What guidance are researchers given on how to present network meta-analyses to end-users such as policymakers and clinicians? A systematic review. by Shannon M Sullivan, Doug Coyle, George Wells

“…Electronic databases and supplementary sources were searched for NMA guidelines. Presentation format details related to sample formats, target audiences, data sources, analysis methods and results were extracted and frequencies tabulated. …”
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Distance learning as a factor in increasing the efficiency of the educational process by Tatiana Nikolaevna Poddubnaya

“…The research methodology and methods. The sources of information are scientific articles on the research topic, information from official sites. …”
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Modelling the risks of "smart city" development as a complex sociotechnical system by S. V. Kruglikov, A. G. Davydovskii

“…The exponential growth of urbanized territories and urban populations required the development of new models and methods for describing and optimally managing the risks of modern cities as large and complex social, technological, and logistical systems. …”
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The Usage of Artificial Intelligence (Artificial Intelligence) as material for consideration of the judge's decision In the Criminal Justice System in Indonesia by Syamsul Fatoni, Erma Rusdiana

“…The research follows a normative legal approach, analyzing laws and court cases and comparative methods using various legal sources and qualitative analysis methods. …”
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Load frequency control in isolated island city microgrids using deep graph reinforcement learning considering extensive scenarios by Ping He, Xiongwei Huang, Ruobing He, Linkun Yuan

“…This method conceptualizes controllers as autonomous entities capable of making independent decisions. …”
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Development of corrosion-resistant material for asphalt concrete cutting part by Rabat O., Pirnaev Sh., Rustamov K., Usmanov I., Shermatov Sh., Magdiyev K.

“…In this regard, special attention is paid to increasing the service life and efficiency of this equipment, including through various technological solutions, including the application of nanostructured coatings using the ionplasma method on the surfaces of the working equipment of road milling machines. …”
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The Future of Junior High School Citizenship Education in Indonesia: A SWOT Analysis by M. Khoirul Annas Waladul Mufid, Muhammad Turhan Yani, Harmanto, Agus Suprijono

“…For this reason, a qualitative approach was used with the literature review method. As a result, 23 studies based on the criteria were selected as data sources. …”
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The Effectiveness of Peer Assessment in the Education Curriculum of Health Workers: A Scoping Review by Ela Nurfitriyani, Ari Indra Susanti, Hadi Susiarno, Krisna Siska Septiana

“…This study uses the scoping review research method to analyze various research sources related to the same topic. …”
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Adaptive Laboratory Evolution and Carbon/Nitrogen Imbalance Promote High-Yield Ammonia Release in <i>Saccharomyces cerevisiae</i> by Alex Pessina, Anna Giancontieri, Tommaso Sassi, Stefano Busti, Marco Vanoni, Luca Brambilla

“…Adaptive laboratory evolution is a method for rapidly generating desirable phenotypes through metabolic and transcriptional reorganization. …”
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Efficiency of hair waste substrate in constructed wetlands on oil and grease content of kitchen wastewater by Radhika Bhandary, Anish Unnikrishnan, Lavanya Mulky

“…Treatment of wastewater from various day-to-day sources, particularly oil spills in water bodies, involves using resources that may adversely affect the environment. …”
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Portfolio selection based on market states acquired via price and non-price data by Andy Chung, Kumiko Tanaka-Ishii, Takehisa Yairi

“…Our proposed model allocates assets based on portfolio choices optimized within specified market states. In addition to using asset return correlations, we experiment with two non-price data sources: (1) a text-based market distance metric derived from Federal Open Market Committee (FOMC) policy statements, and (2) the correlation of multivariate time series search volumes from Google Trends. …”
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The Paradigm of Theory Vygotsky Constructivism Learning in 21ST Century Learning and Relevance with the Elementary School Emancipated Curriculum by Yogi Aldias Zakariyah, Intan Dia Puspita, Garib Firman Buaga, Windy Windy

“…This research was used the library research method by analyzing related literature sources and articles and books as references. …”
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Problems of psychological assistance to cancer patients by R. N. Mustafin

“…Purpose of the study: to assess the problem of psychological assistance to cancer patients and ways to resolve this problem. Material and Methods. The search for relevant sources was carried out in Scopus, Web of Science, PubMed, elibrary, including publications from February 2005 to December 2023. …”
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Reliable RNA-seq analysis from FFPE specimens as a means to accelerate cancer-related health disparities research. by Mitchell J Frederick, Dannelys Perez-Bello, Pedram Yadollahi, Patricia Castro, Alan Frederick, Andrew Frederick, Rashid A Osman, Fonma Essien, Imelda Yebra, Ashley Hamlin, Thomas J Ow, Heath D Skinner, Vlad C Sandulache

“…Although good correlations are reported in RNA-Seq data from paired frozen and formalin fixed paraffin embedded (FFPE) samples, uncertainties regarding RNA quality, methods of extraction, and data reliability are hurdles to utilization of archival samples. …”
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Opportunities and challenges of lifestyle intervention-based digital therapeutics in LDL-C management: a scoping review by Jia Tang, Tiantian Song, Ming Kuang, Hongying Liu

“…Digital Therapeutics (DTx) can provide an effective solution by delivering remote medical interventions to patients via software and hardware, thereby optimizing existing clinical treatment methods with enhanced convenience and accessibility. …”
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Research progress on the synthesis of 4-hydroxy-2,5-dimethyl-3(2H)-furanone by microorganisms by SONG Jinpeng, ZHONG Xiufang, LI Xuesi, CAO Zhenhua, PENG Xinhui, FAN Guangsen

“…The main focus was on the microorganisms species that have been reported to synthesize HDMF, the internal mechanism of microbial synthesis of HDMF and the culture factors affecting its fermentation, aiming to provide a reference for subsequent screening, modification and obtaining excellent and high-yield HDMF strains, and optimize the microbial fermentation conditions to achieve efficient preparation of natural HDMF by biological methods.…”
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A customized ensemble machine learning approach: predicting students’ exam performance by Rasel Ahmed, Nafiz Fahad, Md Saef Ullah Miah, Kah Ong Michael Goh, Mufti Mahmud, M. Mostafizur Rahman

“…Using a dataset of 500 students sourced from Kaggle, we introduce a novel customized ensemble machine learning model, combining Random Forest (RF) and AdaBoost classifiers with a custom-weighted soft voting method (weights of 0.2 for RF and 0.8 for AdaBoost). …”
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Reducing Greenhouse Gas Emissions in Dairy Cow Breeding Units through Ration Management with Emphasis on the Life Cycle Assessment Approach by Zahra Rashid Sanchuli, Seyed-Ali Hosseini-Yekani, Fatemeh Kashiri Kolaei

“…The results of determining the optimal ration aiming at reducing greenhouse gas emissions indicate that sugar beet pulp, corn silage, wheat bran, and wheat straw with values of 15. 67, 9.17, 7.84, and 7.84 kg per day, respectively, have the highest share in the scenario of a 5% increase in ration costs obtained in the previous method. …”
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Meeting people where they are: Crowdsourcing goal-specific personalized wellness practices. by Johanna E Hidalgo, Julia Kim, Jordan Llorin, Kathryn Stanton, Josh Cherian, Laura Bloomfield, Mikaela Fudolig, Matthew Price, Jennifer Ha, Natalie Noble, Christopher M Danforth, Peter Sheridan Dodds, Jason Fanning, Ryan S McGinnis, Ellen W McGinnis

“…<h4>Method</h4>We recruited a representative sample of 992 U.S. residents to survey the wellness dimensions in which they had achieved success and their specific wellness practices.…”
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Phytochemical Insights and Therapeutic Potential of <i>Chamaenerion angustifolium</i> and <i>Chamaenerion latifolium</i> by Akmaral Kozhantayeva, Zhanar Iskakova, Manshuk Ibrayeva, Ardak Sapiyeva, Moldir Arkharbekova, Yerbolat Tashenov

“…Future studies should focus on optimizing extraction methods, elucidating synergistic bioactivities, and conducting in-depth clinical trials to validate their efficacy and safety.…”
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