Measuring and Improving the Efficiency of Python Code Generated by LLMs Using CoT Prompting and Fine-Tuning by Ramya Jonnala, Jeong Yang, Young Lee, Gongbo Liang, Zechun Cao

“…These models are increasingly employed to automate the generation of functionally correct code, address complex computational problems, and facilitate the debugging of existing software systems. …”
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Subtyping Influenza A Viruses: Genomic Perspectives on Taxonomy by Dr Andrei Deviatkin, Miss Sofya Feoktistova, Mr Egor Degtyarev, Dr Pavel Volchkov

“…In addition, the formation of antibodies against different viral epitopes makes the immune response and vaccine development even more complex. Conclusion: The canonical approach to identifying new IAV subtypes relies on serologic tests that detect antibodies against specific viral antigens. …”
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Evidence of the impact of CLN2 and CLN3 Batten disease on families in the United Kingdom by Sara E. Mole, Paul Gissen, Shannon Nordstrom, Suzanne Wait, Louise Allen, Mathilda Antonini, Liz Brownnutt, Richard Brown, Barbara Cole, Frances Gibbon, Robert H. Henderson, Sarah Kenrick, Zlatko Sisic, Bob Thompson, Joanna Nightingale

“…More needs to be done to ensure NCLs are diagnosed early, and timely local support services are made available to protect quality of life for both the affected children and their families.…”
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Feasibility of Implementing Motion-Compensated Magnetic Resonance Imaging Reconstruction on Graphics Processing Units Using Compute Unified Device Architecture by Mohamed Aziz Zeroual, Natalia Dudysheva, Vincent Gras, Franck Mauconduit, Karyna Isaieva, Pierre-André Vuissoz, Freddy Odille

“…Motion correction in magnetic resonance imaging (MRI) has become increasingly complex due to the high computational demands of iterative reconstruction algorithms and the heterogeneity of emerging computing platforms. …”
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Development and Evaluation of a GPT4-Based Orofacial Pain Clinical Decision Support System by Charlotte Vueghs, Hamid Shakeri, Tara Renton, Frederic Van der Cruyssen

“…<b>Background</b>: Orofacial pain (OFP) encompasses a complex array of conditions affecting the face, mouth, and jaws, often leading to significant diagnostic challenges and high rates of misdiagnosis. …”
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Conducting the National Health and Morbidity Survey 2023 in Malaysia with focus on methodology and main findings on non-communicable diseases by Halizah Mat Rifin, Muhammad Fadhli Mohd Yusoff, Hamizatul Akmal Abd Hamid

“…Furthermore, we applied complex sampling analyses to ensure that the findings accurately represented the population in Malaysia. …”
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Aortic atherosclerosis evaluation using deep learning based on non-contrast CT: A retrospective multi-center study by Mingliang Yang, Jinhao Lyu, Yongqin Xiong, Aoxue Mei, Jianxing Hu, Yue Zhang, Xiaoyu Wang, Xiangbing Bian, Jiayu Huang, Runze Li, Xinbo Xing, Sulian Su, Junhang Gao, Xin Lou

“…The cascaded attention module enhances feature learning across complex anatomical structures, outperforming existing attention modules. …”
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Time series extrinsic regression for reconstructing missing electron temperature in tokamak by Minglong Wang, Chenguang Wan, Jingjing Lu, Zhi Yu, Bingjia Xiao, Yanlong Li, Xiaoxue He, Zhengping Luo, Qiping Yuan, Yemin Hu, Jiangang Li

“…By constructing and training TSER models, we can effectively reconstruct missing electron temperature measurement while capturing the complex interrelationships within multiple time series signals. …”
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A Framework for Successful Crowdfunding Campaigns: Insights from Social Media (A Systematic Review) by Saeideh Sadat Alavi, Mohammad Ghadamyari, Tahmoores Sohrabi

“…In conclusion, the findings indicate that the success of crowdfunding campaigns on social media is a complex interplay of various factors. By gaining a deeper understanding of these elements, a robust framework can be developed to design and implement more effective crowdfunding campaigns.…”
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Large language models in critical care by Laurens A. Biesheuvel, Jessica D. Workum, Merijn Reuland, Michel E. van Genderen, Patrick Thoral, Dave Dongelmans, Paul Elbers

“…Careful implementation, regulatory compliance, and ongoing validation are essential to ensure that LLMs enhance patient care rather than hinder it. …”
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Glucose‐Responsive and Analgesic Gel for Diabetic Subcutaneous Abscess Treatment by Simultaneously Boosting Photodynamic Therapy and Relieving Hypoxia by Bin Huang, Honglin An, Jianfeng Chu, Shiqi Ke, Jing Ke, Yiman Qiu, Jieping Zhang, Hanqi Zhu, Jiahui Lin, Minguang Yang, Dongliang Yang, Xuejiao Song, Weilin Liu

“…Abstract The treatment of diabetic abscess remains highly challenging due to the complex wound healing environment, which includes bacterial infection, hypoxia, and pain, severely compromising patients' quality of life. …”
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Failure in the mother-young communication in domestic mammals: endocrine and behavioral aspects by Daniel Mota-Rojas, Cécile Bienboire-Frosini, Arthur Fernandes Bettencourt, Arthur Fernandes Bettencourt, Dina Villanueva-García, Adriana Domínguez-Oliva, Adolfo Álvarez-Macías, Vivian Fischer, Patricia Mora-Medina, Adriana Olmos-Hernández, Ismael Hernández-Avalos, Julio Martínez-Burnes, Ayman H. Abd El-Aziz, Agustín Orihuela, Temple Grandin

“…Peripartum monitoring and precision livestock farming are suggested methods to ensure appropriate mother-young communication.…”
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Simulation of Drying‐Rewetting Processes in Numerical Groundwater Models Using a New Picard Iteration‐Based Method by Chuiyu Lu, Wen Lu, Qingyan Sun, Xin He, Lingjia Yan, Tao Qin, Chu Wu, Shangqi Han, Zhenjiang Wu, Weichen Wu

“…MODFLOW‐NWT adopts the upstream‐weighting approach and Newton iteration method to ensure the stability of the drying and rewetting simulations. …”
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Combining Global Features and Local Interoperability Optimization Method for Extracting and Connecting Fine Rivers by Jian Xu, Xianjun Gao, Zaiai Wang, Guozhong Li, Hualong Luan, Xuejun Cheng, Shiming Yao, Lihua Wang, Sunan Shi, Xiao Xiao, Xudong Xie

“…These challenges are particularly pronounced in the detection of narrow and complex river networks, where fine river features are frequently underrepresented, leading to fragmented and discontinuous water body extraction. …”
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Effect of rainfall on spatiotemporal variation of hydrochemical and isotopic characteristics of the Coastal Lagoon (Songjiho) and groundwater in Korea by Chanyoung Jeong, Woo-Hyun Jeon, Dong-Hun Kim, Soo Min Song, Jung-Yun Lee, Sung Pil Hyun, Hee Sun Moon

“…These findings highlight the importance of monitoring seasonal hydrochemical dynamics to manage seawater intrusion risks and ensure sustainable coastal groundwater resources.…”
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Deep MALDI-MS spatial omics guided by quantum cascade laser mid-infrared imaging microscopy by Lars Gruber, Stefan Schmidt, Thomas Enzlein, Huong Giang Vo, Tobias Bausbacher, James Lucas Cairns, Yasemin Ucal, Florian Keller, Martina Kerndl, Denis Abu Sammour, Omar Sharif, Gernot Schabbauer, Rüdiger Rudolf, Matthias Eckhardt, Stefania Alexandra Iakab, Laura Bindila, Carsten Hopf

“…Abstract In spatial’omics, highly confident molecular identifications are indispensable for the investigation of complex biology and for spatial biomarker discovery. …”
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The Effect of Gamified Physical Activities on the Quality of Students' Leisure Time (Case Study: Female Secondary School Students in Ardabil City) by aylar sefidgar, Hamed Kheirollahi Meidani, Mehrdad Moharramzadeh

“…The studies also noted that when a task is highly complex, the influences of gamification elements on both extrinsic and intrinsic motivation are diminished, while the internalization of extrinsic motivation becomes significantly noticeable. 3. …”
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Decoding wisdom: Evaluating ChatGPT's accuracy and reproducibility in analyzing orthopantomographic images for third molar assessment by Ana Suárez, Stefania Arena, Alberto Herranz Calzada, Ana Isabel Castillo Varón, Victor Diaz-Flores García, Yolanda Freire

“…Further refinement and specialized training of AI models are needed to enhance their performance and ensure safe integration into dental practice, especially in patient-facing applications.…”
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Water scarcity: A global hindrance to sustainable development and agricultural production – A critical review of the impacts and adaptation strategies by Auindrila Biswas, Sourakanti Sarkar, Sumanta Das, Suman Dutta, Malini Roy Choudhury, Anmol Giri, Bimal Bera, Koushik Bag, Bishal Mukherjee, Koushik Banerjee, Debaditya Gupta, Debasish Paul

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An exogenous encoding sequence based on DNA data storage technology and its application in assisted reproductive technology by Zhiqing Huang, Taoli Ding, Zixuan Ni, Yujie Zheng, Na Liu, Tuan Li, Wenchang Lian, Beihong Zheng, Yan Sun

“…However, confusion and contamination of samples are common problems in embryo laboratories, preimplantation genetic test (PGT) laboratories, and third-party medical testing laboratories due to large sample numbers and complex procedures. Once these problems occur, they are often difficult to trace, posing risks and ethical challenges to hospital reproductive centers, third-party medical testing laboratories, and patient families. …”
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