Study on SHP2 Conformational Transition and Structural Characterization of Its High-Potency Allosteric Inhibitors by Molecular Dynamics Simulations Combined with Machine Learning by Baerlike Wujieti, Mingtian Hao, Erxia Liu, Luqi Zhou, Huanchao Wang, Yu Zhang, Wei Cui, Bozhen Chen

“…Furthermore, to biophysically interpret high-dimensional simulation trajectories, we employed interpretable machine learning methods, specifically extreme gradient boosting (XGBoost) with Shapley additive explanations (SHAP), to comprehensively analyze the simulation data. …”
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Diagnosis of Water-Influx Locations of Horizontal Well Subject to Bottom-Water Drive through Well-Testing Analysis by Jiazheng Qin, Shiqing Cheng, Youwei He, Dingyi Li, Le Luo, Xinzhe Shen, Haiyang Yu

“…Results indicate that the method proposed in this paper enables petroleum operators to interpret parameters of reservoir and HW more accurately by using well-testing interpretation on the basis of bottom-hole pressure data and further estimate water-influx sections and nonproducing segments. …”
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Experiences of community-dwelling older adults living with multiple chronic conditions: a qualitative study by Sharon Kaasalainen, Jenny Ploeg, Marta Canesi, Kimberly D Fraser, Carrie McAiney, Maureen Markle-Reid, Sinead Dufour, Lisa Garland Baird, Tracey Chambers

“…Objectives The aim of the study was to understand the experiences of living with multiple chronic conditions (MCC) from the perspective of community-living older adults with MCC.Design A qualitative study using an interpretive description approach.Setting Participants were recruited from southern Ontario, Canada.Participants 21 community-living, older adults (≥65 years) with an average of 7.4 chronic conditions including one of diabetes, dementia or stroke.Methods Data were collected through digitally-recorded, in-depth, semi-structured in-person interviews. …”
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Exploring how PRIME-Parkinson care is implemented and whether, how and why it produces change, for who and under what conditions: a protocol for an embedded process evaluation with... by Yoav Ben-Shlomo, Sabi Redwood, Judi Kidger, Emma Tenison, Heather Brant, Emily J Henderson, Fiona Lithander, Katherine Lloyd, Safi Smith

“…Interview transcripts will be analysed thematically using interpretive qualitative analysis. Synthesis of quantitative and qualitative data will also be performed to draw conclusions.Ethics and dissemination The quantitative data will be collected as part of the main PRIME-UK RCT which was been granted NHS REC approval (21/LO/0387) on 27 July 2021. …”
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Advanced sleep disorder detection using multi-layered ensemble learning and advanced data balancing techniques by Muhammad Mostafa Monowar, S. M. Nuruzzaman Nobel, Maharin Afroj, Md Abdul Hamid, Md Zia Uddin, Md Mohsin Kabir, M. F. Mridha

“…The proposed approach, combining multiple models and advanced interpretability methods, promises improved patient outcomes and greater diagnostic accuracy, paving the way for future applications in medical diagnostics.…”
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Une inscription méconnue de Cos/Cosa dans la cité des Cadurques by Sabine Armani

“…On line 2, the mention of the ciuitas Cadurcorum calls for several types of interpretation, depending on the position of the text preserved in the dedication. …”
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Tacit knowledge as a gift: sociology of the managerial culture in old China by M. Yu. Zakharov, O. V. Kryshtanovskaya, A. A. Komarova

“…The interpretation of the concept of «knowledge» in spiritual culture of old China has been considered. …”
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I racconti votivi contemporanei: pagine di un continuo liber miraculorum by Vincenzo Spera

“…The article presents an interpretation of the ex voto like a kind of storytelling of the experience lived by the devotee who claims to have had contact with the powerful Otherness. …”
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A Self-Adaptive Technique for Solving Variational Inequalities: A New Approach to the Problem by Muhammad Bux, Saleem Ullah, Muhammad Shoaib Arif, Kamaleldin Abodayeh

“…The motivation of the presented study is to provide a meaningful extension to existing knowledge through convergence at mild conditions. The numerical interpretation provided a significant boost to the results.…”
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Personalized Genetic Testing and Norovirus Susceptibility by Natalie Prystajecky, Fiona SL Brinkman, Brian Auk, Judith L Isaac-Renton, Patrick Tang

“…BACKGROUND: The availability of direct-to-consumer personalized genetic testing has enabled the public to access and interpret their own genetic information. Various genetic traits can be determined including resistance to norovirus through a nonsense mutation (G428A) in the FUT2 gene. …”
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Il monitoraggio ambientale come “dispositivo” politico e “costrutto” socioculturale. Una proposta interpretativa e operativa a partire dalla città di Taranto by Enzo V. Alliegro

“…As a result, it is put forward an interpretative proposal of applied anthropology aimed at overcoming the gap between local risk perception and public control and mitigation policies.…”
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The Symbol’s Brevity Rhetoric in Comparison with Metaphor and Allegory Based on Modern Poetry by Mohammad Ghaderimoghaddam, Raheleh Abdollahzadeh Borzo

“…In this paper, by studying brevity characteristics of symbol such as lack of symmetry, union of  pictures and thought ,immensity and  vague message, the nature of paradoxes, total reflection in the details, gloss and interpretation , we demonstrated symbolism in comparison with other types of imagery, in the concentrated expression and indirect is dedicated to the highest level.…”
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Motivation of agricultural workers: mechanism, features and directions of development by E. A. Pogrebtsova, V. V. Leushkina, O. V. Kondratieva

“…The article presents an interpretation of the concept of «motivation» taking into account the peculiarities of agriculture. …”
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Eigil Rothe, an early twentieth century wall paintings conservator in Denmark by Isabelle Brajer

“…His ideas about retouching and impregnation were propelled by his sense of aesthetics, which rejected nineteenth century interpretations, and called for a respect for the passage of time. …”
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The cultural approach in the development discourse by MACIA MARTÍNEZ, Irene, DE ANGELIS, Alessia

“…Our analysis is carried out through a short study of different branches of Sociology and Anthropology interpretative perspectives regarding the development concept. …”
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De l’imaginaire des retombées au Bunker Bildungsroman : l’imaginaire nucléaire après l’utopie by Anindita Banerjee

“…The multidirectional, dialogic interpretation between the real, the imaginary, the lived and the speculative potentialities of the nuclear mobilizes the bunker bildungsroman into a powerful handbook of living.…”
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Profit Malmquist Index and Its Global Form in the Presence of the Negative Data in DEA by Ghasem Tohidi, Shabnam Razavyan, Simin Tohidnia

“…The range directional model (RDM) and the proposed efficiencies are used to compute the proposed index and its components. The interpretations of the components are presented. Finally, a numerical example is organized to illustrate the proposed index and its components at three successive periods of time.…”
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A Fertilization of Sweet Corn, Celery, Romaine, Escarole, Endive, and Radish on Organic Soils in Florida by George Hochmuth, Ed Hanlon, George Snyder, Russell Nagata, Tom Schueneman

“…This bulletin summarizes fertilization research results with these crops from the 1940s to the present. New interpretations of these compiled works were used to produce updated UF/IFAS Extension recommendations for fertilization of these six vegetable crops. …”
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Integrating Critical Thinking into Extension Programming #4: Measuring Critical Thinking Styles Using the UFCTI by Alexa J. Lamm

“…This 3-page fact sheet describes the history and development of the UFCTI, how to interpret the results, and how to use the test to enhance Extension programs. …”
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'n Tegniek vir die identifisering van mense se konsepte van God by F. J. van Jaarsveld, J. Janse van Rensburg

“…This includes the development and evaluation of a category system for the interpretation of personal constructs regarding concepts of God. …”
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