A Predictive Model for Pulmonary Aspergillosis in ICU Patients: A Multicenter Retrospective Cohort Study by Li Y, Ren X, Wang Q, Shen S, Li Y, Qian X, Tang Y, Jia J, Zhang H, Ding J, Song Y, Zhang S, Wang S, Xu Y, Jiang Y, He X, Dai M, Zhong L, Xiong Y, Pan Y, Wang M, Shao H, Cai H, Huang L, Wang H

“…In the training cohort, potential influencing factors were identified through univariate analysis, clinical practice, and existing literature, and a risk prediction model was constructed using multivariate logistic regression analysis. The performance of this model was then assessed and validated in the validation cohort.Results: Out of 1737 patients initially included in the study, 898 were ultimately analyzed, of which 100 (11%) were diagnosed with IPA. …”
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Associations of sedentary time, sleep duration and physical exercise with multimorbidity among older adults in Shanghai, China: a cross-sectional study based on national physical f... by Kai Li, Jingjing Wang, Yuqin Rao, Fanhui Zheng, Ying Chen, Bo Zhai, Jintao Hong, Dao Wang, Chen Wang, Bao Liu

“…Methods In a cross-sectional sample of older adults (aged 60–79) from the Fifth National Physical Fitness Surveillance in Shanghai, latent class analysis (LCA) was used to identify multimorbidity patterns among 9 chronic diseases. Multinomial logistic regression was performed to analyze the associations between sedentary time, sleep duration, physical exercise, and the different multimorbidity patterns. …”
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Prevalencia de reamputación en amputaciones menores del pie en pacientes con pie diabético, estudio de corte transversal by C.A. Sánchez Correa, I. Briceño Sanín, J.J. Bautista Valencia, M.E. Niño, J. Robledo Quijano

“…A descriptive analysis of all variables is presented, as well as prevalence ratios (PR) and a multivariate logistic regression. Results: The prevalence was of 48% for 15 years. …”
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Evaluating Digital Rehabilitation Outcomes in Chronic Musculoskeletal Conditions Across Non-Obesity, Obesity, and Severe Obesity by Pereira AP, Janela D, Areias AC, Molinos M, Tong X, Bento V, Yanamadala V, Cohen SP, Correia FD, Costa F

“…Depending on the clinical outcomes, latent basis growth analysis and logistic regression were used.Results: Completion rates were high across all groups (77.5– 85.6%), although slightly lower in the obesity groups. …”
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[Translated article] Reamputation prevalence after minor feet amputations in patients with diabetic foot: A cross sectional study by C.A. Sánchez Correa, I. Briceño Sanín, J.J. Bautista Valencia, M.E. Niño, J. Robledo Quijano

“…A descriptive analysis of all variables is presented, as well as prevalence ratios (PR) and a multivariate logistic regression. Results: The prevalence was of 48% for 15 years. …”
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Analysis of the current situation and risk factors of frailty in elderly patients with type 2 diabetes (老年2型糖尿病患者衰弱现状及影响因素分析) by LI Li (李莉), YING Yanping (应燕萍)

“…方法 通过采用方便抽样法, 选择广西医科大学第一附属医院内分泌科收治的120名老年患者作为研究对象, 收集社会人口学资料、生活方式、疾病相关资料等数据, 并使用Fried衰弱量表对患者的衰弱状况进行评估, 并将其分为衰弱组和非衰弱组, 采用微型营养评定简表、简版老年抑郁量表调查患者的营养状况、抑郁情况。采用单因素、多因素Logistic回归分析探究老年2型糖尿病患者衰弱的影响因素。结果 老年2型糖尿病患者衰弱的发生率为22. 50% (27/120)。…”
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高龄女性新鲜与冷冻胚胎移植后妊娠及围产结局 by 王辉田, 张小霞, 朱洁茹, 李涛

“…方法回顾性队列研究分析2015年9月至2020年5月期间在中山大学附属第三医院生殖医学中心首次接受体外受精/卵胞浆内单精子注射治疗且进行首次胚胎移植≥35岁的女性患者，共纳入1 622例患者的1 622个胚胎移植周期，其中新鲜胚胎移植903例患者 （新鲜胚胎移植组），冷冻胚胎移植719例患者 （冷冻胚胎移植组），比较两组患者的基线特征、妊娠结局、妊娠期并发症发生率和围产结局。通过logistic回归分析调整混杂因素后，分析两组胚胎移植方案的妊娠结局及并发症的发生率。结果高龄女性患者新鲜胚胎移植临床妊娠率为40.2%，冷冻胚胎移植的临床妊娠率为36.6%，两组相比差异有统计学意义［OR 95%CI为1.66 （1.323，2.078），<italic>P</italic>＜0.001］；两组患者的流产率［25.1% <italic>vs.…”
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Development and validation of a screening tool for sepsis without laboratory results in the emergency department: a machine learning studyResearch in context by Shan Jiang, Shuai Dai, Yulin Li, Xianlong Zhou, Cheng Jiang, Cong Tian, Yana Yuan, Chengwei Li, Yan Zhao

“…The qSepsis was derived by three ML algorithms, including logistic regression (LR), random forest (RF), and extreme gradient boosting (XGB). …”
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Treatment failure and drug resistance among the newly reported HIV-infected patients in Taizhou City from 2020 to 2022 by LI Yan, WU Xuanhe, SHI Lu, LI Guixia, WANG Shanling, WANG Yating, CHEN Tailin, WANG Tingting, XIE Yali, SHEN Weiwei, LIN Haijiang, CHEN Xiaoxiao, HE Na

“…ObjectiveTo analyze the failure of antiretroviral therapy (ART) and drug resistance characteristics among the newly reported HIV-infected patients in Taizhou City from 2020 to 2022.MethodsBlood samples, sociodemographic characteristics and ART information of the newly reported HIV-infected patients who received ART for ≥6 months in Taizhou City from 2020 to 2022 were collected for the detection of recent infections and HIV-1 genotypic drug resistance. Multivariate logistic regression analysis was used to analyze the influencing factors of treatment failure. …”
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Cutin formation in tomato is controlled by a multipartite module of synergistic and antagonistic transcription factors by Yuan Shi, Changhao Deng, Xiangyin Lu, Yan Wang, Yaowen Pan, Deding Su, Wang Lu, Yuxiang Lin, Rui Li, Junnan Han, Yanwei Hao, Yi Chen, Ghassen Abid, Julien Pirrello, Mondher Bouzayen, Yudong Liu, Zhengguo Li, Baowen Huang

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Three in four children age 12–23 months missed opportunities for vaccination in Sub-Saharan African countries: a multilevel mixed effect analysis of demographic health and surveys... by Melak Jejaw, Tesfahun Zemene Tafere, Misganaw Guadie Tiruneh, Asebe Hagos, Getachew Teshale, Mikias Mered Tilahun, Wubshet D. Negash, Kaleb Assegid Demissie

“…Bi-variable and multivariable logistic regression analyses were done to ascertain factors associated with a missed opportunity for vaccination at a p-value less than 0.05 with adjusted odds ratios (AORs) with a 95% confidence interval. …”
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Association of extreme high temperature weather with non-accidental deaths among residents of Yichang city: a time-stratified case-crossover analysis by Xiaoyan MING, Yang HAN, Zhongcheng YANG, Zaoxia WANG, Shuguang XIE, Chuangang FAN

“…A time-stratified case-crossover design with a conditional logistic regression model was used to analyze the effects of nine extreme high temperature events on the risk of non-accidental death among Yichang residents. …”
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Association between dietary patterns and glycemic control in type II diabetes mellitus patients by Ye Qiang, Xingchen Lu, Yuchao Zhang

“…Methods: Main dietary patterns were identified using the sparse principal components analysis (SPCA). Logistic regression analysis was applied to investigate the association between each dietary pattern and the risk of hyperglycemia with odds ratios (OR) and 95% confidence intervals (CI). …”
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Investigate of preoperative hope level and analysis of influencing factors in elderly patients with femoral neck fracture (老年股骨颈骨折患者术前希望水平及影响因素分析)... by ZHANG Caixia (张彩侠), LI A Min (李阿敏), PAN Rusheng (潘如胜), LI Ling (李玲), CHE Xia (车侠)

“…方法 采用方便抽样法, 选取2020年1月—2021年12月医院骨科收治符合条件的年龄≥65岁206例老年股骨颈骨折术前的患者为研究对象, 采用一般资料调查表、Herth希望量表(HHI)、一般自我效能感量表(GSES)进行问卷调查, 采用非条件Logistic回归分析找出患者术前希望水平的影响因素。结果 206例老年股骨颈骨折患者术前HHI量表总分(31. 73±9. 68)分; 各维度得分情况为: 对现实和未来的积极态度(9. 14±1. 10)分、采取积极的行动(11. 69±5. 36)分、与他人保持亲密的关系(10. 89±3. 22)分; 其中高希望水平63(30. 58%)例, 中等希望水平131(63. 59%)例, 低希望水平12(5. 83%)例。…”
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Comparative analysis of C-Reactive protein levels among Non-comorbid, Comorbid, and Multimorbid Hospitalized COVID-19 patients by Maria Shoukat, Haseeb Khan, Moona Nazish, Abdur Rehman, Sheharyar Raashid, Saad Ahmed, Wajid Munir, Abdulwahed Fahad Alrefaei, Massab Umair, Muhammad Osama Bin Abid, Nasim Akhtar, Wajid Zaman, Malik Badshah

“…The Cox regression analysis showed that there is a considerable association of CRP level with the expected length of hospitalization, each 1-unit increase in CRP levels was associated with a 0.6% increase in extended stay risk (hazard ratio = 1.006, 95% CI: 1.004–1.008, p < 0.001). Furthermore, the logistic regression analysis performed on CRP levels that was monitored on the first day of hospitalization, revealed that there was a 2.7% increase in mortality odds with each unit increase in CRP (odds ratio = 1.027, 95% CI: 1.022–1.033, p < 0.001), which suggest CRP as a potential mortality predictor. …”
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Comments on: “Early High-Titer Convalescent Plasma Therapy in Patients with Moderate and Severe COVID-19” [Transfusion and Apheresis Science 61 (2022) 103321] by Seyed Reza Hosseiniara

“….,1 among Iranian patients treated with convalescent plasma therapy.Fazeli et al. conducted a multivariate logistic regression analysis to assess the effectiveness of high-titer convalescent plasma therapy in patients with moderate COVID-19. …”
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Prevalence and determinants of home delivery among pregnant women in Somaliland: Insights from SLDHS 2020 data by Hodo Abdikarim, Abdisalam Hassan Muse, Mukhtar Abdi Hassan, Yahye Hassan Muse

“…Design: A cross-sectional study design was employed, utilizing data from a nationally representative sample of 3250 women in Somaliland. A multivariate logistic regression analysis was conducted to examine the factors influencing the likelihood of home delivery. …”
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Development of a clinical decision support tool for Primary care Management of lower Urinary tract Symptoms in men: the PriMUS study by Adrian Edwards, Ridhi Agarwal, Janine Bates, Alison Bray, Sarah Milosevic, Emma Thomas-Jones, Michael Drinnan, Marcus Drake, Peter Michell, Bethan Pell, Haroon Ahmed, Natalie Joseph-Williams, Kerenza Hood, Yemisi Takwoingi, Chris Harding

“…Statistical analysis Three separate logistic regression models generated with index test variables to predict the presence of bladder outlet obstruction, detrusor overactivity, detrusor underactivity conditions in men with lower urinary tract symptoms. …”
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Protecting the Autonomy of Patients with Severe Mental Illness Through Psychiatric Advance Directive Peer-Facilitation by Nicholas Karasik

“…Still, only one can be effectively addressed by peer-support specialists: resource implications to providers and administrators.[14] In one study, 71 percent of administrators and 52 percent of clinicians believed that a shortage of time would prevent adequate facilitation of PAD completion among those with SMI.[15] Logistical difficulties, such as incorporation into routine documentation and making them easily accessible, were mentioned by 25 percent of respondents in another study.[16] Professionals should take clinical burdens seriously since they can impact care and patient outcomes. …”
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