Effect of discontinuing antipsychotic medications on the risk of hospitalization in long-term care: a machine learning-based analysis by Mikko Nuutinen, Riikka-Leena Leskelä, Daniela Fialova, Ira Haavisto, Harriet Finne-Soveri, Jokke Häsä, Johanna Edgren, Hein van Hout, Daniel E. da Cunha Leme, John P. Hirdes, Graziano Onder, Rosa Liperoti

“…The use of restraints, age, and functional impairment were relevant variables in all ITE models in influencing the predicted ITE. …”
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Study on River System Flood Forecasting Scheme for Longtan Hydropower Station Interval in Hongshui River by DU Yong, FU Yupeng, WEI Yongjiang, LI Zongtai

“…Longtan Hydropower Station is a flood control project in the Pearl River Basin,but there is currently a lack of a comprehensive river system flood forecasting scheme.In order to give full play to the flood control and storage function of Longtan Hydropower Station,tributary control stations such as Leigongtan,Moyang,Pinglihe,Pinghu,and Xianrenqiao are selected,and the key areas of concern are determined through the analysis of important sub-intervals.The river system flood forecasting scheme for the Longtan Hydropower Station interval is constructed by using the Xin'an River three-source runoff generation model,three-source lag routing convergence model,and Maskingen convergence algorithm.The research results show that the proportion of the maximum inflow flood volume of Longtan Hydropower Station is usually in uncontrolled intervals,followed by the tributaries in Guizhou Province (Mengjiang River,Bawang River,Caodu River,and Liudong River),which are the focus of flood forecasting.The total average relative peak flow error and the average relative flood volume error in the river system flood forecasting scheme are both 10%,and the average deterministic coefficients are above 0.75.The overall results are relatively accurate.Therefore,the river system flood forecasting scheme for the Longtan Hydropower Station interval can be applied to real-time flood operation forecasting,and it lays a solid foundation for further improving the “forecast,early warning,rehearsal,and contingency plan” capability.…”
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MSC-derived extracellular vesicles: Precision miRNA delivery for overcoming cancer therapy resistance by Ahsas Goyal, Muhammad Afzal, Kavita Goyal, Subbulakshmi Ganesan, Mukesh Kumari, S. Sunitha, Aniruddh Dash, Suman Saini, Mohit Rana, Gaurav Gupta, Haider Ali, Ling Shing Wong, Vinoth Kumarasamy, Vetriselvan Subramaniyan

“…The focus is shifting towards employing miRNA-encapsulated exosomes sourced from MSCs to target and heal cancerous cells selectively. …”
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Acute Coronary Syndrome in Patients With 2 Type Diabetes Mellitus (Review of Literature; Description of the Clinical Case) by Bilous Z., Abrahamovych О., Mazur N., Ryabokon S., Ilenkiv N., Bevza N.

“…Sources are selected, which highlight the clinical and pathogenetic features of ACS in patients with type 2 diabetes. …”
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Evaluation of the effect of irrigation with purified wastewater on the physical and chemical properties of soil by Sadegh Partani, Seyed Mohammad Reza Madany, Mir Hassan Seyed Seraji

“…The aim of this study was to identify sustainable water sources in order to maximize of the wastewater recycling for the implementation of human ecology goals for sustainable development. …”
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The Challenges of Safety Culture: No more risk! by Julija Melnikova

“…These factors by themselves are the definite source of disaster. People are not able to avoid their impacts: different crashes, accidents, fires. …”
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A competing risk analysis of predictors of time to lost to follow-up among adults with TB/HIV coinfection in Bahir Dar by Robel Demelash, Getachew Hailu, Taye Abuhay, Zemenu Addis, Ayenew Tega, Degarege Nibret, Yitagesu Habtu

“…Overestimating effect sizes when considering mutually exclusive events, like LTFU from ART and anti-TB treatment, can occur if sources of error are not properly accounted for in competing events. …”
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PRAGMATIC DEVIATIONS IN TRANSLATION OF LEXICAL BLENDS WITHIN POLITICAL DISCOURSE by Olena M. Medvid, Kateryna M. Vashyst

“…The general and special methods were used to achieve the goal and objectives of the study: information retrieval method – to select research material and process basic theoretical knowledge; generalization method – to highlight the most critical academic positions; deduction and induction – to clarify the theoretical foundations, generalize data and formulate conclusions; discourse analysis – to identify specific communicative and pragmatic features of socio-political communication; contextual and functional methods – to actualize the linguopragmatic meaning of the lexical units under the study, i.e., blends; the vocabulary definitions analysis – to examine their linguopragmatic peculiarities; structuralsemantic and component analysis – to determine the ways of blend formation and their main structural elements – all this is necessary for the implementation of translation analysis. …”
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CALCULATION OF INTERMICROBIAL INTERACTIONS OF ORAL BIOTOPE by A.V. Zaitsev, N.V. Kotelevskaya, O.M. Boychenko, A.K. Nikolishin

“…The materials were the following: the studies of the Department of Therapeutic Dentistry, Department of Microbiology and Virology with Immunology UMSA, sources of literature related to the study of microflora. …”
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Integrating LLM-based code optimization with human-like exclusionary reasoning for computational education by Yi Rong, Tianfeng Du, Roubing Li, Wenting Bao

“…Abstract Large Language Models (LLMs) are increasingly deployed as intelligent tutors that not only generate but also refine source code for educational purposes. Yet existing end-to-end fine-tuning strategies compel models to transform every input, often introducing superfluous or even detrimental edits that undermine both software quality and pedagogical clarity. …”
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COL6A2 in clear cell renal cell carcinoma: a multifaceted driver of tumor progression, immune evasion, and drug sensitivity by Yashuang Yang, Ruixin Fan, Boming Zhang, Kai Liu

“…Methods The mRNA and protein expression data for ccRCC were sourced from TCGA, GEO, CPTAC, and ICPC. Single-cell and spatial transcriptomic data were processed using Seurat with quality control measures. …”
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Genome-Wide Scan for Copy Number Variations in Chinese Merino Sheep Based on Ovine High-Density 600K SNP Arrays by Yuezhen Tian, Jing An, Xinning Zhang, Jiang Di, Junmin He, Ayinuer Yasen, Yanpin Ma, Gaohaer Sailikehan, Xixia Huang, Kechuan Tian

“…Copy number variations (CNVs) have emerged as one of the most important sources of genetic variation, influencing phenotypic traits by altering gene expression and dosage. …”
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Smart Fault Detection, Classification, and Localization in Distribution Networks: AI-Driven Approaches and Emerging Technologies by Jianxian Wang, Hazlie Mokhlis, Nurulafiqah Nadzirah Mansor, Hazlee Azil Illias, Agileswari K. Ramasamy, Xingyu Wu, Siqi Wang

“…However, with nations worldwide actively pursuing carbon neutrality and emission peak goals, sustainable energy sources such as solar and wind are increasingly penetrating distribution networks, posing significant challenges to conventional fault detection, classification, and localization techniques due to bidirectional power flows, dynamic fault currents, and rising network complexity. …”
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Multi-route method of work organization for transport vehicles by Sergei A. Azemsha

“…Methods of analysis and generalization of literary sources, the principles of graph theory, formalization and mathematical formulation of the objective function and constraints were used while writing.Conclusions. …”
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Potentials of Natural Preservatives to Enhance Food Safety and Shelf Life: A Review by Ejigayehu Teshome, Sirawdink Fikreyesus Forsido, H. P. Vasantha Rupasinghe, Ebisa Olika Keyata

“…The extraction condition and purification of natural preservatives may change their structure and affect their functionality. Selecting the best extraction method coupled with minimal processing such as direct mechanical extraction seems to preserve active ingredients. …”
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HEARING CORRECTION METHOD BASED ON PSYCHOACOUSTICALLY MOTIVATED FREQUENCY TRANSPOSITION IN A SPEECH SIGNAL by M. I. Porhun, M. I. Vashkevich

“…For frequency transposition, source and target frequency bands are selected. The width of the source frequency band is fixed, while the width of the target band is adaptive. …”
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Tracing the Image of Turks in Travel Writing through Translation by Seda Taş İlmek

“…Therefore, the analysis suggests that the translator, as an intercultural agent, seemed to claim his position as an author-translator in the translation process while particularly illustrating the function of gatekeeping and the use of translation for selecting and highlighting the representation of mental pictures of a certain culture and period.…”
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Designing and implementing a Web-based real time routing service for crisis management (a case study for district 11 of Tehran) by javad sadidi, seyed hassan hosseini sajedi

“…According to the obtained results, the path’s length and traffic’s volume variables have the most important role in target function formation (travel cost) therefore the specific path will be selected as the optimal path, with the minimized distance between the destination and the traffic volume. …”
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A Systematic Review of risk factors for major adverse cardiovascular events in patients with coronary heart disease who underwent percutaneous coronary intervention by You Zhai, Hongcai Shang, Yan Li, Nan Zhang, Jisi Zhang, Shangwen Wu

“…ObjectiveThis study aims to systematically review the risk factors for major adverse cardiovascular events (MACE) in patients with coronary heart disease who have undergone percutaneous coronary intervention (PCI).DesignSystematic review and meta-analysis.Data sourcesThe Cochrane Library, PubMed, Web of Science, China National Knowledge Infrastructure (CNKI), Wanfang Database, and VIP Database for Chinese Technical Periodicals (VIP) were screened until December 2024.Eligibility criteria for selecting studiesCase-control studies or cohort studies on the risk factors for MACE in patients with coronary heart disease who underwent PCI. …”
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A novel model-based meta-analysis to indirectly estimate the comparative efficacy of two medications: an example using DPP-4 inhibitors, sitagliptin and linagliptin, in treatment o... by Yan Gong, James Rogers, Christian Friedrich, Sanjay Patel, Alexander Staab, Jorge Luiz Gross, Daniel Polhamus, William Gillespie, Brigitta Ursula Monz, Silke Retlich

“…Comparison of two oral dipeptidyl peptidase (DPP)-4 inhibitors, sitagliptin and linagliptin, for type 2 diabetes mellitus (T2DM) treatment was used as an example.Design Systematic review with MBMA.Data sources MEDLINE, EMBASE, http://www.ClinicalTrials.gov, Cochrane review of DPP-4 inhibitors for T2DM, sitagliptin trials on Food and Drug Administration website to December 2011 and linagliptin data from the manufacturer.Eligibility criteria for selecting studies Double-blind, randomised controlled clinical trials, ≥12 weeks’ duration, that analysed sitagliptin or linagliptin efficacies as changes in glycated haemoglobin (HbA1c) levels, in adults with T2DM and HbA1c >7%, irrespective of background medication.Model development and application A Bayesian model was fitted (Markov Chain Monte Carlo method). …”
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