Post-marketing safety concerns with dolutegravir: a pharmacovigilance study based on the FDA adverse event reporting system database by Juan Su, Long He, Menglei Wang

“…Notably, subgroup analyses revealed that progressive multifocal leukoencephalopathy (n = 9) in males, progressive multifocal leukoencephalopathy (n = 6) and deafness neurosensory (n = 3) in the 18–45 age group, and hepatic necrosis (n = 4) in the 46–65 age group were rated as high clinical priority. The overall onset time for all AEs exhibited an early failure pattern, with a median onset time of 74 days (IQR 19–310.5), whereas the median onset time for designated medical events (DMEs) was 59 days (IQR 12–186).ConclusionThe long-term safety of DTG requires reassessing its risk-benefit ratio. …”
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Study of Feasibility Integrated Agroindustry Development Unit Black Grass Jelly Powder (Mesona palustris) in Province of East Java by Irvan Adhin Cholilie, Susinggih Wijana, Bambang Dwi Argo

“…It is based on research with the results of the assessment and weighting by using pairwise comparison and rating scale, the value of the highest weight in the “inti plasma” partnership with a value of 4,893. …”
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Workbench in the Teaching of Optics to Junior High School by Emerson B. Cuzzamu

“…The study determined the status of textbooks in Physics of Optics in terms of availability, relevance of content, scope of subject-matter, and suitability; the degree of need for workbench in Optics; the validity of the proposed developed workbench in Optics as rated by Physics experts in terms of introduction, learning competencies, presentation of concepts, and exercises. …”
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Project Quality Assessment Based on Fuzzy Nodeling by E. N. Zhivitskaya, T. A. Safronova

“…The first rule bloke – projector rating- consists of 36 fuzzy rules that help taking into account quality of projector’s work. …”
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VIBROACOUSTIC DYNAMICS SIMULATION OF RAIL ON SLEEPERS by Sergey Fedorovich Podust, Denis Alexandrovich Kuklin

“…It permits to specify the noise emission pattern in low and high frequencies of the rated audio band. …”
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Time-Series Forecasting Method Based on Hierarchical Spatio-Temporal Attention Mechanism by Zhiguo Xiao, Junli Liu, Xinyao Cao, Ke Wang, Dongni Li, Qian Liu

“…Breaking through traditional structural designs, the model employs a Squeeze-and-Excitation Network (SENet) to reconstruct the convolutional layers of the Temporal Convolutional Network (TCN), strengthening the feature expression of key time steps through dynamic channel weight allocation to address the redundancy issue of traditional causal convolutions in local pattern capture. A Bidirectional Gated Recurrent Unit (BiGRU) variant based on a global attention mechanism is designed, leveraging the collaboration between gating units and attention weights to mine cross-period long-distance dependencies and effectively alleviate the gradient disappearance problem of Recurrent Neural Network (RNN-like) models in multi-scale time-series analysis. …”
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Superconducting Quantum Oscillations and Anomalous Negative Magnetoresistance in a Honeycomb Nanopatterned Oxide Interface Superconductor by Yishuai Wang, Siyuan Hong, Wenze Pan, Yi Zhou, Yanwu Xie

“…In this work, we fabricate an LaAlO_{3}/KTaO_{3} interface superconductor patterned with a nanohoneycomb array of insulating islands. …”
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Policy and newly confirmed cases universally shape the human mobility during COVID-19 by Li Kehan, Li Chao, Xiang Yinfeng, He Fengxiang, He Shibo, Chen Jiming, Fang Yi, Sun Youxian

“…Understanding how human mobility pattern changes during the COVID-19 is of great importance in controlling the transmission of the pandemic. …”
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Modern methods of studying of human gastro-intestinal microflora by Ye. A. Poluektova, O. S. Lyashenko, O. S. Shifrin, A. A. Sheptulin, V. T. Ivashkin

“…From the middle of XX century bacteriological method of investigation based on obtaining of pure culture was widely applied in rating of microflora pattern. However, during the last decade modern methods of diagnostics which allow to investigate structure and functions of microorganisms at a genetic level, even at the presence of single bacterial cell in a sample.Conclusion. …”
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Voters’ Attributions of Psychopathic Traits to Donald Trump and Hillary Clinton After the 2016 U.S. Presidential Election and the 2020 Trump Impeachment Trial by Paul E. Jose, Ira J. Roseman, Anna Geiserman, Taylor Winter, Boris Bizumic

“…The sample, 159 Trump voters and 154 Clinton voters, rated their own authoritarian beliefs and their perceptions of psychopathic tendencies in both candidates, and reported their vote. …”
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Pun processing in advertising posters: evidence from eye tracking by Anastasiia Konovalova, Tatiana Petrova

“…The results of the preliminary experiment showed that advertisements with puns are rated as more attractive, original, effective and positive compared to advertisements without puns. …”
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Disgust enhances the recollection of negative emotional images. by Camilla J Croucher, Andrew J Calder, Cristina Ramponi, Philip J Barnard, Fionnuala C Murphy

“…The term impact refers to an undifferentiated emotional response to a stimulus, without requiring detailed consideration of specific dimensions of image content. We argue that ratings of impact relate to how the self is affected. …”
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Methods in Ranking Fuzzy Numbers: A Unified Index and Comparative Reviews by Thanh-Lam Nguyen

“…To date, numerous indices have been established; however, counterintuition, less discrimination, and/or inconsistency on their fuzzy-number rating outcomes have prohibited their comprehensive implementation. …”
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Flood Forecasting for Small Reservoirs Based on Neural Networks by PENG Wei, XIONG Jiayi, JIANG Xianqun, GAO Yueming

“…In flood forecasting,empirical prediction methods report low accuracy,and traditional hydrological models face the problems of large workloads and difficult promotion when they are applied to small reservoirs.Hence,an artificial neural network (ANN) method is introduced,which is equipped with powerful feature-learning capability.It is combined with the genetic algorithm (GA) to find the optimal parameters for flood forecasting of small reservoirs as GA can realize automatic optimization of the time step and hidden-layer neuron nodes in ANN.In this way,parameter search can be targeted,and personalized flood forecasting models can be constructed for each small reservoir.In addition,the flood forecasting models based on the back propagation (BP),long short-term memory (LSTM),and gated recurrent unit (GRU) neural networks are built,and comparisons between simulations and measured data are conducted for the flood process.The results show that the LSTM model has high prediction accuracy and good stability and can learn and simulate the water-level change pattern of the actual flood process,demonstrating better prediction performance than BP and GRU models.…”
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High in-situ stress evaluation and disaster case analysis for the Sichuan–Tibet railway by DAI Xiangqian, WANG Chenghu, GAO Guiyun, YANG Xinshuai, LIU Jikun

“…Among the 28 documented tunnel catastrophe cases (12 involving rock bursts and 16 involving large deformations in soft rocks), the minimum burial depth for tunnels experiencing rock bursts is 700 m, while the minimum burial depth for tunnels experiencing large deformations in soft rocks is 275 m. Six tunnels are rated as under high stresses, and eight tunnels are rated as under extremely high stresses. …”
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Sleep disorders and quality of life of harvesters rural labourers Distúrbios do sono e qualidade de vida de trabalhadores rurais safristas by Joseane Lima, Sueli Rossini, Rubens Reimão

“…Instruments used: clinical interview, The Pittsburgh Sleep Quality, Index Beck Anxiety Inventory, Hamilton Depression Rating Scale, and World Health Organization Quality of Life. …”
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Spectrogram-Based Arrhythmia Classification Using Three-Channel Deep Learning Model with Feature Fusion by Alaa Eleyan, Fatih Bayram, Gülden Eleyan

“…To enhance performance, the extracted features are concatenated before feeding them into a gated recurrent unit (GRU) model. The proposed approach is extensively evaluated on two ECG datasets (MIT-BIH + BIDMC and MIT-BIH) with three and five classes, respectively. …”
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Effects of early spasticity treatment on children with hemiplegic cerebral palsy: a preliminary study by Marise Bueno Zonta, Isac Bruck, Marilene Puppi, Sandra Muzzolon, Arnolfo de Carvalho Neto, Lucia Helena Coutinho dos Santos

“…Methods Gross Motor Function Measure (GMFM), functional performance (Pediatric Evaluation of Disability Inventory - PEDI), range of movement, gait pattern (Physician Rating Scale - PRS) and the speed of hand movements were considered. …”
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Shape of You: Eye-Tracking and Social Perceptions of the Human Body by Edward Morrison, Marianne Lanigan

“…Dependent variables were the number and duration of fixations, and Likert ratings. Most visual attention was paid to the chest and midriff, but this pattern differed slightly depending on the judgement being made, and on the BMI of the body. …”
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Anteromedial facet coronoid fractures: an algorithmic approach for assessment and management based on 3 dimensional computed tomography humeral subtraction by Armin Badre, MD, MSc, FRCSC, Moayd Abdullah H. Awad, MBBS, FRCSC, Robert Chan, MD, MSc, FRCSC, Michael Lapner, MD, FRCSC

“…After an average follow up of 17 ± 14 months, they achieved an elbow arc of 130° ± 19°, forearm arc of 153° ± 13°, Mayo Elbow Performance Index of 98.4 ± 4.0, quick disabilities of the arm, shoulder, and hand of 8.3 ± 9.1, patient-rated elbow evaluation of 18.2 ± 9.1, and a single assessment numeric evaluation score of 90% ± 11%. …”
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