A guide to evade hallucinations and maintain reliability when using large language models for medical research: a narrative review by Sangzin Ahn

“…Large language models (LLMs) are increasingly prevalent in medical research; however, fundamental limitations in their architecture create inherent reliability challenges, particularly in specialized medical contexts. …”
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Being there but where? Sense of presence theory for virtual reality applications by Stefano Triberti, Caterina Sapone, Giuseppe Riva

“…As immersive technologies become increasingly prevalent in shared environments and sensitive contexts such as education and healthcare, this more sophisticated understanding of presence becomes crucial for designing effective virtual experiences. …”
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The Impact of brain-gut microbiota composition on depression by Aleksander Ptasiński, Marta Targońska, Oskar Targoński, Adrianna Madej, Adrian Suława, Julia Furgalska, Sebastian Fedorowicz, Aneta Basiak, Rafał Niekurzak, Agnieszka Buczek

“…It is important to note the significant individual variability in the context of changes in the depressive microbiome and the response to various modification methods. …”
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Analysis of Factors Influencing Millennial Consumers' Decision in Buying Halal Cosmetics by Novalini Jailani, Susminingsih, Hendri Hermawan Adinugraha, Fatimah Kari, Adib Muhammad

“… The market potential of the halal cosmetics is currently very promising and the use of cosmetics among millennials is increasing. …”
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Replacing penalties by V. Stepashin

“…It is important in the context of the topic and the possibility of a sentence of imprisonment as a substitute punishment in cases where the original purpose of the strict measures excluded. …”
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PROBLEMS AND PROSPECTS OF THE EUROPEAN REGIONAL ORDER by L. A. Dymova

“…Building a stable architecture of the European security system is one of the essential conditions of the European regional order, however contradicting approaches of the parties acknowledge that political and ideological barriers between the East and the West continue to exist. In the context of increasing security threats transatlantic partnership does not lose the relevance though the tough course of the US and its desire to reinforce its leadership in Europe often meets the extreme disapproval on the part of the Europeans. …”
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The specificity and flexibility of l1 reverse transcription priming at imperfect T-tracts. by Clément Monot, Monika Kuciak, Sébastien Viollet, Ashfaq Ali Mir, Caroline Gabus, Jean-Luc Darlix, Gaël Cristofari

“…Third, efficient priming in the context of duplex DNA requires a 3' overhang. This suggests the possible existence of additional DNA processing steps, which generate a single-stranded 3' end to allow L1 reverse transcription. …”
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Semantic approaches for query expansion: taxonomy, challenges, and future research directions by Azzah Allahim, Asma Cherif, Abdessamad Imine

“…Of late, semantic query expansion techniques have attracted increased interest among researchers since these techniques offer more pertinent and practical results to the users. …”
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<i>Xanthium strumarium</i> L.: chemical components and biological activity (review) by N. S. Popkov, V. D. Zamyslova, M. N. Povydysh

“…The problem of using Common Cocklebur in the context of modern evidence-based medicine is becoming increasingly important.Text. …”
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Space 4.0 – a common, democratic European space, part 2 by Ryszard S. Romaniuk, Piotr Orleański

“…The transformation is related to the need to maintain the changes in a reasonable legal system so as not to experience the „Wild West” again, this time in space. It is currently difficult to establish strict rules regarding the still distant colonization of Mars, but undoubtedly establishing rules for the use of the LEO area, i.e. the already crowded low Earth orbits, is becoming an increasingly urgent necessity. …”
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Online foreign language teaching: challenges and solutions by Inessa K. Batenina, Yuliya M. Orekhova

“…Currently the digitalization of language education is one of the global trends, which is reflected in the requirements of the modernized Federal State Educational Standards of vocational and higher education. …”
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Ukrainian encyclopedistics in wartime (based on the Encyclopedia of Modern Ukraine) (Scientific review paper) by Mykola Zhelezniak, Oleksandr Ishchenko

“… The aim of this article is to present the Encyclopedia of Modern Ukraine (Ukrainian: Entsyklopediia Suchasnoi Ukrainy) as one of the priority Ukrainian academic scholarly publications in the context of the ongoing Russian war against Ukraine, and to outline the editorial team’s priorities in responding to the new challenges of the time. …”
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The Impact of the Fibrinolytic System on the Outcomes of Thrombolytic Therapy by R. E. Kalinin, E. A. Klimentova, I. A. Suchkov, A. A. Egorov, A. S. Pshennikov

“…This paper provides a comprehensive overview of the spectrum of major markers of the fibrinolytic system that have been studied in the context of thrombolysis outcomes in patients with acute vascular pathology. …”
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Automatic depersonalization of confidential information by N G. Babak, L. Yu. Belorybkin, S. A. Otsokov, A. T. Terenin, A. I. Shabrova

“…The automation of the depersonalization process makes it possible to transfer confidential information in cases where it is necessary, but not currently possible due to legal restrictions. The distinctive feature of the developed solution is that both structured data and unstructured data are depersonalized, including the preservation of context.…”
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A theory and analysis of the impact of gas in the dynamical behavior of the molten salt research reactor leading to the computation of the "gas coefficients of reactivity" [version... by Kevin Clarno, Terry Price, Ondrej Chvala

“…This theory is then applied to the Molten Salt Research Reactor (MSRR) design, a facility currently under construction at Abilene Christian University campus. …”
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Categorical analysis of the concept «business process» by I.I.

“…International experience shows that one of the key directions in the context of the above is the application of a process approach to activity management. …”
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Development and Comparison of Artificial Neural Networks and Gradient Boosting Regressors for Predicting Topsoil Moisture Using Forecast Data by Miriam Zambudio Martínez, Larissa Haringer Martins da Silveira, Rafael Marin-Perez, Antonio Fernando Skarmeta Gomez

“…<b>Introduction</b>: The Earth’s growing population is increasing resource consumption, heavily pressuring agriculture, which, currently, uses 70% of the world’s freshwater from rivers and lakes, which, themselves, comprise only 1% of the Earth’s water reserves. …”
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Aurora kinases signaling in cancer: from molecular perception to targeted therapies by Prerna Vats, Chainsee Saini, Bhavika Baweja, Sandeep K. Srivastava, Ashok Kumar, Atar Singh Kushwah, Rajeev Nema

“…This review summarizes the biology of Aurora kinases in the context of cancer, integrating both preclinical and clinical data. …”
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THE ROLE OF CYBERHATE AS A COMPONENT OF CYBERBULLYING IN THE SYSTEM OF STAFF DEVELOPMENT IN PUBLIC SERVICE by Mykola Atanasov

“…The introductory part emphasizes that the issue of cyberhate is a complex combination of misused, mediated and unregulated freedom of speech. Currently, debates continue in the world about its universal conceptualization. …”
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Fiber Bragg grating (FBG)-based sensors: a review of technology and recent applications in structural health monitoring (SHM) of civil engineering structures by Mohammad Hany Yassin, Mohamad Hussein Farhat, Reza Soleimanpour, Michel Nahas

“…Abstract Structural health monitoring (SHM) has become increasingly common in assessing built structures and the ongoing monitoring of older ones, whether for preventive maintenance applications or for assuring the integrity of deteriorating structures. …”
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