Comprehensive coronary CT angiography in people living with HIV: a systematic review and meta-analysis by Binh T Nguyen, Edward Hulten, Venkatesh L Murthy, Tarin Phillips, Gregory M Blake, Jonathan A Aun, Lisa M Conte, Ritika Gadodia, Aakash Tuli, Sara L Robinson, Travis E Harrell

“…Meta-analysis was conducted using random effects models. A sensitivity analysis was performed with a fixed effects model. …”
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The importance of interlanguage in language teaching: an analysis of its development in l2 learners by Saverio Barone

“…These errors are not random but arise from the intermediate interlanguage system that learners develop. …”
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Meta-Analysis of Daoyin Therapy on Therapeutic Effect and Quality of Life in Patients with Stable Angina Pectoris by QIAO Meng, WANG Zhifei, TAN Chaoren, DAI Jingang

“…If the included studies were homogeneous (<italic>P</italic>&gt;0.1, <italic>I</italic>²≤50%), a fixed effects model would be used; if the included studies were heterogeneous (<italic>P</italic>≤0.1, <italic>I</italic>²&gt;50%), a random-effects model would be used.ResultsA total of 15 RCTs were included, involving 1 261 cases, with 631 in the Daoyin group and 630 in the control group. …”
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Prevalence and determinants of metabolic syndrome among type2 diabetic patients using different diagnosis criteria in ethiopia: systematic review and meta-analysis by Chilot Kassa Mekonnen, Hailemichael Kindie Abate, Abere Woretaw Azagew, Alebachew Ferede Zegeye

“…Funnel plot asymmetry and Egger’s tests were used to check for publication bias. A random effect model was used to estimate the pooled prevalence of the metabolic syndrome among non-insulin-dependent patients in Ethiopia. …”
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Investigating the Occurrence of Soil-Transmitted Parasites Contaminating Soil, Vegetables, and Green Fodder in the East of Nile Delta, Egypt by Samah H. Yahia, Samia E. Etewa, Abd Allah A. Al Hoot, Salwa Z. Arafa, Nesreen S. Saleh, Mohamed H. Sarhan, Suzan I. Rashad, Shimaa S. Hassan

“…A cross-sectional study comprised a simple random collection of 400 soil samples, 180 green fodder samples, and as well as 400 vegetable samples, including lettuce, radish, coriander, parsley, dill, watercress, tomatoes, green pepper, cucumber, and carrot, that were gathered throughout one year period from January to December 2021 to represent all seasons (winter, spring, summer, and autumn). …”
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The moderating role of parent–child interaction in the relationship between maltreatment and psychological well-being among preschool children by Cheng Zhang, Chuican Huang, Chunhui Zhang, Weijia Wu, Zhenning Huang, Xue Xia, Sijia Liu, Chen Wang, Qing Luo, Qing Luo, Lichun Fan, Lichun Fan

“…ObjectiveThis study aimed to examine the relationship between maltreatment and psychological well-being among preschool children and explore parent–child interaction’s moderating role on this association.MethodsThis study employed a cross-sectional design and multistage stratified cluster random sampling method. Between December 2022 and January 2023, 180 kindergartens in the Hainan province—encompassing 4,886 newly enrolled children as participants—were selected. …”
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The effects of ultra-selective beta1-antagonism on the metabolic and cytokine profile in septic shock patients receiving noradrenaline: a sub-investigation from the STRESS-L Random... by Jarrod L. Thomas, Kirsty C. McGee, Anower Hossain, Gavin D. Perkins, Anthony C. Gordon, Duncan Young, Danny McAuley, Mervyn Singer, Ranjit Lall, Tina Kramaric, Janet M. Lord, Tony Whitehouse, Luis A. J. Mur, for the STRESS-L. collaborators

“…The individual-level models were adjusted for confounders, such as age, sex, noradrenaline dosage and patient (random effect). Results Analysis was undertaken at cluster- and individual-level. …”
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Baska Mask versus I-gel in Spontaneously Breathing Anaesthetised Patients: A Randomised Clinical Study by Bhagyavardhan Botta, Yogarajan Ramalingam, Grishma Robba, Tanya Elizabeth, Kala Balasubramanian, Selvamani Subramanian, Senthil Kumar Vannivedu Santhnam, Kavyasri Morampudi

“…These patients were randomly assigned to either the Baska group (Group B) or the I-gel group (Group I) using computer-generated random numbers. …”
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Construction of a diagnostic model for chronic mountain sickness among young male migrants to high-altitude areas by ZHANG Quan, CHEN Jian, LIU Bao

“…Then the participants were randomly divided into a training set and a test set in a ratio of 8∶2. …”
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Evaluating the impact, implementation experience and political economy of primary care networks in Kenya: protocol for a mixed methods study by Beatrice Amboko, Jacinta Nzinga, Benjamin Tsofa, Peter Mugo, Anita Musiega, Beryl Maritim, Ethan Wong, Caitlin Mazzilli, Wangari Ng’ang’a, Brittany Hagedorn, Gillian Turner, Anne Musuva, Felix Murira, Nirmala Ravishankar, Salim Hussein, Edwine Barasa

“…The primary outcome measure will be the service delivery readiness of PHC facilities. We will use a random sample of 228 health facilities and 2560 clients in four currently implementing PCNs, four planning to implement and four control counties at baseline and post-implementation. …”
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Long-term effects of post-earthquake landslides on vegetation ecosystem net carbon by Wen He, Baofeng Di, Shaolin Wu, Jierui Li, Wen Zeng, Yajie Zeng, Ruowei Li, Joseph Kimuli Balikuddembe, Hongkai Chen, Bin Zhang, Gang Chen, Constantine A. Stamatopoulos, Ufuk Yazgan, Isaya Kisekka

“…For the restored areas, the multi-year total vegetation ecosystem net carbon loss (ENCL) was calculated for different landslide-prone areas. Subsequently, the Random Forest Regression Model and Structural Equation Model were used to explore the environmental drivers of ENCL. …”
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Determinants of anemia in school-going adolescents: a case study in Douala, Cameroon by Annick Suzanne Mbazoa Mbou, Godfroy Rostant Pokam Djoko, Alice Ketchaji, Sali Aristide Dama, Florence Irita, Verance Carline Kegha Ngodem, Manuela Tchinda Magne, Alex Kevin Tako Djimefo, Joelle Laure Sobngwi

“…Methods A cross-sectional study was carried out among 511 adolescents aged 10–15 years, selected by random sampling from four secondary schools in Douala. …”
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Antimicrobial resistance profile of Pseudomonas aeruginosa clinical isolates from healthcare-associated infections in Ethiopia: A systematic review and meta-analysis. by Zelalem Asmare, Melese Abate Reta, Yalewayker Gashaw, Ermias Getachew, Assefa Sisay, Muluken Gashaw, Ephrem Tamrat, Atitegeb Abera Kidie, Wagaw Abebe, Tadesse Misganaw, Agenagnew Ashagre, Zelalem Dejazmach, Getinet Kumie, Marye Nigatie, Sisay Ayana, Abdu Jemal, Solomon Gedfie, Woldeteklehaymanot Kassahun, Mulat Awoke Kassa, Selamyhun Tadesse, Biruk Beletew Abate

“…Cohen's kappa was computed to determine the agreement between reviewers, the Inverse of variance (I2) was used to evaluate heterogeneity across studies, and Egger's test to identify publication bias. A random effect model was used to determine the pooled resistance to each antibiotic. …”
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Evaluating Fine-Scale Winter Nighttime PM_2.5 Concentrations and Population Exposure Using SDGSAT-1 Glimmer Imagery by Xuting Liu, Linlin Lu, Huadong Guo, Zilu Li, Xi Li, Muhammad Bilal

“…To address this limitation, an improved simple spatial random forest model was employed to estimate PM_2.5 concentrations using SDGSAT-1 Glimmer NTL data. …”
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Anemia during pregnancy and adverse pregnancy outcomes: a systematic review and meta-analysis of cohort studies by Rui Wang, Shan Xu, Xiaoyu Hao, Xingyi Jin, Da Pan, Hui Xia, Wang Liao, Ligang Yang, Shaokang Wang, Shaokang Wang

“…After extracting data, we analyzed heterogeneity and used a random-effects model for higher heterogeneity and a fixed-effects model for low heterogeneity in the meta-analysis while also systematically synthesizing and narratively describing findings in the systematic review.ResultsA total of 31 cohort studies were included. …”
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Species Diversity, Biomass Production and Carbon Sequestration Potential in the Protected Area of Uttarakhand, India by Geetanjali Upadhyay, Lalit M. Tewari, Ashish Tewari, Naveen Chandra Pandey, Sheetal Koranga, Zishan Ahmad Wani, Geeta Tewari, Ravi K. Chaturvedi

“…This research aimed to quantify forest understory (shrub and herb) diversity, tree biomass and carbon sequestration in the Binsar Wildlife Sanctuary. Using random sampling methods, data were gathered from six distinct forest communities. …”
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Effectiveness of Noninvasive Positive Pressure Ventilation Combined with Enteral Nutrition in the Treatment of Patients with Combined Respiratory Failure after Lung Cancer Surgery... by Yongjun Zhang, Lanbo Liu, Dawei Li, Dongsheng Zhou

“…A total of 82 patients with combined respiratory failure after lung cancer surgery who were treated in our hospital from March 2016∼September 2021 were selected as the research subjects, and according to the random number table method, they were equally divided into the parenteral nutrition group (n = 41) with NIPPV + parenteral nutrition support treatment and the enteral nutrition group (n = 41) with NIPPV + enteral nutrition support treatment. …”
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Prospective Evaluation of Results of Surgical Treatment of Patients with Idiopathic Macular Hole by Phacovitrectomy and Combined Cataract and Vitrectomy Surgery by Kinga Tochman-Kanty, Monika Jasielska, Jerzy Mackiewicz

“…The assignment of patients to groups was random. All patients underwent 23-gauge sutureless vitrectomy with removal of the internal limiting membrane (internal limiting membrane peeling). …”
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Advances in machine learning applications to resource technology for organic solid waste by Hongzhi MA, Yichan LIU, Jihua ZHAO, Fan FEI, Ming GAO, Qunhui WANG

“…This study explores a range of commonly used ML models, including artificial neural network (ANN), support vector machine (SVM), decision tree, random forest, and extreme gradient boosting (XGBoost). …”
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Impaired creatinine-based estimated glomerular filtration rate in Thai individuals switching to dolutegravir: illustrating the role of cystatin C testing to aid clinical decision m... by Carlo Sacdalan, Curtis Austin, Aswathy Varma, Suteeraporn Pinyakorn, Eugène Kroon, Donn J. Colby, Phillip Chan, Orlanda Goh, Krittaporn Pornpaisakul, Jintana Intasan, Tassanee Luekasemsuk, Merlin L. Robb, Nitiya Chomchey, Nittaya Phanuphak, Jintanat Ananworanich, Sandhya Vasan, Denise Hsu, the SEARCH 010/RV254 study group

“…Estimated GFR by cystatin C (eGFRcystC) was ordered at clinician’s discretion for decreased eGFRcre after switch. Random-effect linear regression model was used to assess changes in eGFRcre over 96 weeks from starting ART, and from switching to DTG. …”
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