Developing a named entity framework for thyroid cancer staging and risk level classification using large language models by Matrix M. H. Fung, Eric H. M. Tang, Tingting Wu, Yan Luk, Ivan C. H. Au, Xiaodong Liu, Victor H. F. Lee, Chun Ka Wong, Zhili Wei, Wing Yiu Cheng, Isaac C. Y. Tai, Joshua W. K. Ho, Jason W. H. Wong, Brian H. H. Lang, Kathy S. M. Leung, Zoie S. Y. Wong, Joseph T. Wu, Carlos K. H. Wong

“…Abstract We developed a named entity (NE) framework for information extraction from semi-structured clinical notes retrieved from The Cancer Genome Atlas—Thyroid Cancer (TCGA-THCA) database and examined Large Language Models (LLMs) strategies to classify the 8th edition of American Joint Committee on Cancer (AJCC) staging and American Thyroid Association (ATA) risk category for patients with well-differentiated thyroid cancer. …”
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Examining gender equality, diversity, and inclusion: a case study of the challenges and opportunities in community extension programs in a select philippine university by Rowena Raton-Hibanada, Nilo Jayoma Castulo, Nilo Jayoma Castulo, Jayson L. de Vera, Jayson L. de Vera, Jayson L. de Vera, Analyn C. Bituin, Analyn C. Bituin, Alvin B. Barcelona, Alvin B. Barcelona, Iona Ofelia B. Zanoria, Iona Ofelia B. Zanoria, Zyralie L. Bedural, Zyralie L. Bedural, James V. Bailon, Ma. Laarni D. Buenaventura, Ma. Laarni D. Buenaventura, Ma. Laarni D. Buenaventura, Carl O. Dellomos, Carl O. Dellomos

“…A qualitative case study design was employed, utilizing semi-structured interviews with eight faculty members from five campuses at Y University. …”
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Presenting a Model for Developing Organizational Citizenship Behavior in Iraqi Secondary School Teachers by Maha Mohammed Abbas AL-KHATEEB, Kobra Emami Rizi, MUNA MOHAMMED ABBAS AL-KHATEEB, Narges Saeidian Khorasgani

“…The data collection tool is a semi-structured interview. For data analysis, the data-based method and Atlas ti8 software were used, and open, axial, and selective coding stages were used to identify and classify the main and sub-categories. …”
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Identifying effective factors on employee performance management with the approach of human resource development in research and technology organizations by Reza Shariati, Alireza Afshar Nejad, Maryam Majidi, Sirous Tadbiri

“…Data collection was carried out through semi-structured interviews. In the qualitative part, the data analysis method was used through coding and MAXQDA software; and in the quantitative part, DEMITEL software was used. …”
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Identifying and Ranking the Challenges and Strategies of Academic Resilience based on the Integration of Thematic analysis and the House of quality by Dariush Mohamadi Zanjirani, Shahla Shahpari

“…Given the nature of the research, semi-structured interviews, the best-worst method, and the quality house matrix were employed for data collection and analysis. …”
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Investigation on Dynamic Stability of Cement-Stabilized Expansive Soil Subgrades Subjected to Repeated Heavy-Haul Train Loads by Yonghui Shang, Linrong Xu, Xiaofei Hao, Qichuan Zhu, Donghong Li

“…The outcomes of cyclic triaxial tests indicate that the augmentation in both the dynamic shear strength and modulus of CSES by a factor of 2–3, coupled with an escalation of the critical dynamic stress threshold by five tosix times, is attributed to the heightened internal structural density within the CSES compared to virgin expansive soil. …”
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Developing a Novel Architectural Technology Adoption Model Incorporating Organizational Factors and Client Satisfaction by Hesham Algassim, Samad M. E. Sepasgozar, Michael J. Ostwald, Steven Davis

“…The ATAM is then validated through extensive hypothesis testing performed using maximum likelihood structural equation modeling in AMOS. The outcomes show that result demonstrability, training needs, cost factors, environmental expectations, project factors, and client satisfaction are significant factors affecting technology adoption. …”
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Heparin modulates the endopeptidase activity of Leishmania mexicana cysteine protease cathepsin L-Like rCPB2.8. by Wagner A S Judice, Marcella A Manfredi, Gerson P Souza, Thiago M Sansevero, Paulo C Almeida, Cláudio S Shida, Tarsis F Gesteira, Luiz Juliano, Gareth D Westrop, Sanya J Sanderson, Graham H Coombs, Ivarne L S Tersariol

“…The large values of ΔG  =  12 kJ/mol for the association and dissociation steps indicate substantial structural strains linked to the formation/dissociation of the ES complex in the presence of heparin, which underscore a conformational change that prevents the diffusion of substrate in the rCPB2.8 active site. …”
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Trimetazidine MR effects on heart remodeling in stable coronary heart disease patients by E. M. Khurs, Yu. A. Zinovyeva, A. V. Poddubnaya, I. I. Kotsuba, O. G. Smolenskaya

“…In stable good clinical status, no obvious clinical dynamics, and unchanged ejection fraction, structural and functional cardiac parameters improved substantially, with reduction (р<0,00001) in MSs (145,68±11,35 and 124,51±7,89); MSd (160,72±16,78 and 156,24±12,11), end-diastolic pressure (14,81±3,16 and 11,9±1,91 mm Hg), end-diastolic LV wall strain (1967,33±337,27 and 1519,99±224,74 dyne/cm2), as well as with increase in RI (93,72±8,48 and 100,87±9,74). …”
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A Data-Driven Approach for Enhancing Customer Loyalty through Strategic Business Innovations and Technology Integration by Venkataramana Karri, Polamarasetty Nooka Appa Rao, Gopal Krishna Sanapala, V Vijaya Kumar, Venkata Naga Siva Kumar Challa

“…It adopts a quantitative approach, employing Partial Least Squares-Structural Equation Modelling (PLS-SEM) and regression analysis to test hypotheses and measure relationships between key variables. …”
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Inhibition of SARS–CoV–2 NSP–15 by Uridine–5′–Monophosphate Analogues Using QSAR Modelling, Molecular Dynamics Simulations, and Free Energy Landscape by Mohammed Merae Alshahrani

“…SARS–CoV–2 is accountable for severe social and economic disruption around the world causing COVID–19. Non–structural protein–15 (NSP15) possesses a domain that is vital to the viral life cycle and is known as uridylate–specific endoribonuclease (EndoU). …”
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Complete characterization of NADH dehydrogenase subunit 1 gene in human hydatid cysts by Sarmad Awad Mozan AL-Asadi, Abdul-Hussien Habash Awad

“…The current study results also showed a predicated structural model of Basrah and Maysan NAD1 proteins and both of which had very similar homology models and the important residue I188 was located in the α10 helix. …”
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Differential Effects of Rutin and Its Aglycone Quercetin on Cytotoxicity and Chemosensitization of HCT 116 Colon Cancer Cells to Anticancer Drugs 5-Fluorouracil and Doxorubicin by Iva Suman, Alberta Jezidžić, Dorotea Dobrić, Robert Domitrović

“…Conclusions: The results of the current study suggest that rutin and quercetin, although structural analogs, act as specific modulators of signaling pathways in cancer cells, differentially affecting cancer cell cytotoxicity and chemosensitization to anticancer drugs, based on the presence of a free hydroxyl group at the C-3 position of the flavonoid backbone at quercetin or rutinose in rutin.…”
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Optimizing energy efficiency in residential buildings: A comprehensive evaluation of solar concrete water heaters integrated with photovoltaics and thermoelectric cooling by Balamurali Duraivel, Natarajan Muthuswamy

“…This study presents a Solar Concrete Water Heater (SCWH) integrating solar water heating, photovoltaic (PV) power generation, and thermoelectric generator (TEG) cooling, functioning as a structural roof component. The system was tested in three stages: Phase One evaluated Copper (C)- and Galvanized Iron (GI)-SCWHs, Phase Two integrated PV panels, and Phase Three added TEGs for cooling and additional power generation. …”
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Spatiotemporal Changes in Synergy Effect Between Tourism Industry and Urban–Rural Integration Development in Yellow River Basin, China by Wenjia Jiang, Xiaonan Qin, Yuzhu Guo

“…The imbalance between urban and rural development has become a global structural problem that needs to be solved urgently. …”
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Sustainability meets digital culture: the influence of ESG on financial performance in Malaysian manufacturing SMEs by Farah Akhtar, Abdelhak Senadjki, Vikniswari Vija Kumaran

“…A quantitative research study used the application of structural equation modeling (SEM) with SmartPLS version 4.0 to test hypothesized relationships. …”
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The Use of Platelet-Rich Fibrin-Coated Three-Dimensionally (3D) Printed Scaffolds in Salvage of Complex Hindfoot Cases by Ken Meng Tai, Justin Mooteeram, Anand Pillai

“…The current management involves arthrodesis and bone grafting with the defective talus, which have limitations in restoring structural integrity and functional goals. The advancement of 3D-printed scaffolds has opened new avenues to address such complex hindfoot pathologies, which may potentially improve treatment outcomes. …”
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Integrating halal tourism with sustainable development goals through Islamic values environmental responsibility and technological innovation by Nohman Khan, Mohammad Falahat, Ihtisham Ullah, Huma Sikandar, Nguyen Thuy Van

“…Using PRISMA methodology, we analyzed 62 peer-reviewed publications from 2019 to 2025, employing bibliometric analysis and structural topic modeling to map research trends in this rapidly expanding field. …”
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Effects of Heating and Liquid Nitrogen on Mechanical Characteristics and Rockburst Characteristics of Granite by Xue Li, Yi Xue, Fa-ning Dang, Zhihao Zhang, Lin Zhu, Shanjie Su, Shengcheng Wang, Ruifu Liu

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The effect of different intensities Resistance Training on expression mir-204 and transcription factors of osteogenic, Runx2 and biomechanical properties on bone in Old male Wistar... by ZAHRA HEMATI FARSANI, Ebrahim Banitalebi, Mohamad Faramarzi, Amin Bigham-Sadegh

“…Purpose:  Bones are largely influenced by nutrition, activity levels and lifestyle, and structural adaptations in the form and size of the bone occur by the forces of weight bearing and forces applied by the muscles. …”
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