Clinical characteristics, therapeutics, and treatment outcomes of adult patients with anti-melanoma differentiation-associated gene 5 dermatomyositis: A single-center experience fr... by Shivraj Padiyar, Aswin M Nair, Bijesh Yadav, Prathyusha Manikuppam, Jha Avanish, Abhilasha Arvind Manwatkar, John Mathew

“…Factors predicting mortality were determined by logistic regression analysis. Data were analyzed using the Statistical Package for the Social Sciences (SPSS) version 25. …”
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Consistent Condom Use and Associated Factors among HIV-Positive Clients on Antiretroviral Therapy in North West Ethiopian Health Center, 2016 GC by Mohammed Seid Ali, Eleni Tesfaye Tegegne, Mekibib Kassa Tesemma, Kaleab Tesfaye Tegegne

“…Descriptive statistics was computed and binary and multiple logistic regressions were also conducted to examine the effect of selected independent variables on consistent condom use. …”
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Association between weight-adjusted waist-index and symptoms of sleep apnea in US adults: results from 2015–2018 national health and nutrition examination survey by Edmore Madondo, Paddington T. Mundagowa, Ayesha Mukhopadhyay, Debra Bartelli, Yu Jiang, Fawaz Mzayek

“…A weighted multivariable logistic regression model and smooth curve fitting were used to investigate the association between WWI and sleep apnea symptoms. …”
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Risk factors of 180-day rebleeding after management of blunt splenic injury without surgery and embolization: a national database study by Chung-Yen Chen, Hung-Yu Lin, Pie-Wen Hsieh, Yi-Kai Huang, Po-Chin Yu, Jian-Han Chen

“…The primary endpoint was rebleeding, which was identified if patients underwent splenectomy or TAE at 180 days after discharge. Multivariate logistic regression was used to identify risk factors, which were validated in a separate cohort. …”
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Virtual primary care for people living with dementia in Canada: cross-sectional surveys of patients, care partners, and family physicians by Vladimir Khanassov, Deniz Cetin-Sahin, Sid Feldman, Saskia Sivananthan, Allan Grill, Isabelle Vedel

“…The prevalence of VC use among FPs, PLWD, and care partners was described. Logistic regression models were used to determine characteristics of participants (sociodemographic, urbanicity, frequency and availability of support for connecting with FPs, and FPs’ practice characteristics) associated with any VC use (phone and/or video). …”
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Household dietary diversity and associated factors in rural and peri-urban areas of Mbale District, Eastern Uganda by Sunday Mark Oyet, Robert Mbabazi Kaahwa, Christopher Muggaga, Duncan Ongeng, Ipolto Okello-Uma

“…Pearson Chi-square tested differences in food group consumption, while binary logistic regression in STATA identified socio-economic and demographic predictors of household dietary diversity. …”
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Burden of Anemia among Human Immunodeficiency Virus-Positive Adults on Highly Active Antiretroviral Therapy at Hawassa University Compressive Specialized Hospital, Hawassa, Ethiopi... by Sisay Tesfaye, Melaku Hirigo, Dawit Jember, Mekdes Shifeta, Worku Ketema

“…The data were cleaned and analyzed using SPSS version 21.0 after being manually checked for completeness. Multivariable logistic regression was carried out to detect elements associated with anemia. …”
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Deep learning radiomics nomogram for preoperatively identifying moderate-to-severe chronic cholangitis in children with pancreaticobiliary maljunction: a multicenter study by Hui-min Mao, Kai-ge Chen, Bin Zhu, Wan-liang Guo, San-li Shi

“…Handcrafted radiomics features and deep learning (DL) radiomics features, extracted using transfer learning with the ResNet50 architecture, were obtained from portal venous-phase CT images. Multivariable logistic regression was used to establish the DLRN, integrating significant clinical factors with handcrafted and DL radiomics signatures. …”
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Environmental awareness and plastic use behavior during the Covid-19 pandemic by H. Herdiansyah, Nuraeni .

“…Data analysis was carried out using chi-square to identify partial relationships and logistic regression to distinguish relationships simultaneously.FINDINGS: This study found that 53.2 percent of respondents frequently used plastic during the Covid-19 pandemic. …”
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Trends in clinical encounters and management for infertility among women attending Australian general practice: a national longitudinal study using MedicineInsight, 2011 to 2021 by Alice R Rumbold, Michael Davies, Danielle Mazza, Jacqueline Boyle, Vivienne Moore, Renae C Fernandez, Luke E Grzeskowiak

“…Second, the proportions of women receiving relevant clinical management actions, including selected pathology tests, imaging ordered and selected medications, were calculated. Univariable logistic regression analyses compared the likelihood of women having a documented clinical encounter related to infertility and receiving selected management actions based on individual characteristics. …”
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Prediction of Reproductive Outcomes of Intracytoplasmic Sperm Injection Cycles Using a Multivariate Scoring System by Ahmed Abuelsoud Abden, Momen Ahmed Kamel, Ahmed Nabil Fetih, Ali Haroun Yousef

“…A receiver operating curve (ROC) and a multivariate logistic regression model were used to investigate the predictability of the Younis scoring model for cycle outcomes. …”
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Adherence to Azathioprine/6-Mercaptopurine in Children and Adolescents with Inflammatory Bowel Diseases: A Multimethod Study by Mervat M. Alsous, Ahmed F. Hawwa, Cameron Imrie, Andras Szabo, Eman Alefishat, Rana Abu Farha, Mohammad Rwalah, Rob Horne, James C. McElnay

“…Child self-reported nonadherence rates were significantly higher than parent/guardian reported rates (p=0.013). Binary logistic regression analysis identified age to be independently predictive of adherence, with adolescents (children aged ≥ 13 years old) more likely to be classified as nonadherent. …”
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The Clinical and Economic Impact of Employees Who Are Care Partners of Patients with Multiple Sclerosis by Disease Severity by Barry Hendin, Richard A. Brook, Ian A. Beren, Nathan Kleinman, Cindy Fink, Amy L. Phillips, Carroline Lobo

“…Employee care partners’ demographic/clinical characteristics and direct/indirect costs were compared across predetermined MS severity categories. Logistic and generalized linear regression modeled the costs. …”
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Prevalence and correlates of symptoms of depression, anxiety, and psychological distress among women of reproductive age with delayed conception in urban and peri-urban low to mid-... by Barsha Gadapani Pathak, Gitau Mburu, Ndema Habib, Rita Kabra, Aiysha Malik, James Kiarie, Ranadip Chowdhury, Neeta Dhabhai, Sarmila Mazumder

“…Descriptive analysis was conducted to summarise the characteristics and prevalence of symptoms of depression, anxiety, and psychological distress. Logistic regression was used to identify risk factors for psychological distress.…”
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Dose–response relationship between sedentary time and anxiety and the moderating effect of a 10-min walk: a cross-sectional study by Zheng Tian, Yimiao Li, Nan Zhang, Yong Liu, Yibo Wu, Lan Wang

“…Methods A total of 28,977 individuals were chosen from the Chinese Psychological and Behavioural Study of the Population (PBICR) 2022. Binary logistic regression analyzed the association between sedentary time and anxiety and the interaction effect of daily 10-min walks and sedentary time on anxiety. …”
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Risk factors for growth retardation in children with juvenile idiopathic arthritis: a case-control study by Ying Zhang, Liping Song, Weihu Ma, Ye Wang, Peipei Wang, Xiaolin Zhang, Zhe Zhang, Yuan Zhang, Qianhui Yu, Yang Yu, Lin Zhang

“…The two groups were compared based on their baseline characteristics, disease-related factors, dietary habits, lifestyle, and family background. Logistic regression and receiver operating characteristic (ROC) curve analyses were employed to identify and assess the factors associated with growth retardation. …”
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The correlations between demographic factors, self-efficacy, and quality of life among Indonesian patients with ischemic stroke: A cross-sectional study by Nabila Azzahra, Fitria Handayani, Wahyu Hidayati

“…Data were analyzed using descriptive statistics, logistic regression, and Spearman rank test. Results: The findings revealed that females were 2.213 times more likely (95% CI = 1.128–4.341; p = 0.031) to achieve high self-efficacy compared to males. …”
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Gender-specific dual effects of physical activity on depression and mortality: a nine-year cohort study in Chinese adults aged 45 and above by Dan Shan, Dan Shan, Meina Yang, Meina Yang, Kunyan Zhou, Kunyan Zhou

“…Specific relationships between PA, depression, and mortality were then investigated by applying multivariate logistic regression and Cox proportional hazards models.ResultsHighest quantile levels of PA were correlated with a 37% increase in the risk of new-onset depression in middle-aged (45–59 years) and older adults (>60 years). …”
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CECT-Based Radiomic Nomogram of Different Machine Learning Models for Differentiating Malignant and Benign Solid-Containing Renal Masses by Qian L, Fu B, He H, Liu S, Lu R

“…Four mainstream machine learning algorithm training models, namely, support vector machine (SVM), k-nearest neighbour (kNN), light gradient boosting (LightGBM) and logistic regression (LR), were constructed to determine the best classifier model. …”
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Prevalence and Factors Associated with Intestinal Parasitic Infections among Pregnant Women in West Gojjam Zone, Northwest Ethiopia by Tadesse Hailu, Bayeh Abera, Wondemagegn Mulu, Simachew Kassa, Ashenafi Genanew, Arancha Amor

“…The association between intestinal parasitic infection and determinant factors was assessed by logistic regression. The differences were considered to be statistically significant if the p value was less than 0.05. …”
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