Predictors of response to peri-arrest bolus epinephrine in children by Jill L. Sorcher, Harshannie Kundun, Shivani Mehta, Anne V. Grossestreuer, Michael W. Donnino, Monica E. Kleinman, Catherine E. Ross

“…Patients were categorized as non-responders if the change in SBP was ≤ 10 mmHg. The primary analysis used a multivariate logistic regression model to determine factors associated with responder status via manual backward stepwise regression. …”
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Developing a predictive model for septic shock risk in acute pancreatitis patients using interpretable machine learning algorithms by Binglin Song, Ping Liu, Kangrui Fu, Chun Liu

“…SHAP analysis revealed that white blood cell count, total bilirubin (bilirubin total), and bicarbonate (HCO 3 – ) levels were the three most critical risk factors for the development of septic shock in patients with AP. …”
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Gilteritinib maintenance after allogeneic hematopoietic stem cell transplantation for relapsed/refractory acute myeloid leukemia with FLT3-internal tandem duplication mutation by Chen Liang, Donglin Yang, Aiming Pang, Yi He, Rongli Zhang, Weihua Zhai, Sizhou Feng, Mingzhe Han, Suning Chen, Liping Dou, Yu Wang, Xiaojin Wu, Erlie Jiang

“…In multivariate Cox regression analysis, gilteritinib maintenance was the only factor associated with improved OS (HR = 0.395, P = 0.040) and RFS (HR = 0.447, P = 0.030).Conclusions: Our results indicated that gilteritinib maintenance therapy reduced the risk of relapse for FLT3-ITD mutated R/R AML. …”
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Feasibility of Using Statistical Forecasting Method in the Marcal Catchment Area by Máté Szabó, Katalin Bene, Gábor Kerék

“…Multi-level regression analysis, incorporating first- and second-order polynomials, was used to predict flood peaks at this outflow. …”
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The Effect of Inflation, BI Rate, and Profit-Sharing Rate on NPF in Islamic Banks by Nisrina Qurrotul ’Aini, Shandrina Agustin Rahayu, Irwan Sutirman Wahdiat, Mardi Mardi

“…Using a quantitative approach, secondary data from eight Islamic Commercial Banks (BUS) registered with the Financial Services Authority (OJK) during the 2019–2023 period were analyzed. The study employed multiple linear regression analysis and classical assumption tests, including normality, multicollinearity, heteroscedasticity, and autocorrelation tests using SPSS version 25. …”
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The impact of health risk communication on self-perceived health and worry of targeted groups: Lessons from the Swedish COVID-19 response. by Jonna Rickardsson, Charlotta Mellander

“…Using ordered logit regression, we compared perceived health and virus-related concerns between individuals just below (68-69 years) and just above (70-71 years) the high-risk age threshold, controlling for demographic factors.…”
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Clinical Profile and Outcome of Coronavirus Disease-2019 in Kidney Transplant Recipients Admitted to a Tertiary Care Center: A Retrospective Study by Deepak Kumar Panigrahi, Sahil Bagai, Kamakshi Narula Singh, Kunal Raj Gandhi, Pallavi Prasad, Gagan Deep Chhabra, Rahul Grover, Dinesh Khullar

“…Clinical and biochemical characteristics of the survivors and nonsurvivors were studied. The factors affecting the mortality in this cohort were analyzed. …”
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A surgical strategy-based nomogram for primary pulmonary mucoepidermoid carcinoma by Lei Yu, Yanling Peng, Shan Lan, Lu Yang

“…Independent prognostic factors were selected via Cox regression (P < 0.05). …”
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Predictors of Internet Use among Older Adults in Lithuania by Raimonda Sadauskaitė, Antanas Kairys, Ieva Jurevičiūtė, Olga Zamalijeva, Diana Kalnina, Olga Rajevska, Ieva Reine

“…Several health indicators, chronological and subjective age discrepancy, and sociodemographic characteristics were also assessed. Results. Logistic regression analysis revealed that age, place of residence, feeling younger than one’s actual age, and agreeableness as a personality trait predicted the likelihood of internet use. …”
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Exploring the Time to Onset and Early Predictors of Poststroke Spasticity Combined With Surface Electromyography: Protocol for a Nested Case-Control Study by Simeng Song, Shiliang Wang, Shanshan Zeng, Wenqing Wu, Lingying Wu, Xukun Tang, Xiongxing Sun, Dahua Wu, Le Xie

“…Logistic regression analysis was used to investigate factors affecting treatment outcomes. …”
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Socio‐economic indicators of demographic disadvantage in the Altai Krai by M.I. Cherepanova, S.A. Meshalkin, I.P. Sаutinа, Ya.A. Chistopashin

“…Methods. Theoretical analysis, analysis of current regional statistics of economic indicators, sociological survey, regression analysis of the data obtained. …”
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Lower mortality following surgical management for distal femur fractures: A cohort study by Yan Yui Benedict Cheung, Chun Fung Chan, Wai Ming Chan, Alexander Kai Yiu Choi

“…Patient demographics, comorbidities, and management characteristics were examined and analyzed. Kaplan-Meier survival analysis was done to delineate differences in mortality rates between surgical and conservative management. …”
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Epidemiological and clinical characteristics of children with pertussis: a 6-year retrospective cohort study in Chengdu, China by Qing Yang, Dong-Mei Wang, Qi An, Liang Huang

“…Univariate and multivariate Cox regression and the autoregressive integrated moving average model were used for identifying risk factors, and epidemiological trend analysis was performed.ResultsWe analyzed the data of 643 children with pertussis, 351 (54.59%) were younger than 6 months and 344 (53.50%) had a positive contact history. …”
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Predictive value of inflammatory marker PLR in prostate cancer by Junhao Sun, Yu Song, Yunfei Tan, Limin Ma, Huyang Xie

“…ROC curve analysis was conducted to evaluate the discriminative ability of risk factors for PCa. …”
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Laparoscopic retroperitoneal necrosectomy in patients with necrotizing pancreatitis: addressing the limitations of traditional treatment options by Jinjian Li, Zihao Huang, Bo Shen, Hong Yu

“…In the multivariate regression analysis of complications classified as Clavien-Dindo grade ≥ III, length of stay (LOS) in the ICU (OR = 1.026;95% confidence interval [CI], 1.005 to 1.047; P = 0.015), and the presence of extrapancreatic infections (OR = 3.656;95% confidence interval [CI], 1.443to 9.261; P = 0.006) were identified as risk factors. …”
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The economic burden of households affected by tuberculosis in Brazil: First national survey results, 2019-2021. by Ethel Leonor Noia Maciel, Letícya Dos Santos Almeida Negri, Leticia Molino Guidoni, Geisa Carlesso Fregona, Fernanda Dockhorn Costa Johansen, Mauro Niskier Sanchez, Adriana da Silva Rezende Moreira, Fredi Alexander Diaz-Quijano, Maiko Tonini, Eliana Zandonade, Julia Ershova, Peter Nguhiu, Inés Garcia Baena

“…We used descriptive statistics to analyze the cost drivers and multivariate logistic regression to determine factors associated with catastrophic costs.…”
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Correlation between mean platelet volume and glomerular filtration rate in patients with early diabetic kidney disease by LIU Jing-qin, FENG Ran, QIAN Lin, LI Yan, YU Yang, CUI Bo-kun, WEI Wei

“…Objective To explore the correlation between mean platelet volume(MPV) and glomerular filtration rate(eGFR) in patients with early diabetic nephropathy,in order to lay basis for prevention and treatment of early diabetic kidney disease(DKD).Methods A total of 327 patients with type 2 diabetes who hospitalized in the First Hospital of Baoding from January 2016 to January 2019 were selected as the subjects.They were divided into 2 groups according to the urinary microalbumin/creatinine ratio(ACR):the normal albumin group(NA group,n=237)(ACR<30 mg/g),microalbuminuria group(MIA group,n=90)(ACR 31～300 mg/g),and 90 healthy adults who conducted physical examinations in our hospital in the same period were selected to be control group.The following indices were detected:platelet count(PLT),mean platelet volume(MPV),platelet distribution width(PDW),fasting pasma glucose(FPG),glycosylated hemoglobin(HbA1 c),total cholesterol(TC),triglyceride(TG),high density lipoprotein cholesterol(HDL-C),uric acid(UA),hyper-sensitive-C-reactive protein(hs-CRP),serum creatinine(Cr),and eGRF.SPSS21.0 statistical software was adopted to conduct t test and variance analysis.Pearson correlation analysis was used,and multi-variate Logistic regression analysis was used to analyze the influencing factors.Results The levels of MPV in the NA group and MIA group were much higher than those in control group(P<0.05),and the MPV level in the MIA group was significantly higher than that in the NA group,with statistically significant differences(P<0.05).MPV was positively correlated with HbA1 c,TC,TG,SUA,SCr,ACR and hs-CRP(P<0.05).MPV was negatively correlated with eFGR and HDL-C levels(P< 0.05).Multiple stepwise regression analysis showed that HbA1 c,MPV and ACR were independent risk factors for early diabetic kidney disease in patients with T2 DM(P< 0.05). …”
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Prediction of peripartum depression by oxytocin levels, Edinburgh Postnatal Depression Scale scores and lack of social support: a prospective study by Yanyan Lu, Xiaoxuan Qi, Qing Cheng, Jing Sun

“…The multivariable logistic regression analysis model was applied to analyze the factors related to PPD at 4 weeks postpartum. …”
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Community structure and diversity of soil nematodes in different slope directions of wild cherry plum forests in Xinjiang, China by CAO Jing, CUI Dong, JIANG Zhicheng, YAN Jiangchao, WU Yunhao, LIU Junqi, GUO Jinfeng, HAN Yaxin, HAN Shutong

“…Correlation analysis showed that soil available phosphorus was the main factor affecting the composition and diversity of nematode community. …”
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Determinants of Wheat Commercialization among Smallholder Farmers in Debre Elias Woreda, Ethiopia by Birara Endalew, Mezegebu Aynalem, Fenta Assefa, Zemen Ayalew

“…Similarly, the output commercialization index and the beta regression model have been employed for data analysis. …”
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