related signatures in chronic obstructive pulmonary disease patients by Shi-Xia Liao, Lan-Ying Zhang, Ling-Mei Shi, Huai-Yu Hu, Yan-Hui Gu, Ting-Hua Wang, Yao Ouyang, Peng-Peng Sun

“…Differentially expressed genes (DEGs) were identified between COPD and non-COPD samples, and protein–protein interaction networks were constructed. Univariate logistic regression identified shared genes between DEGs and RNA methylation gene sets. …”
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Knowledge, attitudes and practices of oral HIV pre-exposure prophylaxis (PrEP) among healthcare workers in the Ekurhuleni District, South Africa by E Mahlare, E Ramutshila, A Musekiwa, L Kuonza, T Mabuto

“…We performed descriptive and multivariable logistic regression analysis in line with the study objectives. …”
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Retinal vascular geometry and its association to silent brain infarction by Jing Wang, Tingli Chen, Jing Wang, Xiyun Bian, Xiaowei Zhang, Xiaolong Yang, Xing Qi, Yihan Li, Haixia Huang, Qian Qian, Fei Yuan

“…Results FD, FDa, FDv, CRAEB, CRAEC, CRVEB, CRVEC and AVRB in SBI subjects were 1.25 (1.21–1.28), 1.11 (1.08–1.14), 1.09 (1.06–1.13), 168.78 ± 19.39, 163.55 ± 18.97, 235.77 (222.64-254.08), 224.39 ± 23.29, 0.72 ± 0.06, respectively, significantly lower than those of control subjects [1.30 (1.28–1.32), 1.15 (1.13–1.18), 1.14 (1.12–1.16), 196.81 ± 27.94, 183.81 ± 25.46, 273.03 (247.59–296.30), 249.59 ± 32.03, and 0.73 ± 0.08]. Logistic regression results showed that higher FD (OR, 0.04), FDa (OR, 0.07), FDv (OR, 0.06), CRAEB (OR, 0.02), CRAEC (OR, 0.04), CRVEB (OR, 0.03), CRVEC (OR, 0.06), and AVRB (OR, 0.55) were associated with a lower of SBI. …”
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Oxidative balance score was negatively associated with the risk of metabolic syndrome, metabolic syndrome severity, and all-cause mortality of patients with metabolic syndrome by Zhixiao Xu, Xiong Lei, Weiwei Chu, Luoqi Weng, Chengshui Chen, Chengshui Chen, Chengshui Chen, Ran Ye

“…Employing survey-weighted logistic models, we evaluated the relationship between OBS and MetS risk. …”
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Prevalence and Determinants of Diarrheal Diseases among Under-Five Children in Horo Guduru Wollega Zone, Oromia Region, Western Ethiopia: A Community-Based Cross-Sectional Study by Kefalew Alemayehu, Lemessa Oljira, Melake Demena, Abdi Birhanu, Dasselegn Workineh

“…Before data collection, a pretest of the structured questionnaires was done on nonselected kebeles. Binary logistic regression was used to assess the association of the diarrheal diseases with independent variables. …”
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The impact of marriage on breastfeeding duration: examining the disproportionate effect of COVID-19 pandemic on marginalized communities by Anna Charlotta Kihlstrom, Tara Stiller, Nishat Sultana, Grace Njau, Matthew Schmidt, Anastasia Stepanov, Andrew D. Williams

“…Infant birth date was used to identify pre-COVID (2017–2019) and COVID (2020–2021) births. Logistic regression estimated odds ratios and 95% confidence intervals for the association between marital status and breastfeeding duration outcomes. …”
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Preventable hospitalizations through ED: does the number of hospital beds matter under the global budget in a single-payer system in Taiwan? by Hsueh-Fen Chen, Hsueh-Fen Chen, Hsueh-Fen Chen, Hui-Min Hsieh, Hui-Min Hsieh, Hui-Min Hsieh, Wei-Shan Chang

“…The key independent variable is the number of hospital beds per 1,000 populations. Multivariate logistic regression models with and without a clustering function were used for the analyses.ResultsApproximately 59.26% of diabetes-related ACSCs ED visits resulted in ED hospitalizations. …”
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Development and Validation of the Systemic Inflammatory Response Index-Based Nomogram for Predicting Short-Term Adverse Events in Patients With Acute Uncomplicated Type B Aortic In... by Wang Y, Wu X, Wang Y, Zhang Z, Liu X, Sun D, Liu X, Zhou T, Wang X

“…The model’s performance was evaluated using the area under the curve (AUC), calibration curves, decision curve analysis (DCA), and net reclassification index (NRI).Results: Among the 332 patients, 217 were male (65.4%), with a mean age of 64.3± 9.4 years. Multivariate logistic regression and LASSO regression analyses identified SIRI, anemia, diabetes, maximum diameter of aortic diameter (MDAD), and ulcer like projection (ULP) as independent predictors of ARAEs. …”
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Identification of biomarkers for knee osteoarthritis through clinical data and machine learning models by Wei Chen, Haotian Zheng, Binglin Ye, Tiefeng Guo, Yude Xu, Zhibin Fu, Xing Ji, Xiping Chai, Shenghua Li, Qiang Deng

“…Based on these rankings, predictive models were constructed using Logistic Regression (LR), Random Forest (RF), eXtreme Gradient Boosting (xGBoost), Naive Bayes (NB), Support Vector Machine (SVM), and Decision Tree (DT) algorithms. …”
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Examining differences in exposure to digital marketing of unhealthy foods reported by Canadian children and adolescents in two policy environments by Laura Vergeer, Carolina Soto, Mariangela Bagnato, Elise Pauzé, Ashley Amson, Tim Ramsay, Dana Lee Olstad, Vivian Welch, Monique Potvin Kent

“…Participants self-reported their frequency of exposure to food marketing via various digital platforms and marketing techniques. Logistic regression and proportional odds models examined differences in exposure by province and age group, adjusting for sociodemographic characteristics and digital device usage. …”
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Nomogram based on the neutrophil-to-lymphocyte ratio and MR diffusion quantitative parameters for predicting Ki67 expression in hepatocellular carcinoma from a prospective study by Yu-chen Wei, Liang yun, Yan-ling Liang, Robert Grimm, Chongze Yang, Yuan-fang Tao, Sheng-chen Jiang, Jin-yuan Liao

“…Univariate and multivariate logistic regression analyses were conducted using the training set data to construct a model, which was internally validated. …”
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Unified Mobile App for Streamlining Verbal Autopsy and Cause of Death Assignment in India: Design and Development Study by Harleen Kaur, Stuti Tripathi, Manjeet Singh Chalga, Sudhir K Benara, Amit Dhiman, Shefali Gupta, Saritha Nair, Geetha Menon, B K Gulati, Sandeep Sharma, Saurabh Sharma

“…Although computer-coded algorithms have advanced the COD assignment process, data collection in densely populated countries like India remains a logistical challenge. ObjectiveThis study aimed to develop an Android-based mobile app specifically tailored for streamlining VA data collection by leveraging the existing Indian public health workforce. …”
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Validation of biomarkers and clinical scores for the detection of uterine leiomyosarcoma: a case-control study with an update of pLMS by Marcus Vollmer, Günter Köhler, Julia Caroline Radosa, Marek Zygmunt, Julia Zimmermann, Martina Köller, Christine Seitz, Helena Bralo, Marc Philipp Radosa, Askin Cangül Kaya, Johann Krichbaum, Erich-Franz Solomayer, Lars Kaderali, Zaher Alwafai

“…Missing values were imputed by random forest imputation to create the updated scoring system ‘pLMS2’ using penalized logistic regression based on the pooled data sets of 384 uLMS and 1485 LM. …”
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Association between sex steroid hormones and α-klotho: Results from the NHANES 2013-2016 and Mendelian randomization study by Andong Guo, Pengcheng Chen, Jishuang Cao, Chenrui Wu, Sentai Ding

“…Methods: Based on data from the National Health and Nutrition Examination Survey (NHANES) 2013–2016, this study performed weighted multivariable-adjusted logistic regression to evaluate the association between sex steroid hormones and α-Klotho. …”
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Adherence to guidelines for natriuretic peptide testing in heart failure: a nationwide survey of healthcare professionals in Vietnam by Thanh Huong Truong, Doan-Loi Do, Ngoc-Thanh Kim, Nguyen-Son Pham, Quynh-Nga Vu, Anh-Tien Hoang, Van-Sy Hoang, Minh-Tuan Pham, Phuong-Anh Nguyen, The-Anh Le, Ngoc-Anh Thi Tran, Thanh-An Le, Tien-Binh Khong, Diem Thi Nguyen, Dung Van Le, The-Dung Bui, Hai-Ha Thi Tran, Gia-Hoang Le, Huy-Loi Nguyen, Kieu-Ly Thi Nguyen, Minh-Ly Thi Nguyen, Thao-Nguyen Phan, Quoc-Oai Vu, Dinh-Phong Phan, Phuoc Van Ho, Duy-Phuong Dang, Nhat-Quy Cu, Quang-Tao Ha, Thoa Thi Nguyen, Minh-Thu Vu Tran, Xuan-Thu Do, Minh-Tri Huu Bui, Thanh-Trung Thi Nguyen

“…Univariate and multivariate logistic regression analyses were used to estimate the Odds Ratio (ORs) and 95% CIs for associations between guideline adherence and selected covariates.Results Over half of the participants adhered to the natriuretic peptide testing guidelines (57.4%). …”
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Water, Sanitation and Hygiene in a Conflict Area: A Cross-Sectional Study in South Kordofan, Sudan by Rofida Asmally, Abdelmalik A. Imam, Abdullatif Eissa, Abubakr Saeed, Ahmed Mohamed, Eahaa Abdalla, Mariam Alazraa M. Esmaeel, Mariam Elbashir, Mohamed H. Elbadawi, Mohammed Omer, Raghad Eltayeb, Ranya Mohammed, Tibyan Abdalhamed, Tina Merghani

“…Descriptive statistics, univariate analysis and logistic regression were used to analyse the data. …”
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The Clinical Value of the Combined Detection of Systemic Immune-Inflammation Index (SII), Systemic Inflammation Response Index (SIRI), and Prognostic Nutritional Index (PNI) in Ear... by Zheng J, Zheng L, Wang X, Mao X, Wang Q, Yang Y, Mo D

“…Univariate and multivariate logistic regression analyses were utilized to verify independent risk factors for patients, and constructed the nomograms. …”
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