The prognostic value of systemic inflammation response index in digestive system carcinomas: a systematic review and meta-analysis by Zuo-hu Niu, Li Lin, Hong-ye Peng, Xin-zhuo Zheng, Mi-yuan Wang, Feng-xia Sun, Chun-jun Xu

“…Due to substantial heterogeneity, we applied a random-effect model for all pooled analyses. The primary outcome of interest was the overall survival (OS), while secondary outcomes included progression-free survival (PFS), disease-free survival (DFS), time to progression (TTP), and disease specific survival (DSS). …”
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An updated systematic review with meta-analysis and meta-regression of the factors associated with human visceral leishmaniasis in the Americas by Anna Gabryela Sousa Duarte, Guilherme Loureiro Werneck, Sarah de Farias Lelis, Thays Santos Mendonça, Daniela Dias Vasconcelos, Tiago Silveira Gontijo, Álisson Oliveira dos Santos, Lucas Edel Donato, Vinícius Silva Belo

“…Associations between VL and risk factors were analyzed using random-effects meta-analysis, subgroup analysis, and meta-regression models. …”
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Effectiveness of educational interventions to promote safe handling of pesticides: protocol for a systematic review and meta-analysis by Anne Cockcroft, Neil Andersson, Sergio Paredes-Solís, José Legorreta-Soberanis, Belén Madeline Sánchez-Gervacio, Víctor Manuel Alvarado-Castro, Miguel Flores-Moreno, Claudia Erika Rios-Rivera, Janet Saldaña-Almazán

“…A meta-analysis of eligible studies, using a random-effects model, will estimate the impact of educational interventions on the outcomes as the difference between the intervention group and the control group at the last point of measurement. …”
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Effect of Bloodletting Therapy on Patients with Spastic Wrist Dorsiflexion Dysfunction after Stroke by LIN Wanqing, XIE Xuemin, CHEN Bin, ZHENG Xinyi

“…ObjectiveTo observe the effect of bloodletting therapy on limb spasticity, wrist dorsiflexion function, surface electromyography, upper limb motor function of patients with spastic wrist dorsiflexion dysfunction after stroke.MethodsA total of 70 patients with spastic wrist dorsiflexion dysfunction after stroke in the People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine were randomly divided into the control group and the experimental group according to the random sequence was generated by SPSS 22.0 software, with 35 cases in each group. …”
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Risk factors for low resilience among Grade 10 adolescents in the Gampaha district, Sri Lanka: a case-control study by Pavithra Godamunne, Shamila Manori, Pushpa Lalani Jayawardana

“…For the case-control study, the computed sample size for each case and control group was 128, who were selected by applying simple random sampling. Risk factors for low resilience were determined using bivariate and multivariable analyses by applying χ2 test and multivariable logistic regression. …”
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Rapid identification of high-temperature Daqu Baijiu with the same aroma type by UV-VIS sensor of HBT combined with Zn2+ by Yanmei Zhu, Yuanyuan Su, Yipeng Cang, Hengye Chen, Wanjun Long, Wei Lan, Xue Jiang, Haiyan Fu

“…The specific mechanism of light signal change was mainly based on the competitive coordination effect of pyrazines and other nitrogen-containing compounds in high-temperature Daqu Baijiu and small molecular probe HBT on Zn2+ and the excited state intramolecular proton transfer (ESIPT) mechanism of HBT itself. Results: The random forest results showed that the prediction set classification accuracy was improved from 62.37% to 100%. …”
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Preferences of Integrated Care and the Influencing Factors Among Chinese Community-Dwelling Older Adults by Liu S, Zhao J, Liu N, Qin T, Wang F

“…Multivariate logistic regression and random forest model were applied to obtain reliable results.Results: Overall, approximately half of the participants (47.7%) in the survey preferred Home-based health and social care and more than a quarter of participants (25.6%) preferred Community-based health and social care, followed by Institution-based health and social care (14.4%). …”
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Nurses intention to stay in the nursing profession and associated factors in Ethiopia: a systematic review and meta-analysis by Kirubel Eshetu Haile, Yordanos Sisay Asgedom, Atitegeb Alebachew Amsalu, Gizachew Ambaw Kassie, Tsion Zebdiwos Chema, Amanuel Yosef Gebrekidan, Gedion Asnake Azeze

“…Heterogeneity between the primary studies was assessed by I-square tests. A random-effect model was applied to estimate the pooled intention of nurses to continue within the nursing profession. …”
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Systematic review of amyloid-beta clearance proteins from the brain to the periphery: implications for Alzheimer’s disease diagnosis and therapeutic targets by Letian Huang, Mingyue Liu, Ze Li, Bing Li, Jiahe Wang, Ke Zhang

“…Owing to heterogeneity, we utilized either a fixed-effect or random-effect model to assess the 95% confidence interval (CI) of the standard mean difference (SMD) among healthy controls, patients with mild cognitive impairment, and patients with Alzheimer’s disease. …”
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The Application of Machine Learning Algorithms to Predict HIV Testing in Repeated Adult Population–Based Surveys in South Africa: Protocol for a Multiwave Cross-Sectional Analysis... by Musa Jaiteh, Edith Phalane, Yegnanew A Shiferaw, Refilwe Nancy Phaswana-Mafuya

“…Logistic regression, support vector machines, random forests, and decision trees will be used. A cross-validation technique will be used to divide the training sample into k-folds, including a validation set, and models will be trained on each fold. …”
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Plasma Levels of Free Fatty Acids in Women with Gestational Diabetes and Its Intrinsic and Extrinsic Determinants: Systematic Review and Meta-Analysis by Jose Rafael Villafan-Bernal, Mariana Acevedo-Alba, Rodrigo Reyes-Pavon, Guillermo Andres Diaz-Parra, Diana Lucia Lip-Sosa, Hilda Imelda Vazquez-Delfin, Martha Hernandez-Muñoz, Daniel Ely Bravo-Aguirre, Francesc Figueras, Raigam Jafet Martinez-Portilla

“…The standardized mean difference (SMD) by random effects modeling was used. Heterogeneity was assessed using Cochran’s Q, H, and I2 statistics. …”
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Human Umbilical Cord-Derived Mesenchymal Stem Cell Therapy Ameliorates Nonalcoholic Fatty Liver Disease in Obese Type 2 Diabetic Mice by Bing Li, Yu Cheng, Songyan Yu, Li Zang, Yaqi Yin, Jiejie Liu, Lin Zhang, Yiming Mu

“…Age-matched male C57BL/6 wild-type db/+ mice were used as controls. Body weight and random blood glucose were measured every week. One week after the sixth infusion, intraperitoneal glucose tolerance tests and insulin tolerance tests were performed and the blood and liver were harvested for biochemical and histopathological examinations. …”
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Effects of Yanghe Decoction on IL-1 and TNF-α of Papain in Rabbit Knee Osteoarthritis by Zhenqiang HONG, Hongjian GAO, Junjun HE, Zeling HUANG

“…Objective:To observe the effect of Yanghe decoction on interleukin 1 (IL-1) and tumor necrosis factor-α (TNF-α) in rabbit knee osteoarthritis model, and to explore the mechanism of Yanghe decoction in the prevention and treatment of osteoarthritis.Methods:The 32 healthy New Zealand rabbits aged 4-6 months, half male and female, body weight (2.25±0.25) kg, were randomly divided into the control group, the model group, the Yanghe decoction group and the Jingu Tongxiao pill group according to the method of random number table, with 8 cases in each group. …”
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Clinical validation and optimization of machine learning models for early prediction of sepsis by Xi Liu, Meiyi Li, Xu Liu, Yuting Luo, Dong Yang, Hui Ouyang, Jiaoling He, Jinyu Xia, Fei Xiao, Fei Xiao, Fei Xiao

“…We trained models in predicting sepsis by machine learning (ML) methods, including logistic regression, decision tree, random forest (RF), multi-layer perceptron, and light gradient boosting. …”
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Prevalence and Knowledge of Hepatitis B Virus Infection among Pregnant Women in the Ningo-Prampram District, Ghana by Precious Kwablah Kwadzokpui, Elliot Elikplim Akorsu, Albert Abaka-Yawson, Solomon Sosu Quarshie, Stephen Adomako Amankwah, Philip Apraku Tawiah

“…A cross-sectional study using simple random sampling technique was used to recruit 213 pregnant women receiving antenatal care in three different health facilities (Prampram Polyclinic (PPC), Dangme Community Hospital (DCH), and Old Ningo Health Center (ONHC)) in the Ningo-Prampram District of Ghana from November 2018 to January 2019. …”
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Effects of Long-Term Nitrogen Fertilization on Nitrous Oxide Emission and Yield in Acidic Tea (<i>Camellia sinensis</i> L.) Plantation Soils by Fuying Jiang, Yunni Chang, Jiabao Han, Xiangde Yang, Zhidan Wu

“…N₂O flux was positively correlated with N rates, water-filled pore space (WFPS), soil temperature (T_soil), and inorganic N (NH₄⁺-N and NO₃⁻-N), while showing a negative correlation with soil pH. Random forest (RF) modeling identified WFPS, N rates, and Tsoil as the most important variables influencing N₂O flux. …”
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Sleep features and the risk of type 2 diabetes mellitus: a systematic review and meta-analysis by Hongyi Liu, Hui Zhu, Qinkang Lu, Wen Ye, Tao Huang, Yuqiong Li, Bingqi Li, Yingxin Wu, Penghao Wang, Tao Chen, Jin Xu, Lindan Ji

“…If I2 < 50%, a combined analysis was performed based on a fixed-effects model, and vice versa, using a random-effects model.Results Our analysis revealed that a nighttime sleep duration of less than 7 h (odds ratio [OR] = 1.18; 95% CI = 1.13, 1.23) or more than 8 h (OR = 1.13; 95% CI = 1.09, 1.18) significantly increased the risk of T2DM. …”
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The effects of Garcinia cambogia on glycaemic control and liver enzymes in adults: a systematic review and meta-analysis of randomised controlled trials by Sogand Tavakoli, Mohammad Reza Amini, Reyhaneh Rabiee, Marieh Salavatizadeh, Mostafa Afsharianfar, Moein Askarpour, Azita Hekmatdoost

“…The overall estimates and their 95% confidence intervals (CIs) were calculated using a random-effects model. This meta-analysis includes nine publications with 444 participants. …”
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Self-rated health status and associated factors in Ilam, west of Iran: results of a population-based cross-sectional study by Mohammad Bazyar, Hojatollah Kakaei, Hamed Azadi, Mohsen Jalilian, Mohammad Ali Mansournia, Kamran Malekan, Reza Pakzad, Reza Pakzad, Reza Pakzad, Reza Pakzad

“…A total of 1,370 people were invited to participate in the study using multi-stage stratified cluster random sampling method. Demographic and SRH status data were collected by face-to-face interview. …”
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Association between physical multimorbidity in middle adulthood and mortality: findings from two large cohort studies in Japan by Yosuke Inoue, Seitaro Suzuki, Norie Sawada, Naho Morisaki, Zui Narita, Taiki Yamaji, Yoshihiro Kokubo, Takehiko Doi, Yukiko Nishita, Motoki Iwasaki, Manami Inoue, Tetsuya Mizoue

“…We calculated pooled hazard ratios (HR) and corresponding 95% confidence intervals (CI) using a random-effects meta-analysis model. Cause-specific analysis was performed using the JPHC dataset, which provided a sufficient number of events for mortality due to physical disorders, mental disorders/suicide, and unintentional injuries. …”
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