Preoperative Risk Assessment of Lymph Node Metastasis in cT1 Lung Cancer: A Retrospective Study from Eastern China by Chengyan Zhang, Guanchao Pang, Chengxi Ma, Jingni Wu, Pingli Wang, Kai Wang

“…A predictive model of N2 metastasis was established with dichotomous logistic regression, externally validated and compared with previous models. …”
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Exploring the drivers of adolescent sexual and reproductive healthcare-seeking behavior in northwestern Botswana: a cross-sectional analysis by Mackenzie Lawson, Helen Apps, Peggie Ramaphane, Francis Barchi

“…Students identified logistical barriers, including not knowing where to go, long distances to services, and limited operating hours. …”
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Prevalence and Predictors of Nonadherence to Diet and Physical Activity Recommendations among Type 2 Diabetes Patients in Southwest Ethiopia: A Cross-Sectional Study by Getandale Zeleke Negera, Dariowani Charles Epiphanio

“…Multivariate logistic regression was performed to identify independent predictors. …”
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Factors Associated with Serious Injuries among Adolescents in Ghana: Findings from 2012 Global School Health Survey by Martin Ackah, Mohammed Gazali Salifu, Hosea Boakye

“…The significant variables from the chi-square test were selected for multiple logistic regression analysis. Multiple logistic regression was performed to estimate the adjusted odds ratio (AOR) at 95% confidence interval (CI). …”
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Development and validation of a novel bleeding risk prediction tool for aspirin users with a low body mass index by Lu Yifang, Lei Wanlin, Wang Maofeng

“…Subsequently, these important features underwent multivariate logistic regression analysis. Based on independent bleeding risk factors, a logistic regression model was constructed and presented as a nomogram. …”
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Machine Learning for the Early Prediction of Delayed Cerebral Ischemia in Patients With Subarachnoid Hemorrhage: Systematic Review and Meta-Analysis by Haofuzi Zhang, Peng Zou, Peng Luo, Xiaofan Jiang

“…ResultsWe finally included 48 studies containing 16,294 patients with SAH and 71 ML models with logistic regression as the main model type. In the training set, the pooled concordance index (C index), sensitivity, and specificity of all the models were 0.786 (95% CI 0.737-0.835), 0.77 (95% CI 0.69-0.84), and 0.83 (95% CI 0.75-0.89), respectively, while those of the logistic regression models were 0.770 (95% CI 0.724-0.817), 0.75 (95% CI 0.67-0.82), and 0.71 (95% CI 0.63-0.78), respectively. …”
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Association between fasting blood glucose and psychotic symptoms in Chinese patients with first-episode drug-naïve major depressive disorder by Xingzhi Xia, Hanxu Deng, Wei Ren, Lin Yang, Yingzhao Zhu, Yaozhi Liu, Junjun Liu, Xueli Zhao, Fengnan Jia, Xiangdong Du, Xiangyang Zhang

“…Results Multivariate logistic regression analysis showed that FBG was positively associated with the risk of PD in FEDN MDD patients (OR = 1.68, 95% CI: 1.31 to 2.13; P < 0.05). …”
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The Use of Patient-Reported Outcomes in Clinical Practice: A National Survey of Hand Surgeons by Stephanie Choo, MD, Rown Parola, MD, Benjamin Kirby, MD, Daniel A. London, MD

“…Purpose: Patient-reported outcome measures (PROMs) use in practice could be limited secondary to logistical constraints and lack of consensus regarding PROMs’ clinical value. …”
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Harmony in healthcare: recommended infant feeding practices and associated factors among HIV positive mothers in Eastern Ethiopian hospitals by Muluken Yigezu, Natnael Kebede

“…Variables with a p-value < 0.25 in univariable logistic regression analysis were considered for multivariable logistic regression analysis, and statistical significance was determined at a P-value < 0.05 with a 95% confidence interval. …”
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Hygienic complementary feeding practice and its associated factors among mothers having children aged 6–23 months in Antsokia Gemza district, Ethiopia: a cross-sectional survey by Eyob Ketema Bogale, Tefera Chane, Getachew Tadegew

“…Bivariable and multivariable binary logistic regression were employed to identify predictor variables of hygienic practice in complementary feeding with a p value &lt;0.25 entered into the multivariable logistic regression model. …”
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Solid Waste Management Practice and Its Associated Factors among Households in Gessa Town, Dawuro Zone, Southwest Ethiopia by Matiwos Maldaye, Desta Haftu, Sewunet Sako, Zenebe Jebero, Fikre Moga, Ayichew Alemu

“…Each independent variable with a p value <0.25 in the bivariable logistic regression was included in the multivariable logistic regression model. …”
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The clinical evaluation of the triglyceride-glucose index as a risk factor for coronary artery disease and severity of coronary artery stenosis in patients with chronic kidney dise... by Dan Liu, Xiaoyang Guan, Ruoxin Chen, Ci Song, Shanhu Qiu, Shengchun Xu, Jingyuan Cao, Hong Liu

“…CAS was measured by coronary angiography, and the CAS score was calculated as the Gensini score. Logistic regression analysis was used to determine the related factors of CAD and severe CAS.Results A total of 943 patients were enrolled in this cross-sectional study and 720 (76.4%) of these patients were diagnosed with CAD. …”
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Transportation considerations in underserved patient populations receiving multidisciplinary head and neck cancer care by Luke Stanisce, Donald H Solomon, Liam O'Neill, Nadir Ahmad, Brian Swendseid, Gregory J Kubicek, Yekaterina Koshkareva

“…Physical distance to care was not associated with transportation type, missed appointments, or disease recurrence.ConclusionsUnderserved, underinsured patient populations face significant logistical challenges with transportation, which may be mitigated by alternative models of care delivery, such as multidisciplinary clinics.…”
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Seroprevalence and Risk Factors of Chlamydia abortus Infection in Tibetan Sheep in Gansu Province, Northwest China by Si-Yuan Qin, Ming-Yang Yin, Wei Cong, Dong-Hui Zhou, Xiao-Xuan Zhang, Quan Zhao, Xing-Quan Zhu, Ji-Zhang Zhou, Ai-Dong Qian

“…Gender of Tibetan sheep was left out of the final model because it is not significant in the logistic regression analysis (P>0.05). Region, season, and age were considered as major risk factors associated with C. abortus infection in Tibetan sheep. …”
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Investigating the role of the metabolic score for visceral Fat in assessing the prevalence of chronic kidney disease from the NHANES 1999–2018 by Xingcheng Zhou, Jiayi Xiang, Shuxian Zhang, Jun Yang, Yi Tang, Yalan Wang

“…The results revealed a significant positive association, with multivariable logistic regression showing that each unit increase in METS-VF was associated with an 86% higher risk of CKD (OR: 1.86, 95% CI: 1.48–2.34). …”
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Body Mass Index mediates the relationship between estimated glucose disposal rate and gallstones by Shuaipeng Yuan, Yuexia Lu, Zhun Xiao, Suping Ma

“…A significant negative association between eGDR and gallstones was observed by fully adjusted multivariate logistic regression analysis with an OR of 0.90 and a 95% confidence interval (CI) of (0.83, 0.98). …”
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Analysis of Caputo Impulsive Fractional Order Differential Equations with Applications by Lakshman Mahto, Syed Abbas, Angelo Favini

“…We use Sadovskii's fixed point method to investigate the existence and uniqueness of solutions of Caputo impulsive fractional differential equations of order with one example of impulsive logistic model and few other examples as well. We also discuss Caputo impulsive fractional differential equations with finite delay. …”
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The good, the better and the challenging: Insights into predicting high-growth firms using machine learning by Sermet Pekin, Aykut Şengül

“…This study aims to classify high-growth firms using several machine learning algorithms, including K-Nearest Neighbors, Logistic Regression with L1 (Lasso) and L2 (Ridge) Regularization, XGBoost, Gradient Descent, Naive Bayes and Random Forest. …”
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Effect of Parenting on Stunting Incidence in Infant Aged 0-59 Months Old by Andi Surahman Batara, Idhar Darlis

“…The data obtained were further analyzed through logistic regression with the assistance of SPSS Version 26.  …”
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Prevalence and Associated Factors Related to Tobacco Consumption Among University Students in Malaysia by Chui Yi Chow, Md Zobaer Hasan, Anton Abdulbasah Kamil

“…Descriptive statistics, Pearson's chi-square test, Fisher's exact test and simple and multiple logistic regression analyses were performed using the IBM SPSS version 26.0 to analyse the data. …”
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