Quantum annealing enhanced Markov-Chain Monte Carlo by Shunta Arai, Tadashi Kadowaki

“…QAEMCMC accelerates MCMC and provides an efficient method for complex systems, paving the way for scalable quantum-assisted sampling strategies.…”
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Leukocyte recruitment in flavivirus-induced encephalitis by Emily Slowikowski, Céleste Willems, Pedro Elias Marques

“…This condition involves complex interactions between the virus, resident cells of the central nervous system and leukocytes recruited to the brain. …”
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Mixed Methods in Educational Large-Scale Studies: Integrating Qualitative Perspectives into Secondary Data Analysis by Jana Costa

“…Therefore, this article argues that the integration of qualitative perspectives can provide new empirical insights, allowing researchers to explore new patterns, address research gaps, and reframe theoretical foundations. In this way, mixed methods can enhance the scope of LSA data analysis, making it more adaptable to complex educational research questions and enriching the overall research process.…”
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Restorative Justice and Anti-LGBT Hate Crimes: Experiences and Disparities from the Ground by Ignacio Elpidio Domínguez Ruiz, Malin Roiha

“…Restorative justice is a complex, debated paradigm often defined as an approach to social justice that prioritizes restoration. …”
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The constraints to the economic development in the former socialist EU countries from the Central and Eastern Europe by Vasile Dinu

“…The unequivocal effect of the free market, with ups and downs, forces researchers to undertake increasingly complex economic analysis and further the profile of the new economy. …”
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The Issue of Introdusing the Musical Traditions of Kasakhstan to the Junior School Children by L. V. Dobrovolskaya

“…The author maintains that the acquaintance with the national musical traditions should be based on the complex of reproductive, productive and perceptual activities. …”
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Evaluating the Linkage Between Resistin and Viral Seropositivity in Psoriasis: Evidence from a Tertiary Centre by Habeeb Ali Baig, Waseema Sultana, Mohamed Soliman, Dhaifallah Alenizi, Awwad Alenezy, Srinath Mote, Ahmed M. S. Hegazy, Bader Khalid Alanazi, Mansour Srhan Alanazi, Yousef Albedaiwi, Nawal Salama Gouda

“…Psoriasis, a chronic immune-mediated inflammatory skin disorder, presents complex pathogenetic mechanisms potentially influenced by viral infections. …”
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The eusocial non-code: Unveiling the impact of noncoding RNAs on Hymenoptera eusocial evolution by Egor Lebedev, Daniil Smutin, Pavel Timkin, Danil Kotelnikov, Amir Taldaev, Nick Panushev, Leonid Adonin

“…Moreover, it points to gaps in current knowledge, advocating for integrative approaches combining genomics, proteomics, and epigenetics to decipher the complexity of eusociality. …”
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Technological Solutions to Improve Inpatient Handover in the Era of Artificial Intelligence: Scoping Review by Louis Agha-Mir-Salim, Isabelle Rose Alberto, Nicole Rose Alberto, Leo Anthony Celi, Pia Gabrielle Alfonso, Rachel Hicklen, Katelyn Legaspi, Rajiv Hans Menghrajani, Faye Yu Ng, Patricia Therese Pile, Christopher M Sauer

“…ObjectiveTo address this gap, we conducted a scoping review to summarize current advancements in technological solutions for inpatient handovers. …”
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Exploring caregiver challenges, digital health technologies, and healthcare support: a qualitative study by Humairah Zainal, Xin Xiaohui, Julian Thumboo, Julian Thumboo, Siang Joo Seah, Low Lian Leng, Low Lian Leng, Low Lian Leng, Fong Kok Yong, Fong Kok Yong

“…Seven key challenges emerged: (1) lack of formal training in DHT use, (2) difficulties providing timely care, (3) limitations of teleconsultations for complex needs, (4) poor app usability, (5) cost concerns, (6) age-related digital literacy gaps, and (7) cultural tensions in adopting DHTs. …”
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Developing Primary Health Network Employee’s Capability in Health and Social Care Commissioning by Liang Z, Martin A, Turner CL

“…This study confirms that systematic upskilling commissioning among PHN employees, focusing on the commissioning cycle, complex healthcare environments, and data management, is required to improve their capabilities. …”
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Performance Degradation Law and Model Construction of Hydraulic Concrete Under Freeze-Thaw Cycles: A Comprehensive Review by Xiangyi Zhu, Xiaohe Zhou, Yuxuan Xia, Xudong Chen

“…This study promptly identifies the gaps that urgently need to be filled, especially the insufficient understanding of the complex stress state of hydraulic concrete structures and the inadequate research on the performance deterioration law under multi-factor combined action. …”
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Assessing Quality of Life in Patients with Epidermolysis Bullosa in the Saudi Population: Validation of the QOLEB Questionnaire by Shehata N, Mahmoud SA, Abdulghani S, Alghamdi Y, Awan ZA, Alshahrani NZ, Algethami MR, Bamimore MA

“…Nancy Shehata,1 Saifaleslam A Mahmoud,2 Sultana Abdulghani,1 Yara Alghamdi,1 Zuhier A Awan,3 Najim Z Alshahrani,4 Mohammed R Algethami,4 Mary A Bamimore5,6 1Department of Dermatology, King Abdullah Medical Complex, Jeddah, Saudi Arabia; 2Department of Medicine and Surgery, Batterjee Medical College, Aseer, Saudi Arabia; 3Department of Clinical Biochemistry, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia; 4Department of Family Medicine, Faculty of Medicine, University of Jeddah, Jeddah, Saudi Arabia; 5Faculty of Public Health, Department of Nutrition, University of Ibadan, Ibadan, Nigeria; 6Lawrence Kinlin School of Business, London South Campus, Fanshawe College, London, ON, CanadaCorrespondence: Nancy Shehata, Department of Dermatology, King Abdullah Medical Complex, Jeddah, Saudi Arabia, Tel +966504499894, Email nancyshehata@gmail.comBackground: Epidermolysis bullosa (EB) is a rare condition where skin easily blisters. …”
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Formative mixed-method multicase study research to inform the development of a safer sex and healthy relationships intervention in further education (FE) settings: the SaFE Project by James White, Honor Young, Catherine Turney, Ruth Lewis, Christopher Bonell

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Occurrence and spread of carbapenemase‐producing Enterobacterales (CPE) in the food chain in the EU/EFTA. Part 1: 2025 update by EFSA BIOHAZ Panel (EFSA Panel on Biological Hazards), Ana Allende, Avelino Álvarez‐Ordóñez, Valeria Bortolaia, Sara Bover‐Cid, Alessandra De Cesare, Wietske Dohmen, Laurent Guillier, Lieve Herman, Liesbeth Jacxsens, Lapo Mughini‐Gras, Maarten Nauta, Jakob Ottoson, Fernando Pérez‐Rodríguez, Panagiotis Skandamis, Elisabetta Suffredini, Hector Argüello, Johan Bengtsson‐Palme, Alessandra Carattoli, Anke Kohlenberg, Dominique L. Monnet, Laurent Poirel, Beatriz Guerra, Raquel García‐Fierro, Ernesto Liébana, Sonagnon Martin Goudjihounde, Núria Ferrer‐Bustins, Hanne Rabbås, Luisa Peixe

“…Escherichia coli, target of most of the studies, Enterobacter cloacae complex, Klebsiella pneumoniae complex and Salmonella Infantis are the most frequent CPE. …”
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Utilizing Physiologically Based Pharmacokinetic Models to Support Rational Medication in Chinese Elderly Population by Wu X, Wang Z, Liu S, Wang H

“…Xiaofei Wu, Ziyang Wang, Shupeng Liu, Hongyun Wang Clinical Pharmacology Research Center, Peking Union Medical College Hospital, State Key Laboratory of Complex Severe and Rare Diseases, NMPA Key Laboratory for Clinical Research and Evaluation of Drug, Beijing Key Laboratory of Clinical PK & PD Investigation for Innovative Drugs, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, People’s Republic of ChinaCorrespondence: Hongyun Wang, Clinical Pharmacology Research Center, Peking Union Medical College Hospital, State Key Laboratory of Complex Severe and Rare Diseases, NMPA Key Laboratory for Clinical Research and Evaluation of Drug, Beijing Key Laboratory of Clinical PK & PD Investigation for Innovative Drugs, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, People’s Republic of China, Tel +8610-69154637, Email wanghy@pumch.cnBackground: China is undergoing a pronounced shift towards an aging society, wherein the elderly constitute a prominent demographic relying significantly on medications. …”
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When Plans Meet Reality: the Tangle of Improvisation and Planning in Crisis Situations by Yassmine Rannene, Nelly Olivier-Maget, Samantha Lim, Isabelle Bouty, Anouck Adrot

“…This article aims to fill these gaps by exploring the influence of improvised actions on the execution of existing crisis management plans.…”
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Caveat emptor, computational social science: Large-scale missing data in a widely-published Reddit corpus. by Devin Gaffney, J Nathan Matias

“…As researchers use computational methods to study complex social behaviors at scale, the validity of this computational social science depends on the integrity of the data. …”
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Reinforcement Learning Solutions for Microgrid Control and Management: A Survey by Pedro I. N. Barbalho, Anderson L. Moraes, Vinicius A. Lacerda, Pedro H. A. Barra, Ricardo A. S. Fernandes, Denis V. Coury

“…Thus, MG management and control has become a broad area of research due to its complex operation. Reinforcement learning (RL) offers adaptive solutions for handling MG complex dynamics and nonlinearity. …”
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The Association Between Environmental Factors and Scrub Typhus: A Review by Shu Yang, Shu Yang, Yuxiang Xie, Wenjing Duan, Yiting Cui, Ai Peng, Yisheng Zhou, Yibing Fan, Hui Li, Peng Huang

“…Transmission involves complex ecological interactions among vectors, hosts, and environmental factors. …”
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