Suitability of large language models for extraction of high-quality chemical reaction dataset from patent literature by Sarveswara Rao Vangala, Sowmya Ramaswamy Krishnan, Navneet Bung, Dhandapani Nandagopal, Gomathi Ramasamy, Satyam Kumar, Sridharan Sankaran, Rajgopal Srinivasan, Arijit Roy

“…We showed that the proposed approach can significantly improve the quantity of the reaction database by identifying more chemical reactions and improve the quality of the reaction database by correcting previous errors/false positives.…”
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Measuring the Thermal Unfolding of Lysozyme: A Critical Comparison of Differential Scanning Fluorimetry and Differential Scanning Calorimetry by Weronika Malicka, Yueyue Dai, Andreas Herrmann, Rainer Haag, Matthias Ballauff, Marina Pigaleva, Thomas Risse, Daniel Lauster, Iman Asakereh, Mazdak Khajehpour

“…The unfolding enthalpy ΔHu and the change of specific heat were also obtained and errors in the range of 5–10 % and 30–50 % were determined, respectively. …”
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Development and Videographic Evaluation of a Vascular Access Simulation-Based Curriculum for Surgical and Medical Trainees by Alaska Pendleton, MD, MPH, Tiffany R. Bellomo, MD, Srihari K. Lella, MD, Kristen Jogerst, MD, Ada Stefanescu, MD, MSc, Douglas Drachman, MD, Nikolaos Zacharias, MD, Anahita Dua, MD, MBA, MSc

“…Procedural completion time decreased from 7.14 ± 4.26 to 3.81 ± 2.53 minutes (P < 0.001). Most frequent errors, determined through qualitative analysis, included difficulty using the ultrasound and unsafe maneuvers. …”
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Planning community-based intervention for speech for children with cleft lip and palate from rural South India: A needs assessment by Subramaniyan Balasubramaniyan, Vaidyanathan Raghunathan, B. Rajashekhar, B. W. C. Sathiyasekaran, Roopa Nagarajan

“…Methods: Investigator (SLP) collected data using the speech protocol of the cleft and craniofacial centre. …”
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Aerodynamic Drag Coefficient Prediction of a Spike Blunt Body Based on K-Nearest Neighbors by Jonathan Arturo Sánchez Muñoz, Christian Lagarza-Cortés, Jorge Ramírez-Cruz

“…This work extrapoled k-Nearest Neighbors to predict the drag coefficient of a spike blunt body for a range of supersonic and hypersonic speeds based on drag data obtained from CFD analysis. The parametric study of the spike blunt body was performed considering body diameter, spike length, and freestream Mach number as input variables. …”
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AI-enabled driver assistance: monitoring head and gaze movements for enhanced safety by Sayyed Mudassar Shah, Gan Zengkang, Zhaoyun Sun, Tariq Hussain, Khalid Zaman, Abdullah Alwabli, Amar Y. Jaffar, Farman Ali

“…Abstract This paper introduces a real-time head-pose detection and eye-gaze estimation system for Automatic Driver Assistance Technology (ADAT) aimed at enhancing driver safety by accurately collecting and transmitting data on the driver’s head position and eye gaze to mitigate potential risks. …”
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Capacity Prognostics of Marine Lithium-Ion Batteries Based on ICPO-Bi-LSTM Under Dynamic Operating Conditions by Qijia Song, Xiangguo Yang, Telu Tang, Yifan Liu, Yuelin Chen, Lin Liu

“…Finally, to prevent the interference of test data during model training, which could lead to evaluation errors, the training dataset is used for parameter fitting, the validation dataset for hyperparameter adjustment, and the test dataset for the model performance evaluation. …”
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Variable-Ratio Mode-Insensitive 1 &#x00D7; 2 Power Splitter Based on MMI Couplers and Phase Shifters by Fang Ren, Wei Chen, Tianwen Zhangsun, Yiying Zhang, Xiaojie Fan, Jianping Wang

“…Mode-division multiplexing (MDM) has been considered as a low-cost and high-density means for high-bandwidth on-chip optical communications in a high-performance computer and a data center. However, simultaneously controlling the power of multiple modes in the MDM systems is difficult due to the complex mode coupling for high-order modes (HOMs). …”
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Automated Artery Detection and Stenosis Classification in CTA Using Deep Learning for Peripheral Arterial Disease by Ali M. O. A. Anwer, Hacer Karacan, Muhammed Rabee, Levent Enver, Gonca Cabuk

“…However, manual interpretation of large-scale CTA data is hindered by human errors and is time-consuming. …”
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Counting touching wheat grains in images based on elliptical approximation by D. R. Avzalov, E. G. Komyshev, D. A. Afonnikov

“…However, some grains may have chips, depressions and bulges, which leads to the identification of the corner points that do not correspond to the grain contact region. Additional data processing is required to avoid these errors. …”
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Improving patient safety through better teamwork: how effective are different methods of simulation debriefing? Protocol for a pragmatic, prospective and randomised study by Wolf E Hautz, Juliane E Kämmer, Julia Freytag, Fabian Stroben, Dorothea Eisenmann

“…Introduction Medical errors have an incidence of 9% and may lead to worse patient outcome. …”
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Location Method of Buried Polyethylene Gas Pipeline Based on Acoustic Signal Ellipse Method by Hanyu Zhang, Yang Li, Zhuo Xu, Ao Zhang, Xianfa Liu, Pengyao Sun, Xianchao Sun

“…First, a dual-tree complex wavelet transform is employed to denoise the collected signals, enhancing the quality and accuracy of the data. Subsequently, the cross-correlation function is utilized to extract the delay times between the signals. …”
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CREATING THE KULTUK POLYGON FOR EARTHQUAKE PREDICTION: VARIATIONS OF (234U/238U) AND 87SR/86SR IN GROUNDWATER FROM ACTIVE FAULTS AT THE WESTERN SHORE OF LAKE BAIKAL by S. V. Rasskazov, E. P. Chebykin, A. M. Ilyasova, E. N. Vodneva, I. S. Chuvashova, S. A. Bornyakov, A. K. Seminsky, S. V. Snopkov, V. V. Chechel'nitsky, N. A. Gileva

“…Forty sets of samples taken from 27 June 2012 to 28 January 2014 were analysed, and data on 170 samples are discussed in this paper.Methods. …”
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Differentiating biomarker features and familial characteristics of B-SNIP psychosis Biotypes by David A. Parker, Rebekah L. Trotti, Jennifer E. McDowell, Sarah K. Keedy, Matcheri S. Keshavan, Godfrey D. Pearlson, Elliot S. Gershon, Elena I. Ivleva, Ling-Yu Huang, Kodiak Sauer, S. Kristian Hill, John A. Sweeney, Carol A. Tamminga, Brett A. Clementz

“…Canonical discriminant analysis described composite bio-factors that simplified group comparisons: “Pattern-2” (high antisaccade errors, low BACS, high ongoing EEG) captured Biotype-2, “Pattern-1” (low ERP amplitudes, low intrinsic EEG) captured Biotype-1, and “Pattern-3” (low frontal P3 complex, accentuated S2 ERP, faster saccadic reaction times) captured Biotype-3. …”
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Сhromatographic methods for the study of organic extractants of transformer oil by Ngoc Dan Vu, V. F. Novikov

“…In order to control the technical condition of oil-filled electrical equipment, a number of new analytical methods have recently been created to determine the ultra-low concentrations of impurity compounds in transformer oil. An analysis of the literature data showed that at this stage of the analytical procedure significant errors may occur that worsen the quality of control of the technical condition of oil-filled electrical equipment, and in some cases make its results meaningless. …”
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Experimental Study on the Effects of Cockpit Noise on Physiological Indicators of Pilots by Haiming Shen, Meiqing Hao, Jiawei Ren, Kun Chen, Yang Gao

“…Cockpit noise, as a critical environmental factor affecting flight safety, may impair pilots’ cognitive functions, leading to a decreased operational performance and decision-making errors, thereby posing potential threats to aviation safety. …”
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Bridge Geometric Shape Measurement Using LiDAR–Camera Fusion Mapping and Learning-Based Segmentation Method by Shang Jiang, Yifan Yang, Siyang Gu, Jiahui Li, Yingyan Hou

“…This study proposes a novel framework that utilizes an airborne LiDAR–camera fusion system for data acquisition, reconstructs high-precision 3D bridge models through real-time mapping, and automatically extracts structural geometric shapes using deep learning. …”
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A Compact Device Model for a Piezoelectric Nano-Transistor by L. Neil McCartney, Louise E. Crocker, Louise Wright, Ivan Rungger

“…This confirms the consistency of complex property data (especially electro-thermo-elastic constants) and geometrical parameter input to both types of models and convincingly demonstrates that the analytical models and FEA for the two devices have been implemented correctly. …”
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Transitional care quality indicators to assess quality of care following hospitalisation for chronic obstructive pulmonary disease and heart failure: a systematic review protocol by Faith Michael, Sera Whitelaw, Harriette GC Van Spall

“…We will include randomised controlled trials, cohort studies, cross-sectional studies, interrupted time series studies and before–after studies. We will extract data in duplicate and classify transitional care quality indicators as structural, process-related or outcome-related. …”
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The association between stereoscopic vision and cognitive function on community-dwelling older adults: a cross-sectional study by Yeon Jung Park, Hyun Jin Cho, Kiyoung Kim, Chang Won Won, Miji Kim

“…Methods A cross-sectional analysis was conducted with data of 1,228 participants aged 74–88 years from the Korean Frailty and Aging Cohort Study. …”
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