Promising algorithms to perilous applications: a systematic review of risk stratification tools for predicting healthcare utilisation by Hutan Ashrafian, Jessica Morley, Joe Zhang, Christopher Oddy

“…Existing work broadly focuses on comparing model performance in retrospective cohorts with little attention paid to efficacy in reducing morbidity when deployed in different global contexts. We review the evidence supporting the use of such tools in real-world settings, from retrospective dataset performance to pathway evaluation.Methods A systematic search was undertaken to identify studies reporting the development, validation and deployment of models that predict healthcare utilisation in unselected primary care cohorts, comparable to their current real-world application.Results Among 3897 articles screened, 51 studies were identified evaluating 28 risk prediction models. …”
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Exploring knowledge and perceptions of Advanced Driver Assistance Systems (ADAS): Results of a southern Italian survey by Salvatore Leonardi, Natalia Distefano

“…Considering the technological evolution toward autonomous and cooperative driving and the obligations imposed by current regulations for the design and approval of new vehicles, the results of this study raise strong doubts as to whether the context analyzed, which is probably more representative of the deep south of Europe than of Italy as a whole, is really capable of managing this important development process without trauma. …”
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Informed consent in genetic and genomic studies in Sub-Saharan Africa: a systematic review of bioethical issues by Yunqi Li, Deborah J. Bowen, Joon-Ho Yu

“…Over the past few decades, guidelines, recommendations, and theoretical discussions have been published on the informed consent process in cross-cultural contexts, particularly in Africa. These resources suggest best practices—ranging from assessing participant comprehension to engaging local communities. …”
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Universal multilayer network embedding reveals a causal link between GABA neurotransmitter and cancer by Léo Pio-Lopez, Michael Levin

“…Abstract Background The volume and complexity of biological data have significantly increased in recent years, often represented as network models continue to increase at a rapid pace. …”
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Perspectives of guardians/parents in Portugal: interpreting the inclusive education policy through lived school practices by Ana Eloisa Carvalho, Amélia Veiga

“…These changes align with the personalization of the educational process, particularly through the multi-level approach (MLA) to the curriculum and the increased involvement of the educational community, where the role of the guardian becomes increasingly central. …”
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Reflections From the Pandemic: Is Connectivism the Panacea for Clinicians? by Jennifer Benjamin, Tyson Pillow, Heather MacNeill, Ken Masters, Anoop Agrawal, Neil Mehta

“…A personal narrative experience of one of the authors compels us to reflect on current approaches to learning and knowledge acquisition and use solutions to the challenges posed by GenAI through social learning contexts using connectivism. …”
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Turkey’s Role in Somalia’s Peace and Development Process by Oktay Bingöl

“…In this context, Turkey should review the current Somalia policy and develop a comprehensive strategy…”
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The Emphases and Main Trends of China Studies in Thailand by Pornpawis Lhapeerakul, Yunke Zhai

“…This paper will outline the historical context and background of Chinese studies in Thailand, discuss the facilitating role of the Belt and Road Initiative in this field, and analyze the current state of Chinese studies in Thailand, highlighting its positive developmental trends.…”
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Enhancing Linear Programming Education Through Comprehensive and Maritime Relevant Teaching Materials by Putri Nurul Hilda Syani, Fera Mirta, Siregar Nur Asma Riani

“…Furthermore, the teaching materials currently in use have not been integrated with maritime contexts, despite their significance for students living in the maritime-based region of the Riau Islands. …”
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Innovative enterprise accounting reporting features by S.E. Pyrizhok, E.H. Melnyk

“…The article defines innovative enterprises' accounting reporting features, which reflect the specifics of their activity in the context of increased risk and has a risk-oriented direction of the generated information resource for management purposes. …”
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Effect of algal organic matter on adsorption of glyphosate using coconut shell-activated carbon by Sufia Hena, Krishnat Shankar Patil, Nadia Leinecker, Tejas Bhatelia, Milinkumar Shah

“…The regeneration experiments revealed 93 % glyphosate recovery when pH was further reduced to 1.5. Overall, the current study quantifies the decrease in CSAC's selectivity for glyphosate due to the presence of AOM and provides optimum pH for maximum selectivity and regeneration.…”
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Traditional Knowledge and Conservation Priorities of Eurasian Red Squirrel (Sciurus vulgaris) in Finland by T. Mustonen

“…The convergence of observations points to the decline of this iconic mammal of northern forests and increased migration to urban habitats. Red squirrels are not currently seen as being of great relevance to conservation efforts, despite their central role in spreading seeds and in boreal predator–prey food chains. …”
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The 'care' of children in need in contemporary Scotland the role of positivism and performance indicators in official imaginings of childhood and wellbeing by Chris Holligan, Lucy Hanson, Gillian Henderson, Maria Adams

“…We examine this within the current policy context for vulnerable children in Scotland.…”

National Museums and Their Societal Roles: A Case Study of Finland and Japan by Shikoh Shiraiwa

“…In this article I focuses on museum professionals in Finnish and Japanese national museums within the context of current social and cultural sustainability discourses, who face an increased responsibility to democratize museum narratives and acknowledge inconvenient histories and the ongoing coloniality of the institutions and repatriation of cultural insignia. …”
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Political Communication in the Age of Platforms by Stylianos Papathanassopoulos, Iliana Giannouli

“…It further explores the challenges that accompany these transformations, such as the spread of disinformation, rising political polarization, increasing incivility, and privacy concerns stemming from advanced digital marketing techniques in political contexts.…”
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The need for greater transparency in the moderation of borderline terrorist and violent extremist content by Ellie Rogers

“…Through a review of the literature, this article discusses the importance of increased transparency surrounding the moderation of borderline TVEC, and demonstrates the ways in which current legislation, tech company policies and content moderation processes are not conforming to transparent practices in the context of borderline TVEC moderation.…”
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The influence of entrepreneurial role model on entrepreneurial intention: a cross-level investigation by Mu Xuan, Liu Yankai

“…Social implications – At the same time, role models should be presented differently in diverse cultural contexts. For example, in countries with a strong collectivist orientation, the media should include collectivist messages when promoting entrepreneurial role models, such as his cooperation with the government, family and friends, which is in line with collectivist values, so that potential entrepreneurs in a collectivist context may perceive more similarity to role models and thus increase their entrepreneurial intentions (Morris et al., 1994); On the contrary, in countries with low collectivist tendencies, the media can appropriately carry an element of individualism when promoting entrepreneurial role models, for example, by telling how entrepreneurs succeed on their own strength and superior abilities, which is in accordance with the values of individualism. …”
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Scientific and Technological Development of Egypt in the XXI Century by VOLKOV Sergey Nikolaevich

“…The author analyzes the scientific and technological development of modern Egypt, which the country’s leadership considers to be one of the main means for building a knowledge economy and ensuring national sovereignty. The current Constitution of Egypt contains a provision on the priority development of science and technology, as well as the obligation of the state to increase the share of spending for these purposes to 1% of GDP. …”
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Comparative Morphological Study on the Contemporary liveable Cities: Liveable Urban Form from East to West (Iran, Turkey, and Europe) by Ayda Rastiemadabadi, Sadaf Tabatabaee

“…Four different approaches to urban morphology used in current analysis: historical and natural context, evolution process, space syntax and spatial structure. …”
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Mapping the Landscape of Impostor Phenomenon Research in Organizational Behavior: A Bibliometric Study between 2003 and 2022 by Füsun Çınar Altıntaş, Hümeyra Demirbas

“…This study aims to provide a comprehensive overview of the research status of this topic during this period and to determine the main and sub-themes in which this concept has been examined in academic contexts. The current study focuses on determining which main and sub-themes this concept is examined in academic context. …”
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