Construction of a column-line graphical model of poor outcome of neoadjuvant regimens for muscle-invasive bladder cancer based on NLR, dNLR and SII indicators by Bo Hu, Longsheng Wang, Shanna Qu, Tao Zhang

“…Clinical data of both groups were compared, related factors affecting the poor outcome after neoadjuvant therapy for MIBC were analyzed by Logistic regression, ensued with analysis of predictive value of poor prognosis by construction of a columnar graph model based on the NLR, dNLR and SII indexes. …”
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A Novel Inflammation-Based Prognostic Score: The Fibrinogen/Albumin Ratio Predicts Prognoses of Patients after Curative Resection for Hepatocellular Carcinoma by Qiaodong Xu, Yongcong Yan, Songgang Gu, Kai Mao, Jianlong Zhang, Pinbo Huang, Zhenyu Zhou, Zheng Chen, Shaodong Zheng, Jiahong Liang, Zhihua Lin, Jie Wang, Jiang Yan, Zhiyu Xiao

“…The optimal cutoff value for the fibrinogen/albumin ratio was selected by receiver operating characteristic (ROC) curve analysis. Correlations between preoperative fibrinogen/albumin ratios and clinicopathologic characteristics were analyzed by χ2 test. …”
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Dementia and Cognitive Impairment in an Urban Multiethnic Indigenous Community from Amazonas by Camila Carlos Bezerra, Noeli das Neves Toledo, Rebeca Lima Sampaio, Breno José Alencar Pires Barbosa, Sonia Maria Dozzi Brucki, Juliana Nery Souza-Talarico

“…Our research aimed to bridge this gap by determining the prevalence of dementia and mild cognitive impairment no dementia (CIND), and the associated factors, in a multiethnic Indigenous community in Manaus, Brazil. …”
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Tacrolimus as Single-Agent Immunotherapy and Minimal Manifestation Status in Nonthymoma Myasthenia Gravis by Weiwei Duan, Yuyao Peng, Wanlin Jin, Song Ouyang, Huan Yang

“…Clinical factors affecting the achievement of MMS and treatment reactivity of different MG subtypes were determined by Cox regression analysis. …”
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Impacts of climate variability and adaptation strategies on staple crop productivity in Sidama, Ethiopia by Sibilo Gashure

“…Using household survey data, multiple linear regression, instrumental variable (2SLS), and multinomial logit models were employed to analyze the relationships between climate factors, adaptation strategies, and crop productivity. …”
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Job characteristics model-based study of the intrinsic motivations for primary care practitioners by Shichao Zhao, Jing Ping, Hong Zhu, Wanting Ji, Yuyan Wang, Ying Wang

“…Multiple linear regression was employed to assess the impact of these factors on job performance. …”
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Lipid accumulation product and visceral adiposity index as independent predictors of long-term survival after gastric cancer immunotherapy by Yuyang Wang, Yi Li, Yusheng Guo, Shanshan Jiang, Jie Lou, Bingxin Gong, Zhiying Li, Lian Yang, Guofeng Zhou

“…Multivariate Cox regression analysis confirmed that high LAP (PFS: HR: 0.403, 95% CI: 0.233– 0.698, P = 0.001; OS: HR: 0.287, 95% CI: 0.153–0.541, P < 0.001) and high VAI (PFS: HR: 0.370, 95% CI: 0.214–0.642, P < 0.001; OS: HR: 0.300, 95% CI: 0.164–0.548, P < 0.001) were independent protective factors for both PFS and OS. …”
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Influence of systemic immunoinflammatory index on major adverse cardiovascular events in patients with coronary heart disease with heart failure as assessed by propensity score mat... by ZhiRong Ren, JinWen Liu

“…The independent risk factors for MACE were analyzed using multifactorial Cox regression. …”
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Age-dependent association between lifestyle oxidative balance score and bone mineral density in children and adolescents: evidence from the NHANES 2015–2018 by Suman Li, Yuan Mao

“…The mediation effect of oxidative stress-related indicators in the relationship between OBS and BMD was analyzed using mediation analysis.ResultsFinally, 1196 children and adolescents with a median age of 13 years were included. …”
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Impact of the National Health Insurance Authority-Health Maintenance Organisation Authorisation code system on the knowledge, attitude, and practice related to hypertension among N... by Marvellous Nonye Aniche, Zainab Abubakar Galadima, Josephine O. Abiri, Muhammed Garba, Esther Haruna Michael, Idoko Agumage, Abubakar Mustapha Danraka

“…Quantitative data was analyzed using SPSS (v27.02), while qualitative data underwent thematic analysis with visualization using ATLAS.TI (v25) and MS EXCEL (2019).Result: Correlation and regression analyses showed that the NHIA-HMO Code significantly influenced attitude and practice (r = 0.227, p &amp;lt; 0.001; r = 0.252, p &amp;lt; 0.001) but had no impact on knowledge (r = -0.023, p = 0.336). …”
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Awareness about cervical cancer and its socio-economic determinants among adults in Bangladesh: Results from a nationwide cross-sectional study. by Tariful Islam, Md Abdullah Saeed Khan, Mohammad Delwer Hossain Hawlader, Nur-E-Safa Meem, Fahima Nasrin Eva, Umme Kulsum Monisha, Mohammad Ali Hossain, Mohammad Hayatun Nabi

“…Men had significantly lower odds of being aware compared to women (Adjusted Odds Ratio AOR = 0.41, β = -0.895, 95% CI: 0.23 to 0.70, p = 0.001 in the multiple logistic regression analysis). Similarly, respondents not cohabitating with their spouse were less aware than those who were living with partners (AOR = 0.47, β = -0.750, 95% CI: 0.28 to 0.81, p = 0.006). …”
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Effect of early neuroendovascular team involvement in acute stroke protocol: a retrospective study by Hitoshi Mori, Hitoshi Mori, Masahiro Kashiura, Ichiro Suzuki, Fumiko Ono, Yuya Yoshimura, Takashi Moriya

“…Secondary outcomes included time metrics for initiation of tPA and/or EVT. Logistic regression analysis estimated the effects of the protocol, adjusting for confounders, including age, sex, baseline National Institutes of Health Stroke Scale score, and pre-hospital factors. …”
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Construction and validation of a nomogram prediction model for antiviral efficacy based on clinical characteristics and intestinal microflora distribution in patients with chronic... by Hongjie Wu, Mingqiang Yue, Tianbao Wang, Xiaoxia Wei, Yanping Wang, Changyun Si

“…In the training set, multivariate logistic regression was used to analyze the risk factors for the failure of antiviral therapy and the nomogram prediction model was constructed. …”
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Role of Good Governance Indicators in Controlling Corruption by Utami Nur, Dyah Mutiarin, Hazel D. Jovita, Perla P. Palomares, Jack B. Isolana

“…A total of 98 respondents were selected through purposive sampling. Data analysis was conducted using Structural Equation Modeling (SEM) with Partial Least Squares (PLS) to assess the reliability, validity, and regression performance of the good governance indicators. …”
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Preoperative combined biomarker model of fibrinogen-to-albumin ratio and systemic immune-inflammation index to carbohydrate antigen 19-9 ratio predicts survival in distal cholangio... by Fangfei Wang, Qiang He, Shaocheng Lyu

“…Multivariable Cox regression identified independent prognostic factors, and a nomogram was constructed for survival prediction. a nomogram integrated independent risk factors into a predictive model, then calibration curves and decision curve analysis (DCA) collectively validated the model’s prognostic capability. …”
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Prognostic Value of Inflammatory Indices in Papillary Gastric Carcinoma with Different Proportions of Papillary Components by Wang Y, Zhu M, Xue Y

“…Independent prognostic risk factors were identified using the Cox regression model and integrated into a nomogram, with calibration plots and decision curves used to evaluate predictive performance.Results: Compared to NAPGC patients, APGC patients demonstrated higher pT stage and carcinoembryonic antigen (CEA) levels, with poorer survival outcomes. …”
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Impact of obesity severity on postoperative outcomes and recovery progress in patients undergoing unilateral biportal endoscopy for degenerative lumbar disc herniation by Xiulei Xu, Jun Li, Jie Song, Gang Zhou, Jiren Cai, Xiaorui Zhang

“…Multivariate logistic regression was conducted to examine factors affecting early mobilization (within 24 h), length of hospital stay, and anesthesia recovery time. …”
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Comparative adverse event profiles of triplet therapy versus docetaxel-based therapy in patients with metastatic prostate cancer: a multicenter retrospective study by Fumihiko Urabe, Hirokazu Kagawa, Takafumi Yanagisawa, Hidetsugu Takahashi, Masaki Hashimoto, Shuhei Hara, Wataru Fukuokaya, Yu Imai, Kosuke Iwatani, Taro Igarashi, Mahito Atsuta, Kojiro Tashiro, Masaya Murakami, Shunsuke Tsuzuki, Brendan A. Yanada, Toshihiro Yamamoto, Kenichi Hata, Hiroki Yamada, Jun Miki, Takahiro Kimura

“…Logistic regression models were used to assess risk factors. …”
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Next-Generation Sequencing–Based Testing Among Patients With Advanced or Metastatic Nonsquamous Non–Small Cell Lung Cancer in the United States: Predictive Modeling Using Machine L... by Alan James Michael Brnabic, Ilya Lipkovich, Zbigniew Kadziola, Dan He, Peter M Krein, Lisa M Hess

“…Patients with nonsquamous disease, who received systemic therapy for NSCLC, and had at least 3 months of follow-up data for analysis were included in this study. Three strategies, logistic regression models, penalized logistic regression using least absolute shrinkage and selection operator penalty, and extreme gradient boosting with classification trees as base learners, were used to identify predictors of ever versus never and early versus late NGS testing. …”
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Effect of Diagnostic Curettage on the Outcome of Medical Treatment for Tubal Pregnancy by Lisha Yang, Xuanyin Wang, Jiahan Qiu, Cheng Zeng

“…Univariate analysis and multivariate logistic regression were used to adjust for confounding factors. …”
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