Solvable constraints and unsolvable limits to global climate adaptation in coastal Indigenous food security by Eranga K. Galappaththi, Sithuni M. Jayasekara, Chrishma D. Perera, Gayanthi A. Ilangarathna, Hannah Garbutt

“…The findings of the study provide valuable insights for policymakers, researchers and other relevant stakeholders involved in decision-making regarding coastal food security in the climate change adaptation context.…”
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Development and evaluation of a maturity assessment tool for integrating building information modelling into operations and maintenance phase of buildings by Dania K. Abideen, Akilu Yunusa-Kaltungo, Clara Cheung, Patrick Manu

“…It enhances data consistency, optimised long-term asset management, data-driven decision-making, and provides a foundation for future research and technology integration.…”
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Preoperative prediction of flexible ureteroscopy outcome in the treatment of renal calculi by Mohammed Abozaid, Eid Elsherif, Fatma Elserafy, Islam Abobakr, Mohamed Selim

“…This should be clarified to patients during preoperative decision-making and discussion about RIRS and its alternatives’ pros and cons has to take place prior to surgery. …”
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Practice, governance, and culture characteristics of lived experience organisations, and evidence of efficacy: A scoping review protocol. by Jessica E Opie, An Vuong, Alexandra Macafee, Hanan Khalil, Natalie Pearce, Erandathie Jayakody, Christropher Maylea, Jennifer E McIntosh

“…<h4>Objectives</h4>This scoping review aims to identify key features of organizational practice and governance that facilitate the safe inclusion of lived experience in decision-making and practice within mental health sector contexts. …”
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Current knowledge on spinal meningiomas: a systematic review protocol by Erik Edström, Adrian Elmi-Terander, Gustav Burström, Victor Gabriel El-Hajj, Jenny Pettersson Segerlind

“…For clinicians, the systematic collection and grading of available evidence may aid in decision making and for those seeking to further the scientific field, this review may help to identify areas where knowledge is currently lacking.Ethics and dissemination Ethics approval was not required for our systematic review as it is based on existing publications. …”
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Global Education Development Plan to Build Sustainable Education Based on Artificial Intelligence by Siti Marisa, Gunawan Gunawan, Evi Susilawati

“…This technology can provide more objective and comprehensive assessment of student progress, helping teachers to provide more timely feedback and support better decision-making in learning planning. While the potential for the use of AI in sustainable global education is promising, there are challenges and consequences to bear in mind. …”
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Interacting Large Language Model Agents Bayesian Social Learning Based Interpretable Models by Adit Jain, Vikram Krishnamurthy

“…While both fields are mature, their application to decision-making involving interacting LLMAs remains unexplored. …”
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Understanding Electric Bikers’ Red-Light Running Behavior: Predictive Utility of Theory of Planned Behavior vs Prototype Willingness Model by Tianpei Tang, Hua Wang, Xizhao Zhou, Hao Gong

“…(ii) It is also revealed that RLR willingness contributes more on influencing the RLR behavior than RLR intention, which implies that such behavior is dominated by social reactive decision-making rather than the reasoned one. (iii) Among the examined psychological factors, attitude, perceived behavioral control, past behavior, prototype perceptions (favorability and similarity), RLR intention, and RLR willingness were the crucial predictors of e-bikers’ RLR behavior. …”
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Information War in Syria by N. A. Smirnov

“…In recent years, in many countries around the world the role of society in political decision making quickly strengthened, and the population is increasingly affects the position of the state leaders. …”
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Maternal healthcare service utilisation and associated factors among mothers in a rural Wolaita, southern Ethiopia: a community-based cross-sectional study by Wondimagegn Paulos Kumma, Abera Kuche

“…We also recommend increasing the accessibility to healthcare facilities and promoting joint decision-making processes by the mothers and their husbands on the place of delivery in the study area and similar settings in the country.…”
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Characterization of infectious salmon anaemia virus survival and infectivity in seawater by Simon Chioma Weli, Marit Måsøy Amundsen, Ole Bendik Dale, Sonal Jayesh Patel

“…The data in this study are relevant for decision making regarding various ISA control measures such as cull, disinfection and fallowing, following ISAV infection and disease outbreak.…”
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Water quality prediction and carbon reduction mechanisms in wastewater treatment in Northwest cities using Random Forest Regression model by Jingjing Sun, Xin Guan, Xiaojun Sun, Xiaojing Cao, Yepei Tan, Jiarong Liao

“…These findings also offer essential theoretical and empirical insights for the future improvement of urban wastewater treatment technologies and water resource management decision-making.…”
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SOCIO-ECONOMIC DETERMINANTS OF WOMEN PARTICIPATION IN AGRICULTURE IN OLAMABORO LOCAL GOVERNMENT AREA, KOGI STATE by Silas Joshua, Blessing Omahas

“… Women play a critical role in agricultural growth in developing countries, men and women smallholder farmers – even within the same household – often have different needs and priorities and experience different constraints in their access to agricultural resources and decision-making power. This study analysed women participation in agricultural production in Olamoboro Local Government Area of Kogi State, Nigeria. …”
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The vulnerability of regional agriculture regarding irrigation water from the Tagus-Segura transfer by José Daniel Buendía Azorín, Rubén Martínez Alpañez, María del Mar Sánchez de la Vega

“…This can intuitively be expected to play an important role in economic growth and employment in many regions, and to allow for more precise policy decision-making and application in sustainable development strategies. …”
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Machine learning insights into early mortality risks for small cell lung cancer patients post-chemotherapy by Min Liang, Min Liang, Fuyuan Luo

“…Additionally, the model was integrated into a web-based platform to improve accessibility.ConclusionThis study introduces a machine learning model alongside a web-based support system as critical resources for healthcare professionals, facilitating personalized clinical decision-making and enhancing treatment strategies for SCLC patients post-chemotherapy.…”
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Estimating the Economic and Clinical Value of Reducing Antimicrobial Resistance to Three Gram-negative Pathogens in Japan by Tetsuya Matsumoto, Oliver Darlington, Ryan Miller, Jason Gordon, Phil McEwan, Takahisa Ohashi, Amer Taie, Akira Yuasa

“…**Discussion:** Learnings from this study can be used by the Japanese government to help inform decision-making on the strategies that may be included in the upcoming National AMR Action Plan and facilitate allocation of the required budget. …”
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Infections Caused by Actinomyces neuii: A Case Series and Review of an Unusual Bacterium by Nathan Zelyas, Susan Gee, Barb Nilsson, Tracy Bennett, Robert Rennie

“…Increased use of MALDI-TOF MS MIS is leading to increased detection; thus, understanding the pathogenicity of this bacterium and its typical susceptibility profile will aid clinical decision-making.…”
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Implementation of Fuzzy Logic in the Monitoring and Controlling System for Temperature and pH of Fry Aquarium Water Betta Fish Based on the Internet of Things by Rico Wahyudi, Aulia Ullah, Hilman Zarory, Ahmad Faizal

“…This system is implemented in an aquarium equipped with artificial intelligence in decision making which aims to keep the temperature and pH of the aquarium water stable. …”
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A scoping review key elements and effects of cardiovascular disease management programs based on community-based participatory research. by Juhyeon Yang, Bohyun Park

“…<h4>Results</h4>Among the key aspects of such programmes were the many cases where community organisations led establishment of partnerships and cases where a decision-making committee was formed. Regarding application of the CBPR principles, community partners participated only in executing the research, not in analysing and interpreting research results. …”
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A bi-subpopulation coevolutionary immune algorithm for multi-objective combinatorial optimization in multi-UAV task allocation by Xi Chen, Yu Wan, Jingtao Qi, Zipeng Zhao, Yirun Ruan, Jun Tang

“…Second, the desired solution of real missions often needs to satisfy multiple objective functions, or a set of solutions for decision-making. Therefore, this paper constructs a Multi-objective Combinatorial Optimization in Multi-UAV Task Allocation Problem (MCOTAP) model, and proposes a Bi-subpopulation Coevolutionary Immune Algorithm (BCIA). …”
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