Classification performance and reproducibility of GPT-4 omni for information extraction from veterinary electronic health records by Judit M. Wulcan, Kevin L. Jacques, Mary Ann Lee, Samantha L. Kovacs, Nicole Dausend, Lauren E. Prince, Jonatan Wulcan, Sina Marsilio, Stefan M. Keller

“…The performance of GPT-4o was significantly better than that of its predecessor, GPT-3.5 Turbo, particularly with respect to sensitivity where GPT-3.5 Turbo only achieved 81.7% (IQR 78.9–84.8%). …”
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Quelle valeur pour le patrimoine paysager ? Du désir de paysage à la volonté de territoire by Catherine Chomarat-Ruiz

“…Assuming that this value fluctuates according to the historical context, and the criteria we set to ourselves, it raises the issue of its foundation. Does this heritage value lay on a « desire of landscape» or on a « will of territorial development» ? …”
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Quality and safety requirements for pharmacy-based vaccination in resource-limited countries by Kidanemariam G/Michael Beyene, Melaku Tileku Tamiru

“…This commentary aims to inform stakeholders and offer practical recommendations to minimize risks while leveraging its benefits.…”
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Potentiality of Funori to restore physical breaks of deteriorated cellulosic fibers by Elisabetta Andrina

“…In the last twenty years Funori  has become known outside Japan thanks to its capacity not to modify the appearance of the painted surface. …”
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The Role of the Gastrointestinal Microbiota in Parkinson’s Disease by Maurizio Gabrielli, Lorenzo Zileri Dal Verme, Maria Assunta Zocco, Enrico Celestino Nista, Veronica Ojetti, Antonio Gasbarrini

“…Background/Objectives: Parkinson’s disease (PD) is a progressive neurodegenerative disorder characterized by the loss of dopaminergic neurons leading to debilitating motor and non-motor symptoms. Beyond its well-known neurological features, emerging evidence underscores the pivotal role of the gut–brain axis and gastrointestinal microbiota in PD pathogenesis. …”
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PROBLEMS OF DIPLOMACY IN THE PROCESS OF EURASIAN INTEGRATION by A. A. Durdyyeva

“…The EU experience analysis and the possibility to prevent its mistakes will allow the EAU to make use of the existing integration, political and economic resources more efficiently on its way toward establishment.…”
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Landscape Design: Analyzing Site Conditions by Gail Hansen, Erin Alvarez

“…ENH1165, a 4-page illustrated fact sheet by Gail Hansen and Erin Alvarez, takes homeowners through the process of developing an inventory and analysis of their yards to determine action items toward achieving the desired results in their landscape design. …”
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INFORMACINIS GENOMAS, INDIVIDO IR POPULIACIJOS GENOMAI by Jonas Rubikas

“…It is necessary to distinguish two concepts: DNA molecule (or its fragment) as a chemical substance and DNA molecule as a carrier of genetic information. …”
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Economie de la décision publique et conflits d'usages pour un cadre de vie dans les espaces ruraux et périurbains by Philippe Jeanneaux

“…Land-uses and neighbourhood conflicts reveal the rise of the rural living environment and with its confrontation with the other functions of the countryside (productive and "nature"). …”
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Modern approaches to the therapy of computer visual syndrome by Zakharova M.A., Zh.G. Oganezova

“…According to the estimates of different researchers, working with a computer for more than three hours a day leads to the development of the CVS in its different manifestations in 64-90% of users. …”
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One Mean Weed! by Charles Jacoby, Nanette Holland, Debbi Berger

“…This 6-page activity illustrates how characteristics of the autumn olive, Elaeagnus umbellata, influence its ability to invade habitats. …”
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Selflessness: An International Comparative Analysis of a Much-Needed Public Value by Christina W. Andrews, Michiel de Vries

“…We also investigate the factors that explain its emergence and how they interact in predicting it. …”
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High-Resolution Geochemical Data Mapping With Swin Transformer-Convolution-Based Multisource Geoscience Data Fusion by Ye Yuan, Shuguang Zhou, Jianhua Bian, Jinlin Wang, Wei Han, Jining Yan

“…Although remote sensing data provides rich surface spectral information and shows a strong correlation with geological features, its accuracy in large-scale geochemical data inversion is insufficient. …”
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Study on coded distributed fast Hadamard transform based non-binary LDPC code decoding algorithm by Rui LIU, Yong LI

“…Despite the excellent error correction performance and burst error resistance capability of non-binary LDPC codes, the complexity of the decoding algorithms hinders their broader application.In the classic FHT-QSPA decoding, the fast Hadamard transform (FHT) and its inverse transform (IFHT) have become the main bottleneck for updating the check nodes.Therefore, a coded distributed FHT scheme based on systematic MDS codes was proposed.In the scheme, the channel probability was modeled by the master node as a matrix and it was segmented, and those sub-matrices were encoded into redundant ones.Then, all the sub-matrices were offloaded to worker nodes to perform parallel FHT and IFHT, and the results were sent back to the master node for the final decoding.By embedding redundant information, the proposed scheme resolved the straggling problem, improving the efficiency, and accelerating the entire decoding process.Comparisons with other coded matrix multiplication schemes, the proposed scheme provides lower encoding complexity, higher numerical accuracy in decoding recovery, and maintains an efficient butterfly operation, effectively reducing the computational complexity of worker nodes.The time comparison and decoding performance analysis reveal that the proposed scheme achieves up to approximately 3.8 times acceleration compared to the traditional single-node FHT scheme, significantly enhances the FHT-QSPA decoding efficiency without affecting the decoding performance.…”
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Transregionalization in the Context of Globalization by D. A. Kuznetsov

“…If they contradict each other, transregionalization facilitates the creation of new dividing lines.Considering several cases of megaprojects, especially in the Asia-Pacific, the article substantiates the typology of transregionalization, emphasizing its cooperative (inclusive and aimed at global integration) and competitive form (mostly exclusive and impossible to converge with other projects). …”
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Low-cost seaweed biomass treatment with formaldehyde for cationic dyes removal from aqueous solutions by D. M. Polanco-Gamboa, Mohamed Abatal, D. M. Polanco-Gamboa, Claudia Aguilar, Francisco Anguebes-Fransechi, Eder C. Lima, Joel Vargas, Ismeli Alfonso, A Quiroz

“…According to the results, the brown algae FV-FORMALD could be considered appropriate for removing cationic dyes due to its high efficiency and an environmentally friendly, sustainable, and low-cost approach.…”
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Unlocking genetic diversity for low-input systems in a changing climate through participatory characterization and GWAS of lentil landraces by Elisa Lorenzetti, Mercy Wairimu Macharia, Svenja Mager, Matteo Dell’Acqua, Stefano Carlesi, Paolo Bàrberi

“…Lentil landraces from Italy and beyond, either abandoned or still cultivated, were collected from genebanks, seed savers, universities and farmers. …”
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Determination of Mammalian Target of Rapamycin Hyperactivation as Prognostic Factor in Well-Differentiated Neuroendocrine Tumors by G. Lamberti, C. Ceccarelli, N. Brighi, I. Maggio, D. Santini, C. Mosconi, C. Ricci, G. Biasco, D. Campana

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Data-Driven Modeling of Weakly Nonlinear Circuits via Generalized Transfer Function Approximation by Antonio Carlucci, Ion Victor Gosea, Stefano Grivet-Talocia

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TYPES OF TERMINOLOGICAL COLLOCATIONS IN MEDICAL ENGLISH DISCOURSE by Oksana O. Lyamova

“…The article analyses various definitions of the term "collocation", describes its main characteristics, presents the classification of the most common terminological collocations used in medical English. …”
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