Clinical entity augmented retrieval for clinical information extraction by Ivan Lopez, Akshay Swaminathan, Karthik Vedula, Sanjana Narayanan, Fateme Nateghi Haredasht, Stephen P. Ma, April S. Liang, Steven Tate, Manoj Maddali, Robert Joseph Gallo, Nigam H. Shah, Jonathan H. Chen

“…Abstract Large language models (LLMs) with retrieval-augmented generation (RAG) have improved information extraction over previous methods, yet their reliance on embeddings often leads to inefficient retrieval. …”
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A QSAR Study Based on SVM for the Compound of Hydroxyl Benzoic Esters by Li Wen, Qing Li, Wei Li, Qiao Cai, Yong-Ming Cai

“…To explore the relationship between the molecular structure and antibacterial activity of these compounds and predict the compounds with similar structures, Quantitative Structure-Activity Relationship (QSAR) models of 25 kinds of hydroxyl benzoic esters with the quantum chemical parameters and molecular connectivity indexes are built based on support vector machine (SVM) by using R language. The External Standard Deviation Error of Prediction (SDEPext), fitting correlation coefficient (R2), and leave-one-out cross-validation (Q2LOO) are used to value the reliability, stability, and predictive ability of models. …”
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Dental Students’ Positive and Negative Views on Aging at an Undergraduate Course at the University of British Columbia, Canada by Mario Brondani, Adriana B. Siqueira, Renata S. Grazziotin, Diego Ardenghi, Nikolaos Christidis, Antonio B. Siqueira

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Rectal Application of Ozone to Patients with Diabetes Mellitus by Omar Morejón Barroso, Imandra María García Menéndez, Leticia Varela Castro, Ernesto Julio Bernal Valladares

“…The results found were expressed mainly through tables and graphs as the main resources of the statistical language. <br /><strong>Results:</strong> patients with type 2 diabetes mellitus predominated with 95.0 %. …”
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Developing and evaluating a translanguaging-multiliteracies learning design (LDTMP) for student agency in a college English course in China by Jie Zhou, Jie Zhou, Sze Seau Lee, Sze Seau Lee, Si Na Kew

“…“Translanguaging” refers to the integrated use of multiple languages, and “multiliteracies” pertains to the diverse literacy skills required in today’s multimodal world. …”
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Psychological Features of Post-Traumatic Stress Disorder in the Civilian Population of a Region Exposed to Local Military Actions (Using the Example of Mariupol) by A.M. Bogachev, Yu.A. Vysotskaya, T.G. Vintonyuk

“…Additionally, the Scale of Reactive and Personal Anxiety by C.D Spielberger was used in its Russian-language adaptation by Y.L. Hanin, Hospital Anxiety and Depression Scale (HADS), Pittsburgh Questionnaire for Determining the Sleep Quality Index (Pittsburgh Sleep Quality Index, PSQI), Spiegel Scale of Subjective Sleep Characteristics (Medical Outcomes Study Sleep Scale, MOS-SS), Epworth Sleepiness Scale author&rsquo;s questionnaire. …”
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The Foundations for the Current Development of National Mathematical Education, Laid by its Leaders in the 20th Century by Alexei L. Semenov, Alma E. Abylkassymova, Tatiana A. Rudchenko

“…The central areas of humanitarization of mathematical education are logic and language, rational thinking, and effective communication. …”
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Short-Term Effects of Screening for Cardiovascular Risk in the Deaf Community: A Pilot Study by J. V. Patel, P. S. Gill, J. Chackathayil, H. Ojukwu, P. Stemman, L. Sheldon, S. Meelu, D. A. Lane, I. Tracey, G. Y. H. Lip, E. A. Hughes

“…Given that the access of Deaf people to mainstream health promotion is likely to be hindered by language barriers, we were interested to assess the short-term impact of cardiovascular health promotion within this group. …”
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IMPASSIVE DICTATING: A Mnemonic Acronym for Systematically Generating Differential Diagnoses by Ho M, Coloma M, Ngo R, Santhakumar J

“…We demonstrate the use of IMPASSIVE DICTATING with several common syndromes and underscore its utility and application compared to other methods of creating differential diagnoses.Plain Language Summary: To effectively evaluate patients, clinicians generate a list of potential diagnoses based on their patients’ presentations to rule in or out. …”
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Construction of an Intelligent Analysis Model for Website Information Based on Big Data and Cloud Computing Technology by Ronghua Chen, Bei Yang

“…Finally, based on the research of Android and based on the Eclipse platform, this article has completed the construction of the Android 4.0.3 version environment, successfully used the Java development language to develop a website information intelligent analysis and navigation system, and analyzed the various functional modules of the entire system. …”
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Human drone interaction in delivery of medical supplies: A scoping review of experimental studies. by Franziska Stephan, Nicole Reinsperger, Martin Grünthal, Denny Paulicke, Patrick Jahn

“…<h4>Methods</h4>Two databases (MEDLINE and CINAHL) and references of identified publications were searched without narrowing the year of publication or language. Studies that investigated the human drone interaction or medical delivery with drones in an experimental manner were included (research articles). …”
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AMEND 2.0: module identification and multi-omic data integration with multiplex-heterogeneous graphs by Samuel S. Boyd, Chad Slawson, Jeffrey A. Thompson

“…Software is freely available in the R programming language at https://github.com/samboyd0/AMEND .…”
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Impacts of continuing education on Primary Health Care professionals-A scoping review protocol. by Laianny Krizia Maia Pereira, José Adailton da Silva, Ricardo A de M Valentim, Thaísa G F M S Lima, Nésio Fernandes de M Junior, Alexandre R Caitano, Tatyana Souza Rosendo

“…Studies published between 2007 and 2024 will be included, and no language restrictions will be applied. The Rayyan management software will be used as a tool to support the selection of studies. …”
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Barriers and Strategies to Lifestyle and Dietary Pattern Interventions for Prevention and Management of TYPE-2 Diabetes in Africa, Systematic Review by Hirut Bekele, Adisu Asefa, Bekalu Getachew, Abebe Muche Belete

“…Studies were included if they were published between 2011 and 2019, if they were conducted in an African country, and were written in the English language. Results. Articles reviewed included several that examined the basic lifestyle and dietary pattern changes for all patients diagnosed with type 2 diabetes, on self-care behavior of type 2 diabetes patients, on the cost of diabetes in Africa, and on barriers for adherence to lifestyle and dietary changes in Africa, with strategies to address those barriers. …”
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Effect of Tai Chi combined with music therapy on the cognitive function in older adult individuals with mild cognitive impairment by Chunhui Zhou

“…The CG experienced decreased language repetition ability (P = 0.042) and delayed recall (P = 0.030).ConclusionTwelve weeks of Tai Chi combined with music therapy substantially improved cognitive function in older adult individuals with MCI. …”
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The application of machine learning approaches to classify and predict fertility rate in Ethiopia  by Ewunate Assaye Kassaw, Biruk Beletew Abate, Bekele Mulat Enyew, Ashenafi Kibret Sendekie

“…This study utilized eight ML models in 5864 reproductive-age women using Ethiopian Demographic Health Survey (EDHS), 2019 data. Phyton programming language was used to develop these models. Predictors of fertility rate were determined using the feature important techniques. …”
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Individual differences in discourse management by Derya Çokal, Jason Bishop, Jacopo Torregrossa, Clare Patterson, Martine Grice, Simon Wehrle, Maria Lialiou, Sophie Repp, Heiko Seeliger, Sonja Eisenbeiß, Klaus von Heusinger, Kai Vogeley, Petra B. Schumacher

“…., discourse perception and production) and cognitive functions can shed light on the intricate relationship between language and cognition in discourse management, as well as the appropriate psychometric measures to address this complex interaction. …”
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A PRISMA-Driven Systematic Review of Predictive Equations for Assessing Fat and Fat-Free Mass in Healthy Children and Adolescents Using Multicomponent Molecular Models as the Refer... by Analiza M. Silva, David A. Fields, Luís B. Sardinha

“…We reviewed English language articles from MEDLINE (1985–2012) with the selection of predictive equations developed for assessing FM and FFM using three-compartment (3C) and 4C models as criterion. …”
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Psychometric properties of an arabic translation of the short boredom proneness scale (SBPS) in adults by Tia Khadra, Rabih Hallit, Diana Malaeb, Souheil Hallit, Feten Fekih-Romdhane, Sahar Obeid

“…The Arabic version of the SBPS has not been validated despite the language being spoken by over 420 million people worldwide. …”
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The Self-Perception and Political Biases of ChatGPT by Jérôme Rutinowski, Sven Franke, Jan Endendyk, Ina Dormuth, Moritz Roidl, Markus Pauly

“…This contribution analyzes the self-perception and political biases of OpenAI’s Large Language Model ChatGPT. Considering the first small-scale reports and studies that have emerged, claiming that ChatGPT is politically biased towards progressive and libertarian points of view, this contribution is aimed at providing further clarity on this subject. …”
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