Decoding substance use disorder severity from clinical notes using a large language model by Maria Mahbub, Gregory M. Dams, Sudarshan Srinivasan, Caitlin Rizy, Ioana Danciu, Jodie Trafton, Kathryn Knight

“…Large language models (LLMs) offer promise in overcoming these challenges by adapting to diverse language patterns. This study investigates the application of LLMs for extracting severity-related information for various SUD diagnoses from clinical notes. …”
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A novel DEA-Tobit-SD assessment framework and application of provincial-level carbon emission embracing regional heterogeneity by Pingyuan Shi, Yingxin Zhang, Yan Meng, Xinge Xu, Junhong Hao, Feng Hong

“…Abstract Formulating tailored emission reduction policies for each Chinese province is crucial due to regional differences in carbon emission evolution patterns. This paper proposes a novel and comprehensive research framework that integrates data envelopment analysis (DEA), Tobit regression, and system dynamics (SD) model to analyze the influence factors and evaluate provincial emission reduction policies while considering regional differences. …”
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Bibliometric analysis of research trends and networks in carbon tax studies: Insights into environmental and economic policy implications by Andi Kusumawati, Suhanda Suhanda, Darmawati, Andi Iqra Pradipta Natsir, Indira Syakira Kirana Juanda

“…By analyzing 922 documents from 308 sources published between 1968 and 2024, the study identifies key topics, emerging trends, and collaboration patterns among researchers. The results show a significant increase in carbon tax publications and citations, particularly from 2000 to 2019, peaking around 2017–2019, followed by a decline after 2021. …”
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Integration of a Heterogeneous Battery Energy Storage System into the Puducherry Smart Grid with Time-Varying Loads by M A Sasi Bhushan, M. Sudhakaran, Sattianadan Dasarathan, Mariappane E

“…Achieving maximum peak shaving requires optimizing battery charging and discharging cycles based on real-time energy generation and consumption patterns. Seamless integration of battery storage with solar photovoltaic (PV) systems and industrial processes is essential for effective peak shaving strategies. …”
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Comparing Dynamic User Equilibrium and Noniterative Stochastic Route Choice in a Simulation-Based Dynamic Traffic Assignment Model: Practical Considerations for Large-Scale Network... by Mudabber Ashfaq, Ziyuan Gu, S. Travis Waller, Meead Saberi

“…Specifically, a comparison has been made at two levels: link-level flows and network-level congestion patterns. Results suggest that adaptive driving improves the quality of the SRC solution, but its difference from DUE still remains significant at the link level. …”
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Adaptive Handover Management in High-Mobility Networks for Smart Cities by Yahya S. Junejo, Faisal K. Shaikh, Bhawani S. Chowdhry, Waleed Ejaz

“…It dynamically adjusts handover thresholds by incorporating an offset based on real-time network conditions and user mobility patterns. This adaptive approach minimizes handover failures and the ping-pong effect. …”
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Concentrations of TSP-Bound Metals in Four Urban Residential Locations in Seoul, Korea by Hang Thi Nguyen, Chan Goo Park, Jin-A Kim, Je-Seung Lee, Jin-Hong Lee, Ki-Hyun Kim

“…Inspection of the temporal patterns indicates the peak occurrence of most metals during the spring season due in part to the Asian Dust (AD) event. …”
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Tearing down the barriers to exercise after mastectomy: a qualitative inquiry to facilitate exercise among breast cancer survivors by Jiyong Byeon, Justin Y Jeon, Sujin Yeon, Ansuk Jeong, Jihee Min, Yong Jin Yoon, Jinmoo Heo, Chulwon Lee, Jeeye Kim, Seho Park, Seung Il Kim

“…By conducting the interviews over the course of 4 weeks after surgery, we monitored patterns of changes in barriers and facilitators over time. …”
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Comprehensive analysis of advanced glycation end-products in commonly consumed foods: presenting a database for dietary AGEs and associated exposure assessment by Qiaozhi Zhang, Huatao Li, Ruixing Zheng, Lili Cao, Shufen Zhang, Shuifeng Zhang, Huadong Sheng, Yuhao Jiang, Yanbo Wang, Linglin Fu

“…Assessment of estimated daily intake implied that the contribution of food groups to daily AGE intake varied a lot under different eating patterns, and selection of high-AGE foods leads to up to a 2.7-fold higher intake of AGEs through daily meals. …”
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A Four-Year Study of Antibiotic Resistance, Prevalence and Biofilm-Forming Ability of Uropathogens Isolated from Community- and Hospital-Acquired Urinary Tract Infections in Southe... by Marilena Trinchera, Angelina Midiri, Giuseppe Mancuso, Maria Antonietta Lagrotteria, Carmelo Antonio De Ani, Carmelo Biondo

“…Area-specific surveillance studies can provide valuable information on UTI pathogens and antimicrobial resistance patterns, which can be useful in guiding empirical treatment.…”
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In Situ Growth of (−201) Fiber‐Textured β‐Ga2O3 Semiconductor Tape for Flexible Thin‐Film Transistor by Xiao Tang, Yue Zhao, Kuang‐Hui Li, Chen Liu, Hendrik Faber, Wedyan Babatain, Che‐Hao Liao, Saravanan Yuvaraja, Vishal Khandelwal, Dhanu Chettri, Haicheng Cao, Yi Lu, Chuanju Wang, Thomas D. Anthopoulos, Xixiang Zhang, Xiaohang Li

“…The Ga2O3 coated tape is patterned with transistor arrays and exhibited good performance homogeneity. …”
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Kinematic Alterations with Changes in Putting Distance and Slope Incline in Recreational Golfers by Shawn M. Robbins, Philippe Renaud, Ukadike Chris Ugbolue

“…Golfers must modify their motor patterns when the demands of a putting task change. …”
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An atlas of neuropathic pain-associated molecular pathological characteristics in the mouse spinal cord by Fu-Lu Dong, Lina Yu, Pei-Da Feng, Jin-Xuan Ren, Xue-Hui Bai, Jia-Qi Lin, De-Li Cao, Yu-Tao Deng, Yan Zhang, Hui-Hui Shen, Hao Gong, Wen-Xing Sun, Dong-Qiu Chi, Yixiao Mei, Longfei Ma, Ming-Zhe Yin, Meng-Na Li, Peng-Fei Zhang, Nan Hu, Bing-Lin Zhou, Ying Liu, Xuan-Jie Zheng, Yi-Fan Chen, Da Zhong, Yuan-Xiang Tao, Min Yan, Bao-Chun Jiang

“…We further report that injured DRG sensory neurons and the corresponding ventral horn of the SC show similar expression patterns after PNI. In addition, for the first time, we systematically exhibit “cross-talk omics” between the DRG neurons and SC dorsal horn neurons and glial cells, indicating an altered communication profile under NP conditions. …”
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The relationship between temperament with nutritional status and anthropometric measurements in adult individuals by Mehmet Arif Icer, Elif Çelik, Aybike Gizem Köse, Makbule Gezmen-Karadag

“…In this context, considering temperament types when planning dietary patterns of individuals may be a new approach.…”
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Transcranial direct current stimulation combined with physical exercise in rotator cuff tendinopathy: a protocol for a blinded randomised controlled trial by César Augusto Medeiros Silva, Clécio Gabriel de Souza, Vinicius Batista Lima, Hannely Beatriz Menezes Cosme, Romário Nóbrega Santos Fonseca, Fuad Ahmad Hazime, Rodrigo Scattone da Silva, Rodrigo Pegado de Abreu Freitas

“…Physical exercise serves as the main approach for managing this condition, aiming to restore movement patterns, optimise scapular kinematics and improve strength and local muscular endurance. …”
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Genome-Wide Identification of the ABC Gene Family in Rosaceae and Its Evolution and Expression in Response to Valsa Canker by Chenglong Du, Hongqiang Yu, Huanhuan Hu, Zhiqi Dou, Cunwu Zuo, Junqiang Niu

“…Comparative analysis revealed significant variations in family size and expansion patterns among species, suggesting adaptive evolution. …”
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Township-Level Ecological Management for Enhanced Ecosystem Services in the Qinling Mountains by Yan Zhao, Yiping Chen, Wenqi Wu, Hanwen Tian, Huiwen Zhang

“…By quantifying the assemblage and clustering patterns of ecosystems in the Qinling Mountains over forty years, this study was innovative in analyzing changes in long-term ecosystem interactions and the impact of spatialization drivers, enhancing the significance of administrative-scale adaptations for sustained conservation and EM strategies. …”
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Abundance and Diversity of Insect Visitors to Ground Cover Plants in Organic Orchard With Bee Hives (Apis Mellifera) in Batu, Indonesia by Budi Purwantiningsih, Amin Setyo Leksono, Bagyo Yanuwiyadi, Zulfaidah Penata Gama

“…This study aims to determine the differences in abundance, richness, diversity, evenness, and dominance of insects on ground cover plants and to visually analyse their visiting patterns in organic orchard with bee hives and without bee hives (Apis mellifera) in Batu City, Indonesia. …”
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Introduction of Vector-Borne Infections in Europe: Emerging and Re-Emerging Viral Pathogens with Potential Impact on One Health by Jacopo Logiudice, Maria Alberti, Andrea Ciccarone, Benedetta Rossi, Giorgio Tiecco, Maria Antonia De Francesco, Eugenia Quiros-Roldan

“…Therefore, it is important to have integrated strategies that combine climate modeling, disease surveillance, and public health interventions to address expected changes in disease patterns due to global changes. This review explores the spread of arboviruses in Europe, highlighting their historical context, current transmission dynamics, and their impact on public health.…”
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An Enhanced Deep Neural Network for Predicting Workplace Absenteeism by Syed Atif Ali Shah, Irfan Uddin, Furqan Aziz, Shafiq Ahmad, Mahmoud Ahmad Al-Khasawneh, Mohamed Sharaf

“…This paper is a first study of its kind to analyze the patterns of absenteeism in employees using deep learning algorithms and helps the organization to further improve the quality of life of employees and hence reduce absenteeism.…”
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