Fine-Tuning Retrieval-Augmented Generation with an Auto-Regressive Language Model for Sentiment Analysis in Financial Reviews by Miehleketo Mathebula, Abiodun Modupe, Vukosi Marivate

“…It considers unique language characteristics and patterns in specific domains to ensure accurate sentiment annotation. …”
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Presence of Malassezia Species in Patients Admitted to the Neonatal Intensive Care Unit and Antifungal Sensitivity of Malassezia furfur by Mehmet OKUL, Özmert Muhammet Ali ÖZDEMİR, Hacer ERGİN, Çağrı ERGİN

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Ecological Connectivity of Plant Communities for Red Blotch Disease Dynamics Revealed by the Dietary Profiles and Landscape-Level Movement of Spissistilus festinus by Victoria Hoyle, Heather Headrick, W. Rodney Cooper, Hannah G. Fendell-Hummel, Monica L. Cooper, Madison Flasco, Elizabeth Cieniewicz, Michelle Heck, Marc Fuchs

“…Together, our findings on landscape vegetation connectivity and S. festinus dispersal transformed our understanding of red blotch disease ecology and informed disease management options. [Figure: see text] Copyright © 2025 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.…”
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Vowel classification with combining pitch detection and one‐dimensional convolutional neural network based classifier for gender identification by Chia‐Hung Lin, Hsiang‐Yueh Lai, Ping‐Tzan Huang, Pi‐Yun Chen, Chien‐Ming Li

“…For IVR and ASR applications, speaker classification into different ages and gender groups can be applied in human–machine interaction or computer‐based interaction systems for customised advertisement, translation (text generation), machine dialog systems, or self‐service applications. …”
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How and why front-line health workers (did not) use a multifaceted mHealth intervention to support maternal and neonatal healthcare decision-making in Ghana by Diederick E Grobbee, Kerstin Klipstein-Grobusch, Hannah Brown Amoakoh, Evelyn Korkor Ansah, Linda Yveoo, Irene Agyepong

“…The intervention consisted of phone calls (voice calls), text messaging (short messaging service (SMS)), internet access (data) and access to emergency obstetric and neonatal protocols via an Unstructured Supplementary Service Data (USSD). …”
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How do people living with psychotic disorders access and use information and communication technology: a scoping review by Jaclin Vozza, Jaclin Vozza, Rebecca Ripco, Sandra Moll, Evelyne Durocher, Rebecca Gewurtz

“…Two authors independently screened titles and abstracts, and the first author reviewed all full-text articles meeting the inclusion criteria, extracting relevant data pertaining to the research question, with the second author reviewing for consensus. …”
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Exploring the relationship between features calculated from contextual embeddings and EEG band power during sentence reading in Chinese by Yao Wang, Yao Wang, Yao Wang, Tiantian Xue, Tiantian Xue, Tiantian Xue, Xingyu Yang, Xingyu Yang, Xingyu Yang

“…While observed effects may be somehow text- or dataset- dependent, our analyses revealed associations between various distance metrics and neural responses, consistent with predictions derived from the vector-based neural coding framework.…”
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Expressing the Author's Position in the English-Language Network Film Review by I. V. Kononova, T. A. Klepikova, E. A. Klenova

“…The study was conducted on the material of the corpus of texts selected on the English-language portal metacritic.com which includes 50 professional film reviews addressed to a wide audience (39,765 words in length).Results and discussion. …”
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miR472 Deficiency Enhances Arabidopsis thaliana Defense Without Reducing Seed Production by Francois Vasseur, Patricia Baldrich, Tamara Jiménez-Góngora, Luis Villar-Martin, Detlef Weigel, Ignacio Rubio-Somoza

“…Our study highlights how negative consequences of defense activation might be compensated by changes in phenology and that miR472 reduction is an integral part of plant defense responses. [Figure: see text] Copyright © 2024 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.…”
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fMRI study of brain activation associated with earnings management techniques in proximity to debt covenant violations by Hassan R. HassabElnaby, Ahmed Abdel-Maksoud, Amal Said, Andrew S. Cotton, Ashley Y. Wang, Haitham Elsamaloty

“…During the fMRI scans, fifty participating business managers read the text presentations of multiple scenarios where companies were at different proximities (FAR or CLOSE) to debt covenant violations. …”
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Explainability of Network Intrusion Detection Using Transformers: A Packet-Level Approach by Pahavalan Rajkumardheivanayahi, Ryan Berry, Nicholas U. Costagliola, Lance Fiondella, Nathaniel D. Bastian, Gokhan Kul

“…Machine learning based NIDS models leverage algorithms that learn from historical network traffic data to identify patterns and anomalies to capture complex relationships. …”
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Aberrations of DNA methylation in cancer by V. P. Maksimova, O. G. Usalka, Yu. V. Makus, V. G. Popova, E. S. Trapeznikova, G. I. Khayrieva, G. R. Sagitova, E. M. Zhidkova, A. Yu. Prus, M. G. Yakubovskaya, K. I. Kirsanov

“…Changes in DNA methylation patterns are characteristic of many malignant neoplasms. …”
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Mixed photonic/electronic neural network based on microLED arrays by M Müller, R Kraneis, N Kälin, N von Malm, A Waag, C Werner

“…Activations are represented by patterns of incoherent light generated by microLED arrays. …”
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Substance use disorders among African, Caribbean and Black (ACB) people in Canada: a scoping review protocol by LaRon E Nelson, Joseph D Nguemo, Ngozi Iroanyah, Winston Husbands, Geoffrey Maina, Irene Njoroge, Maureen Owino, Desmond Miller, Josephine Wong

“…Two investigators will independently screen citations and full-text articles. Our findings will be reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis for scoping reviews guidelines. …”
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Using large language models for enhanced fraud analysis and detection in blockchain based health insurance claims by Ruba Islayem, Senay Gebreab, Walaa AlKhader, Ahmad Musamih, Khaled Salah, Raja Jayaraman, Muhammad Khurram Khan

“…This immutable data is accessed by an LLM via a Retrieval-Augmented Generation (RAG) system, which enables intelligent retrieval and analysis of relevant clinical information to detect fraud patterns and inconsistencies. To support complex scenarios involving free-text documents, unstructured clinical data, such as lab reports, are stored using decentralized off-chain storage and retrieved during LLM analysis. …”
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Enhancing the performance of neurosurgery medical question-answering systems using a multi-task knowledge graph-augmented answer generation model by Ting Pan, Jiang Shen, Man Xu

“…Additionally, it attained MRR scores of 0.6155 for candidate answer ranking and 0.6169 for doctor recommendation, confirming its multi-task synergy.DiscussionMT-KGAG pioneers perception-aware AI in neurosurgery, where LLMs transcend text generation to simulate clinician-like contextual reasoning and ethical judgment. …”
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Implementing the H&P 360 in Three Medical Institutions: Usability Study by Rupinder Hayer, Joyce Tang, Julia Bisschops, Gregory W Schneider, Kate Kirley, Tamkeen Khan, Erin Rieger, Eric Walford, Irsk Anderson, Valerie Press, Brent Williams

“…Of the 207 student participants, 18 were preclerkship, 126 were clerkship, and 63 were postclerkship; 3-8 months after implementation, we administered a student survey consisting of 14 Likert-type items (1=strongly disagree to 5=strongly agree) and 3 free-text response items to assess usability. …”
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It is a matter of convenience: why welfare technologies have become domesticated in Swedish eldercare by Susanne Frennert, Katrin Skagert, Anna Williamsson

“…Methods The empirical material comprised 181 photographs, each paired with corresponding text, from 61 participants across four municipalities in southern Sweden. …”
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Social Beliefs and Foundations for Moral Choice as Predictors of Civic Identity in Adolescence by A.V. Miklyaeva, O.M. Samoilov

“… <p style="text-align: justify;"><strong>Objective. </strong>The analysis of social beliefs and the foundations for moral choice as predictors of the civic identity of adolescents. …”
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The interactivity and independence of Recovery challenges and coping strategies for ICU survivors and their caregivers: a systematic review and Meta-synthesis by Zeyi Zhang, Longshan Yang, Heng Cao

“…Abstract Background The post-ICU home recovery period requires patients and caregivers to confront recovery challenges and adopt coping strategies as a family dyad, necessitating effective dyadic interaction patterns. Existing qualitative research shows that the dyads face interactive or independent challenges and employs varying coping strategies, which may include strong communication or, conversely, avoidance. …”
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