Clinical characteristics of COVID-19 in children and adolescents: insights from an Italian paediatric cohort using a machine-learning approach by Carlo Giaquinto, Daniela Paolotti, Daniele Donà, Stefania Fiandrino, Piero Poletti, Michael Davis Tira, Costanza Di Chiara

“…Third, we explore the key features influencing the classification through the SHapley Additive exPlanations.Results The unsupervised clustering identified three severity risk profile groups. …”
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Effect of two-stage cold-rolling on microstructure， texture，mechanical and magnetic properties of ultrathin-gauge non-oriented silicon steel by XING Yuran, CHENG Zhaoyang, LUO Wen, JIA Juan, LIU Jing

“…Ultrathin-gauge non-oriented silicon steel sheets are produced by both one-stage and two-stage cold-rolling processes.The effects of rolling and annealing on the evolution of microstructure， texture， mechanical， and magnetic properties are investigated. …”
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Microstructure formation of rapidly/sub-rapidly solidified Gd-Co-Ti immiscible alloys by Hao Sun, Hongxiang Jiang, Haobo Ma, Binghao Han, Lili Zhang, Jie He, Jiuzhou Zhao

“…The solidification microstructure evolution was simulated. The numerical results are well consistent with the experimental data, which verifies the validity of the developed model. …”
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Characteristics of Neisseria meningitidis isolated from patients with urogenital infection in a region of China by Qinghui Xie, Yang Yang, Wenwen Xu, Dandan Yang, Jingrui Li, Yijie Tang, Lingyun Shen, Fangyuan Yu, Wenhao Weng, Fuquan Long, Qingqiong Luo

“…Conclusions These findings collectively demonstrate the convergent evolution of urogenital tropism, antimicrobial resistance (AMR) emergence, and metabolic adaptation to genitourinary microenvironments, underscoring the threat of genitourinary Nm infections. …”
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Establishing a pediatric solid tumor PDX biobank for precision oncology research by Larissa Akemi Kido, Milena Rodrigues Marusco, Ellen Aparecida da Silva, Laís Do Carmo, Ana Beatriz Teodoro Borges, Felipe Luz Torres Silva, Juliana Silveira Ruas, Dieila Giomo de Lima, Larissa de Abreu Fernandes, Camila Maia Martin Daiggi, Izilda Aparecida Cardinalli, Mayara Ferreira Euzébio, Patricia Yoshioka Jotta, Mariana Maschietto, Priscila Pini Zenatti

“…A pediatric PDX biobank can effectively capture key tumor features while facilitating the study of therapeutic responses and tumor evolution. …”
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Genomic Sequencing and Characterization of Two <i>Auricularia</i> Species from the Qinling Region: Insights into Evolutionary Dynamics and Secondary Metabolite Potential by Jianzhao Qi, Shijie Kang, Ming Zhang, Shen Qi, Yulai Li, Khassanov Vadim, Shuangtian Du, Minglei Li

“…Analyses of CYP450, carbohydrate-active enzymes (CAZymes), and gene family expansion/contraction revealed distinct genomic features between the two strains. SSR and LTR insertion time analyses revealed the genome dynamics of the two strains during their evolution. …”
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<i>Folliculin</i> (<i>FLCN</i>) in Thyroid Tumors: Incidence, Significance, and Role as a Driver Gene and Secondary Alteration by Faisal A. Hassan, Camryn Slone, Robert J. McDonald, Julie C. Dueber, Adeel M. Ashraf, Melina J. Windon, Oliver J. Fackelmayer, Cortney Y. Lee, Therese J. Bocklage, Derek B. Allison

“…Molecular testing confirmed biallelic <i>FLCN</i> inactivation, but no additional mutations or aggressive features were observed, and the patient remained disease-free post-thyroidectomy. …”
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Remote Sensing Fine Estimation Model of PM_2.5 Concentration Based on Improved Long Short-Term Memory Network: A Case Study on Beijing–Tianjin–Hebei Urban Agglomeration i... by Yiye Ji, Yanjun Wang, Cheng Wang, Xuchao Tang, Mengru Song

“…Second, to effectively capture temporal dependencies and emphasize key features, an improved Long Short-Term Memory Network (LSTM) model, Bi-LSTM-SA, was constructed by combining a bidirectional LSTM (Bi-LSTM) model with a self-adaptive attention mechanism (SA). …”
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Crustal Heterogeneity Onshore Central Spitsbergen: Insights From New Gravity and Vintage Geophysical Data by Kim Senger, Fenna Ammerlaan, Peter Betlem, Marco Brönner, Marie‐Andrée Dumais, Jomar Gellein, Tormod Henningsen, Julian Janocha, Erik P. Johannessen, Jonas Liebsch, Jakob Machleidt, Tereza Mosočiová, Snorre Olaussen, Bo Olofsson, Nil Rodes, Sofia Rylander, Grace E. Shephard, Aleksandra Smyrak‐Sikora, Juan D. Solano‐Acosta, Anna Sterley

“…We compare the new and vintage gravity using maps and profiles, linked to the known major tectonic features such as major basinal axes and fault zones, as well as other geophysical data sets including seismics and magnetics.…”
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Metabolic, transcriptomic, and proteomic adaptations in pancreatic ductal adenocarcinoma-patient derived xenograft models across serial passages by Pengfei Guo, Haizong Fang, Han Shi, Junrong Zhang, Ge Song, Chongjiu Fan, Xinyu Qiu, Xianchao Lin, Shi Wen, Jianghua Feng, Heguang Huang, Tianhong Teng

“…Results PDX tumors closely mirrored primary tumors in metabolic characteristics, maintaining key metabolic features of PDAC with minor variations in amino acid metabolism, particularly glutamine and aspartate levels. …”
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A complete structural analysis of the FⅠ17 strike-slip fault and its hydrocarbon enrichment factors, Tarim basin, NW China by Shi Chen, Shi Chen, Xinxin Liang, Xinxin Liang, Xingguo Song, Xingguo Song, Yintao Zhang, Zhou Xie, Yuan Neng, Yuan Neng, Pengfei Kang, Jianxun Zhou, Jianxun Zhou

“…Analyzing the FⅠ17 fault offers crucial insights into the role of basement structures on the evolution and formation of intracratonic strike-slip fault systems. …”
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Physics-enhanced machine learning for predicting strength of high-carbon chromium steel during thermomechanical processing and spheroidizing annealing by Changqing Shu, Shasha Zhang, Peiheng Ding, Yaxin Sun, Xuewei Tao, Xiaolin Zhu, Qiuhao Gu, Liukai Hua, Song Xue, Zhengjun Yao

“…Understanding the microstructural evolution during thermomechanical processing and spheroidizing annealing is critical for optimizing mechanical properties. …”
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Evaluation of MITgcm-based ocean reanalyses for the Southern Ocean by Y. Nakayama, Y. Nakayama, A. Malyarenko, A. Malyarenko, H. Zhang, O. Wang, M. Auger, M. Auger, Y. Nie, Y. Nie, I. Fenty, M. Mazloff, A. Köhl, D. Menemenlis

“…However, our evaluation finds that the time evolution of the Southern Ocean is not well simulated in these ocean reanalyses. …”
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Predictions of Dust Continuum Emission from a Potential Circumplanetary Disk: A Case Study of the Planet Candidate AB Aurigae b by Yuhito Shibaike, Jun Hashimoto, Ruobing Dong, Christoph Mordasini, Misato Fukagawa, Takayuki Muto

“…However, a recently reported gas-accreting planet candidate, AB Aurigae b, has not been detected in (sub)millimeter continuum observations. We calculate the evolution of dust in the potential CPD of AB Aurigae b and predict its thermal emission at 1.3 mm wavelength as a case study, where the obtained features may also be applied to other gas-accreting planets. …”
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Spleen Involvement at Diagnosis of Multiple Myeloma: A Case Report and Literature Review by Alessia Fiorini, Maria Gabriela Chavez, Valentina Panichi, Marco Dell'Aquila, Valentina Ranucci, Daniele Remotti, Michela Tarnani, Marco Montanaro, Roberto Latagliata, Alessandro Andriani

“…In the other few cases of spleen involvement reported, however, there were only scarce details about response: as a consequence, collection of similar cases is warranted to fully understand clinical features and possible alternative approaches for these extremely rare patients.…”
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Dynamics of recurrent neural networks with piecewise linear activation function in the context-dependent decision-making task by Kononov, Roman Andreevich, Maslennikov, O.  V., Nekorkin, Vladimir Isaakovich

“…This methodology allows for tracking the evolution of system attractors and corresponding populations during the learning process. …”
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VIDEO-BASED LEARNING IN THE DIGITAL AGE: CHALLENGES AND OPPORTUNITIES by Oxana Khomyshak

“…The findings have showcased the transformation of learning with the aid of video nowadays.  The evolution of video has been traced by the development of techniques of its use from 1895 to 2024 including demonstration (e.g. motion pictures, silent movies), explanation (e.g. feature-length movies with sound and colour), engagement (e.g. television, live broadcast real-world scenarios), interaction (e.g. online videos), personalisation (e.g. …”
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How “Rational” Is Urban Public Corruption? by Cameron Elliott Gordon

“…This article reviews the literature on both (a) the general theory of public corruption and its evolution over time; and (b) the history of urban public corruption during the modern period into the present. …”
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Pangenome analysis indicates evolutionary origins and genetic diversity: emphasis on the role of nodulation in symbiotic Bradyrhizobium by Leonardo Araujo Terra, Milena Serenato Klepa, Marco Antonio Nogueira, Marco Antonio Nogueira, Mariangela Hungria, Mariangela Hungria

“…Pangenome analysis of Bradyrhizobium species from the Northern and Southern Hemispheres provided valuable insights into their diversity, biogeography, origin, and co-evolution with their legume host plants. The genus possesses a relatively small core genome compared to the expanded accessory genome, a key feature that facilitates genetic exchange and acquisition of new genes, allowing adaptation to a variety of environments. …”
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“DISGRACE” BY J.M. COETZEE AS A POSTMODERN VARIATION OF THE NOVEL ABOUT A MUSICIAN by Mariia S. Pshenychna

“…Significantly, David’s work in the novel acts as a kind of springboard in which all three forms of time and space merge: David’s opera reflects both his internal evolution and external cultural and historical changes (the choice of the African banjo as an accompaniment instead of the piano). …”
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