Medium-term forecast of the age structure of teachers in secondary schools in the Russian Federation by L. V. Vasilieva, K. V. Lebedev, E. S. Sumenova

“…The assessment of age structure of general education teaching personnel in Russia as a whole and at the regional level is carried out. …”
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Sedoanalgesia with dexmedetomidine in daily anesthesia practices: a prospective randomized controlled trial by Ali Kendal Oğuz, Celaleddin Soyalp, Yunus Emre Tunçdemir, Arzu Esen Tekeli, Nureddin Yüzkat

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Smart learning using artificial intelligence: Ways to improve the process of teaching general education subjects in higher education (China's experience) by Xiaoyu Wang, Yan Li, Jing Yan

“…Results. In the context of the application of artificial intelligence, in terms of teaching environment, teaching model, teaching staff formation and evaluation mechanism, the practical strategies of intelligent teaching of general education subjects in higher education institutions, which are designed to make teaching more targeted, student learning more personalized, and management methods in higher education institutions more scientific, are discussed by analyzing the teaching process of general education subjects at Heihe University. …”
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A Generalized Span–Depth Ratio Model for Minimum Thickness Design of Flat Plate Slabs Incorporating ACI Deflection Criteria by Bahman Omar Taha

“…To overcome these shortcomings, a generalized analytical model is developed based on fundamental deflection theory, incorporating both immediate and time-dependent behaviors. …”
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Platelet transfusion response in critically ill patients with thrombocytopenia: a retrospective study and predictive nomogram in a general ICU population by Hanyu Ge, Yanqing Liu, Tongyu Li, Rui Lv, Jieyi Wang, Wei You, Danni Song, Shilin Hu, Feng Zhao, Heng Fan, Dingfeng Lv

“…Clinical and laboratory variables were analyzed using a generalized linear mixed-effects model (GLMM), with the results visualized through a nomogram. …”
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COMIX: Generalized Conflict Management in O-RAN xApps—Architecture, Workflow, and a Power Control Case by Anastasios E. Giannopoulos, Sotirios T. Spantideas, George Levis, Alexandros S. Kalafatelis, Panagiotis Trakadas

“…This paper introduces a generalized Conflict Management scheme for Multi-Channel Power Control in O-RAN xApps (COMIX), designed to detect and resolve conflicts between xApps. …”
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Real world study in Italian public hospital with Efgartigimod in patients affected by generalized myasthenia gravis: influence of clinical and serological factors by Manlio Sgarzi, Paolo Paone, Giorgia Camera, Emanuela Agazzi, Sara Mazzoleni, Francesca Martorana, Dario Alimonti

“…These results underscore the need for larger studies to validate these observations and optimize patient selection.…”
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Understanding “Alert Fatigue” in Primary Care: Qualitative Systematic Review of General Practitioners Attitudes and Experiences of Clinical Alerts, Prompts, and Reminders by Illin Gani, Ian Litchfield, David Shukla, Gayathri Delanerolle, Neil Cockburn, Anna Pathmanathan

“…However, not all CRs are acted upon, and many are disregarded by general practitioners (GPs), a chronic issue commonly referred to as “alert fatigue.” …”
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A Generalized Convolutional Neural Network Model Trained on Simulated Data for Fault Diagnosis in a Wide Range of Bearing Designs by Amirmasoud Kiakojouri, Ling Wang

“…However, existing DL models struggle with data availability, generalization, and domain adaptation, making industrial applications challenging. …”
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An allergic subtype of acquired idiopathic generalized anhidrosis resistant to steroid pulse therapy – a retrospective, single-center, cohort study by Maiko Fujita, Tadatsune Iida, Chie Uchida, Minako Inazawa, Hana Takeshita, Tomoko Fujimoto, Takeshi Namiki, Hiroo Yokozeki, Naoko Okiyama

“…Steroid pulse therapy is considered effective in the treatment of acquired idiopathic generalized anhidrosis (AIGA). However, nearly half of patients with AIGA do not respond to treatment, or relapse, suggesting the need to stratify patients on the basis of biomarkers to optimize the treatment plan. …”
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Impacts of general agents' customer relationship-building behaviors on trust, satisfaction, and renewal intention: A PLS-SEM and NCA approach by Joon-Ho Moon, Soon-Tae Lee, Yong-Ki Lee

“…This study investigates how insurance general agents' relationship-building behaviors influence customer trust, satisfaction, and renewal intention. …”
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Early detection of cognitive impairment in the general population through a digital tool targeting the prospective memory. A pilot study by Olimpia Pino, Elisa Bertoni, Paolo Diletto, Luca Ferrari, Mauro Gaspari, Annalisa Pelosi

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Numerical Reduced Variable Optimization Methods via Implicit Functional Dependence with Applications by Christopher Gunaseelan Jesudason

“…A systematic theoretical basis is developed that optimizes an arbitrary number of variables for (i) modeling data and (ii) the determination of stationary points of a function of several variables by the optimization of an auxiliary function of a single variable deemed the most significant on physical, experimental or mathematical grounds from which all the other optimized variables may be derived. …”
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Optimal control of multiple myeloma assuming drug resistance and off-target effects. by James G Lefevre, Brodie A J Lawson, Pamela M Burrage, Diane M Donovan, Kevin Burrage

“…We identify a general increase in the duration and costs of optimal treatment, as a result of these added mechanisms. …”
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Multiclass dynamic emergency traffic collaborative assignment with parallel two-stage optimization by Zheng Liu, Jia-Lin Liu, Lei Zhang

“…The model structure characteristics are then analyzed and a parallel two-stage solving approach is proposed, and prove an optimal solution can be obtained. Also, a general framework for evacuation and rescue traffic collaborative assignment optimization result dataset production is given. …”
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On efficiency of methods and algorithms for solving optimization problems considering objective function specifics by E. N. Ostroukh, Yu. O. Chernyshev, L. N. Evich, P. A. Panasenko

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Optimizing statin therapy in HIV-infected patients: a review of pharmacotherapy considerations by Ramin Ansari, Hossein Khalili, Keyhan Mohammadi

“…Dyslipidemia is a risk factor for major adverse cardiovascular events in this population as a whole. Dyslipidemia might result from general risk factors, HIV itself, or the adverse effects of the antiretroviral drug, which have different effects on lipid profile. …”
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ECONOMIC AND LEGAL PREREQUISITES FOR THE FUNCTIONING OF STARTUPS IN MODERN SOCIETY: ISSUES OF INTERNATIONAL AND NATIONAL LEGAL REGIMES by Viktor Makovii, Rashad Mamedov, Illia Klochko

“…The present study employed a combination of general scientific and special legal methods. The analysis determined the quantitative and qualitative parameters of the organisational, legal and economic principles of determining startups in modern conditions. …”
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FUZZY GEOGRAPHICALLY WEIGHTED CLUSTERING WITH OPTIMIZATION ALGORITHMS FOR SOCIAL VULNERABILITY ANALYSIS IN JAVA ISLAND by Alwan Fadlurohman, Tiani Wahyu Utami, Setiawan Amrullah, Nila Ayu Nur Roosyidah, Oktaviana Rahma Dhani

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The clinical approach to child and adolescent patients with lipodystrophy: a series of international case discussions by Rebecca J. Brown, Baris Akinci, Saif Al Yaarubi, Elise Bismuth, Marco Cappa, Asma Deeb, Clemens Kamrath, Carla Musso, Nivedita Patni, Flavia Prodam, Rachel Williams, Rachel Williams, Martin Wabitsch

“…IntroductionLipodystrophy syndromes comprise a group of rare endocrine disorders characterized by the generalized or partial loss of adipose tissue. Affected individuals frequently display absolute or relative reductions in leptin, a key adipokine regulator of hunger-satiety signaling, and are predisposed to a range of metabolic and end-organ complications, often from a young age. …”
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