Effectiveness of The Umbrella Collaboration Versus Traditional Umbrella Reviews for Evidence Synthesis in Health Care: Protocol for a Validation Study by Beltran Carrillo, Marta Rubinos-Cuadrado, Jazmin Parellada-Martin, Alejandra Palacios-López, Beltran Carrillo-Rubinos, Fernando Canillas-Del Rey, Juan Jose Baztán-Cortes, Javier Gómez-Pavon

“…The implementation of new methodologies in evidence synthesis requires validation. This study will determine whether TU can match the accuracy and comprehensiveness of TURs while offering benefits in terms of efficiency and user accessibility. …”
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Can open source large language models be used for tumor documentation in Germany?—An evaluation on urological doctors’ notes by Stefan Lenz, Arsenij Ustjanzew, Marco Jeray, Meike Ressing, Torsten Panholzer

“…Advances in information extraction techniques that build on large language models (LLMs) could have the potential for enhancing the efficiency and reliability of this process. Evaluating LLMs in the German medical domain, especially their ability to interpret specialized language, is essential to determine their suitability for the use in clinical documentation. …”
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MANAGEMENT OF COMPETITIVE ADVANTAGES IN CONFECTIONERY INDUSTRY ENTERPRISES: A CASE STUDY OF SLOVAKIA AND UKRAINE by Nataliia Parkhomenko, Lucia Vilčeková, Peter Štarchoň

“…To compare the competitive advantages of confectionery enterprises in both countries, the authors used methods such as diagnostic analysis, statistical data analysis, and case studies were employed. …”
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Analysis of latent profiles and influencing factors of sleep in first-trimester pregnant women by Liu Siqi, Cai Shu, Liang Yunfang, Tan Yingyao

“…Then the sleep profiles were identified through latent profile analysis， and the robust mixture regression model was employed to determine the influencing factors of sleep profiles.ResultsA 3-profile solution showed the best fit： 732 cases （68.67%） of good sleep quality group， 87 cases （8.16%） of low sleep efficiency group， and 247 cases （23.17%） of daytime dysfunction group. …”
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Experimental Study on Heat Transfer Characteristics of Rotating Heat Pipes for Cooling Motor Rotor of Nuclear-powered Submarine by ZHU Zhanghao1, 2, ZHANG Song1, 2, 3, TIAN Langlang1, 2, CHEN Jidong1, 2, TANG Simiao1, 2, , SUN Wan1, 2, LIAN Qiang1, 2, PAN Liangming1, 2

“…The operation efficiency of the power system and motor rotor of nuclear-powered submersibles directly determines the performance of submersibles, and the traditional heat dissipation methods can no longer meet the operation requirements of new submersible motors. …”

In-Memory Versus Disk-Based Computing with Random Forest for Stock Analysis: A Comparative Study by Chitra Joshi, Chitrakant Banchorr, Omkaresh Kulkarni, Kirti Wanjale

“…The effectiveness of these frameworks plays a crucial role in determining data processing speed, model training efficiency and predictive accuracy. …”
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Individual-psychological factors and perception of social support in burnout syndrome by Jovanović Vesna R., Hinić Darko, Džamonja-Ignjatović Tamara, Stamatović-Gajić Branka, Gajić Tomislav, Mihajlović Goran

“…The most important predictors of burnout in special education teachers were: for emotional exhaustion (self-esteem, efficiency of class management and seniority); for depersonalization (self-esteem, efficiency of class management and social support); for a sense of lower personal accomplishment (assertiveness, effective student learning and class management). …”
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Dynamic of end-tidal carbon dioxide pressure during cardiopulmonary exercise testing before and after heart transplantation by I. Yu. Loginova, O. V. Kamenskaya, A. M. Chernyavskiy, D. V. Doronin, S. A. Alsov, V. N. Lomivorotov

“…Aim: to assess the dynamic and prognostic significance of the end-tidal carbon dioxide pressure (PetCO2) during cardiopulmonary exercise testing in recipients before and after heart transplantation (HT).Materials and methods. The study included 55 patients with severe chronic heart failure (CHF) from the HT waiting list. …”
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Data analysis in complex biomolecular systems by M. M. Yatskou, V. V. Apanasovich

“…The idea of an integrated approach is to use simulation modelling of biophysical processes occurring in the object of study, comparing simulated and most relevant experimental data selected by dimension reduction methods, determining the characteristics of the investigated processes using data analysis algorithms. …”
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THE CONCEPT OF A COMPREHENSIVE PROGNOSTIC MODEL OF THE EFFECTIVENESS OF IMPLEMENTATION OF MINIMALLY INVASIVE INTERVENTIONS IN THE TREATMENT OF CARIOUS PATHOLOGY by S.B. Kostenko, O.Ya. Bilynskyi, G.N. Nakashydze, M.O. Stetsyk, M.Yu. Goncharuk-Khomyn, I.V. Penzelyk

“…As a result of scientific research and comparative analysis of the effectiveness of caries treatment by mini-invasive methods of intervention, the fact of improving the biological and biomechanical prognosis of the affected units of the dentition compared to the results of treatment of pathological lesions by surgery in accordance with classical protocols, confirming the developed complex prognostic model of efficiency of use of minimally invasive methods of treatment of carious pathology of dental patients. …”
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Tri-dimensional measurements to evaluate dimensional alterations in gypsum patterns for complete dentures by Wildes da C. Monteiro, Christiano A. de L. Corradi, Saide S. Domitti, Simonides Consani

“…The present paper proved how important is the use of method to get tri-dimensional points, to obtain the respectives digital solids and areas and volumes calculation by finite element method. …”
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Features of distillation separation of multicomponent mixtures by A. K. Frolkova, A. V. Frolkova, V. M. Raeva, V. I. Zhuchkov

“…The columns operation parameters and the energy consumption of the separation flowsheets ensuring the achievement of the required product quality with minimal energy consumption were determined.Conclusions. Using the original methods developed by the authors earlier and based on the generalization of the results obtained, new approaches to the synthesis of energy-efficient multicomponent mixtures separation flowsheets were proposed. …”
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INNOVATION TECHNOLOGIES IN SOFT FRUIT PRODUCTION by D. Dunchev

“…The paper uses various methods of analysis – graphic, comparative and statistical. …”
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SPORTS ORIENTATION AND ITS ESSENCE IN CYCLING by Iv. Kolev

“…Good sport orientation increases the efficiency of sport selection. Conclusion: Constantly increasing sport performance places ever-increasing demands on cyclists and, in turn, complicates the process of finding talents that combine qualities and abilities that determine success in cycling sports.…”
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Modern strategies for study of tumor’s markers in clinical practic by I. B. Zborovskaya

“…Essentially new capacities of clinical oncology are uncovered with the help of modern molecular biology methods that allow to determine structural and functional changes of genes and their products. …”
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Investigating the Factors Influencing Behavioral Intention and Adoption of Artificial Intelligence Technology: A Case Study of Cultivation and Industries at Razavi Agricultural Com... by A. Sani Heidary, E. Safari

“…Materials and Methods The main objective of this research is to determine the key predictors of behavioral intention and behavior of using artificial intelligence technology in agricultural companies through the combination of the developed UTAUT2 model and TOE factors. …”
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Controlling Mie scattering response to refractive index variations via light field manipulation by Jianzhi Zeng, Hanqing Cai, Jiachen Liu, Haifeng Hu

“…Abstract We present an efficient method for determining the T-matrix of axisymmetric particles using the finite element method (FEM) in conjunction with an analytical approach that expands the scattered field using vector spherical harmonics (VSHs). …”
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Biophysical modeling and experimental analysis of the dynamics of C. elegans body-wall muscle cells. by Xuexing Du, Jennifer Crodelle, Victor James Barranca, Songting Li, Yunzhu Shi, Shangbang Gao, Douglas Zhou

“…To ensure the model accurately reflects cellular responses under depolarizing currents, we develop a parallel simulation-based inference method for determining the model's free parameters. …”
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Analysis of social networks content to identify fake news using stacked combination of deep neural networks by Yujie Li, Yushui Xiao, Yong Huang, Rui Ma

“…The proposed method consists of three determining steps: 1) The input data is initially prepared for the next steps using preprocessing techniques. …”
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Confirmation of enrofloxacin, ofloxacin, sarafloxacin and danofloxacin residues in poultry meat and pork via LLE-SPE-GC–MS/MS coupled with derivatization treatment by Junjie Xu, Yiwei Hong, Yun Liu, Shuyu Liu, Pengfei Gao, Yawen Guo, Yang Cao, Hao Ding, Maoda Pang, Tao Zhang, Genxi Zhang, Xiaodong Guo, Xing Xie, Kaizhou Xie

“…All matrices had weak matrix effects. This method conforms to the requirements of Food and Agriculture Organization of United Nations & World Health Organization (2014) for veterinary drug residue testing, expanding the monitoring range and improving the detection efficiency. …”
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