Mathematical modeling of Ethiopia's energy demand by sectors and energy types, with forecasts for the next 30 years by Arkbom Hailu Asfaw, Geremew Teklu, Antigen Birhan, Yiheyis Eshetu, Ebisa Regasa, Tinsae Wondimu

“…The objective of this paper is generating a mathematical model based on the actual data for thirty years forecasting. To create a mathematical model using actual data from the last fifteen years, a model that can represent the past trend and be used for future forecasting. …”
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Performance assessment of basalt fibre concrete under freeze-thaw cycles using hybrid long short-term memory models by Qingguo Yang, Honghu Wang, Qigui Yi, Liuyuan Zeng, Rui Xiang, Longfei Guan, Jiawei Cheng, Keling Chen, Yunhao Li

“…By integrating self-conducted experimental data and referenced datasets, a diverse experimental database was constructed. …”
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A novel prognostic model based on migrasome-related LncRNAs for gastric cancer by Wenhao Jiang, Jiaying Shi, Yingchuan Zhu, Lan Yin, Yue Song, Jingfei Zhang, Xinyu Lin, Jiaxiu Zhong, Yilu Lu, Yongxin Ma

“…Clinical and transcriptional data for 407 GC patients from TCGA were classified as training and testing sets. …”
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Influence of Commercial Saturated Monoglyceride, Mono-/Diglycerides Mixtures, Vegetable Oil, Stirring Speed, and Temperature on the Physical Properties of Organogels by Omar Gerardo Rocha-Amador, Jose Alberto Gallegos-Infante, Qingrong Huang, Nuria Elizabeth Rocha-Guzman, Martha Rocio Moreno-Jimenez, Ruben F. Gonzalez-Laredo

“…From there a rheological characterization was developed. The physical characterization also included polarized light microscopy and calorimetric analysis. …”
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Reporting guideline for Chatbot Health Advice studies: the CHART statement by Bright Huo, Gary Collins, David Chartash, Arun Thirunavukarasu, Annette Flanagin, Alfonso Iorio, Giovanni Cacciamani, Xi Chen, Nan Liu, Piyush Mathur, An-Wen Chan, Christine Laine, Daniela Pacella, Michael Berkwits, Stavros A. Antoniou, Jennifer C. Camaradou, Carolyn Canfield, Michael Mittelman, Timothy Feeney, Elizabeth Loder, Riaz Agha, Ashirbani Saha, Julio Mayol, Anthony Sunjaya, Hugh Harvey, Jeremy Y. Ng, Tyler McKechnie, Yung Lee, Nipun Verma, Gregor Stiglic, Melissa McCradden, Karim Ramji, Vanessa Boudreau, Monica Ortenzi, Joerg Meerpohl, Per Olav Vandvik, Thomas Agoritsas, Diana Samuel, Helen Frankish, Michael Anderson, Xiaomei Yao, Stacy Loeb, Cynthia Lokker, Xiaoxuan Liu, Eliseo Guallar, Gordon Guyatt, The CHART Collaborative

“…These include Title (subitem 1a), Abstract/Summary (subitem 1b), Background (subitems 2ab), Model Identifiers (subitems 3ab), Model Details (subitems 4abc), Prompt Engineering (subitems 5ab), Query Strategy (subitems 6abcd), Performance Evaluation (subitems 7ab), Sample Size (subitem 8), Data Analysis (subitem 9a), Results (subitems 10abc), Discussion (subitems 11abc), Disclosures (subitem 12a), Funding (subitem 12b), Ethics (subitem 12c), Protocol (subitem 12d), and Data Availability (subitem 12e). …”
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Exploring the active chemical compounds and pharmacological effects of Artemisia Argyi leaves through commonality, authenticity and aging by Boyu Chen, Jiaxin Liu, Xu Dai, Lufan Xu, Wenying Cui, Rouan Chen, Tian Lan, Yiider Tseng

“…Methods: Data-driven approaches, which have been developed through decades of literature mining, are grounded in conventional evaluation principles of commonality, authenticity, and aging. …”
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Exploration of the ecology and ex-situ conservation of Betula utilis D. Don: Insights from topography, edaphic factors, and nursery management practices by P.A. Sofi, T.H. Masoodi, Nazir A. Pala, Muhammad Waheed, Saud Alamri, Shaista Khan, Khaled A. Alakeel, Shiekh Marifatul Haq, Rainer W. Bussmann

“…Don in the Kashmir Himalaya, India. The data was collected using a stratified random sampling method along the three altitudinal gradients of 3000–3200 m, 3200–3400 m and 3400–3600 m asl. …”
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Effect of Hypertensive Disorders of Pregnancy (HDP) on maternal and perinatal birth outcomes in Eastern Ethiopia: a prospective cohort study by Ebisa Zerihun, Firaol Girma, Nimona Amena, Wubet Tazeb Wondie, Belete Feyera Olkaba, Lemma Mideksa Egu, Solomon Seyife Alemu, Gemechu Gelan Bekele, Belay Tafa Regassa, Meseret Robi Tura, Fekadu Abera Kebede

“…Data analysis was done in STATA Version 17. Binary logistic regression was run to produce risk ratios (relative risk) and 95% confidence intervals along with their p-values were calculated in the bivariate and multivariable analyses. …”
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Major injuries and associated factors in traffic accidents among motorcycle food delivery riders during the COVID-19 pandemic in Thailand by Siriaran Kwangsukstith, Vithawat Surawattanasakul, Chollada Mahakkanukrauh, Jinjuta Panumasvivat, Wachiranun Sirikul, Amornphat Kitro, Penprapa Siviroj

“…This cross-sectional study was conducted in Chiang Mai, Thailand. Data were collected from a total of 709 MFDRs through an online platform. …”
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Construction of a prediction model for sarcopenic obesity based on machine learning by Mengru Xu, Mengru Xu, Jia Liu, Jia Liu, Song Hu, Song Hu, Tongxiao Luan, Tongxiao Luan, Yuting Duan, Yuting Duan, Aohua Wang, Aohua Wang, Ziwei Cui, Ziwei Cui, Jing Zhou, Yongjun Mao, Yongjun Mao

“…SO has become a serious and critical public health concern. This study aimed to develop and validate predictive models using machine learning (ML) to identify SO in patients.MethodsData from 386 participants collected at the Affiliated Hospital of Qingdao University were divided into an 8:2 ratio, with 80% used for training and 20% for testing. …”
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Patient satisfaction with radio-frequency identification (RFID) tag localization compared with wire localization for nonpalpable breast lesions: the RFID trial by Raphaël Pete, Céleste Pinard, Fanny Sirodot, Ioana Molnar, Margot Dressaire, Angeline Ginzac, Catherine Abrial, Xavier Durando, Marielle Tekath

“…Patients were followed from their inclusion at the time of the preoperative consultation to the postoperative consultation, one month after surgery. Data on anxiety and satisfaction was collected from patients and clinicians using questionnaires, and clinical data was collected from the medical files. …”
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Glycan dysregulation as one of major metabolic subtypes is associated with TERC overexpression and poor outcomes in cervical cancer by Yanlei Dong, Xinyuan Zhang, Jingjie Zhao, Qingzhen Hou, Yunhai Yu, Yu Wu, Xing Shi, Lina Wang, Dawei Xu

“…This metabolic stratification was validated in the GSE68339 CC cohort. We further developed a 3 glycan-related gene model (GRGM-3) as a predictor for patient DFS. …”
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Histopathological Changes of Liver Observed in Paediatric Patients Presenting with Choledochal Cyst: A Cross-sectional Study in a Tertiary Care Hospital, Kolkata, India by Swagata Mistry, Ruplekha Mitra Mustaphi, Saugata Kumar Bhattacharya, Seema Mondal

“…All available information was meticulously documented in tables and charts. For data analysis, Microsoft Excel 2007 and Statistical Package for Social Sciences (SPSS) software version 16.0 for windows were used. …”
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The mediating role of social support in self-management and quality of life in patients with liver cirrhosis by Ying Zhang, LeYao Xiao, Qian Liu, XinYi Zhang, MingDan Li, YaLi Xu, Mei Dai, Fei Zhao, YouShu Shen, Jordan Tovera Salvador, Ping Yang

“…The patients were evaluated using a demographic questionnaire, the Self-Management Behavior Scale for Liver Cirrhosis Patients, the Social Support Rating Scale (SSRS), the Chronic Liver Disease Questionnaire (CLDQ), and the Royal Free Hospital Nutritional Prioritizing Tool (RFH-NPT). Data were analyzed using SPSS and PROCESS software. (1) Patients in the decompensated stage of liver cirrhosis and those classified in Child–Pugh class B/C had lower scores in self-management, quality of life, and social support compared to patients in the compensated stage of liver cirrhosis and those classified in Child–Pugh Class A. (2) Quality of life was positively correlated with both social support and self-management (r = 0.668, r = 0.665, both P < 0.001). (3) Mediation analysis showed that self-management had a direct predictive effect on quality of life. …”
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Evaluating the Usability, Acceptability, User Experience, and Design of an Interactive Responsive Platform to Improve Perinatal Nurses’ Stigmatizing Attitudes Toward Substance Use... by Michael Rubyan, Yana Gouseinov, Mikayla Morgan, Deborah Rubyan, Divya Jahagirdar, David Choberka, Carol J Boyd, Clayton Shuman

“…All qualitative data were analyzed iteratively using an inductive framework analysis approach. …”
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Association between ambient particulate matter and respiratory health among schoolchildren in Dar es Salaam city, Tanzania: a cross-sectional study by Justus Kamara, Stephen Kishinhi, Asinta Manyele, Happiness Saronga, Jovine Bachwenkizi

“…A sample of 427 children was selected through stratified random sampling, which combined primary and secondary data. Standardized questionnaires and air quality monitoring for PM exposure were used to collect data. …”
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Vicarious shame in a cross-cultural perspective: emotion concepts A.-S. SPANISH SHAME and Ger. FREMDSCHÄMEN/FREMDSCHAM by Kostiantyn I. Mizin, Liudmyla L. Slavova

“…Strengthening the cross-cultural analysis with the empirical data of language corpora made it possible to reveal divergences in the conceptual structures of the concepts of A.…”
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Predicting bone metastasis risk of colorectal tumors using radiomics and deep learning ViT model by Guanfeng Chen, Wenxi Liu, Yingmin Lin, Jie Zhang, Risheng Huang, Deqiu Ye, Jing Huang, Jieyun Chen

“…Materials and methods: We conducted a retrospective analysis of 155 colorectal cancer patients, including 81 with bone metastasis and 74 without. …”
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The application of an escape room teaching method on the training for ICU new nurses: a quasi-experimental study by Qiulan Hu, Yangjuan Bai, Yuanxiang Mo, Rui Ma, Lan Ding, Ming Zhou, Yimei Zhang, Fang Ma

“…Finally, the data were analyzed with SPSS v.26. Descriptive statistics, the paired samples test, the Wilcoxon signed-rank test, multivariate regression, and Pearson correlation were utilized for analysis. …”
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Insight on the relationship between heart rate variability parameters and the risk of stroke among non-valvular paroxysmal atrial fibrillation patients by Yaohua Bu, Fabrice Yves Ndjana Lessomo, Zhiquan Wang

“…This paper investigates how HRV parameters may inform the risk of acute ischemic stroke in atrial fibrillation patients. Methods Data were retrospectively collected from Zhongnan Hospital’s electronic registry for patients with atrial fibrillation admitted in 2022. …”
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