Impact of strategic public health interventions to reduce tuberculosis incidence in Brazil: a Bayesian structural time-series scenario analysisResearch in context by Klauss Villalva-Serra, Beatriz Barreto-Duarte, Moreno M. Rodrigues, Artur T.L. Queiroz, Leonardo Martinez, Julio Croda, Valeria C. Rolla, Afrânio L. Kritski, Marcelo Cordeiro-Santos, Timothy R. Sterling, Mariana Araújo-Pereira, Bruno B. Andrade

“…These data were used to create a multivariable Bayesian Structural Time-Series (BSTS) model, with 5000 Monte-Carlo simulations, which identified key predictors of TB incidence and forecasted these rates from 2024 to 2030 under various scenarios. …”
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AXIOLOGICAL GROUNDS OF ARGUMENTATION IN THE INTERNET DISCOURSE OF HEALTH PSYCHOLOGY by S. V. Shevyakina

“…In the rhetorical perspective of argumentation values are integrated into the structure of a value judgement and are represented in the epideictic type of argumentation by means of the argument “model and antimodel” and the argument of ascension. …”
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Comparison of two methods in determining hearing loss type and hearing loss degree: mobile application coded with artificial neural networks and conditional structures by Ahmet Yasin Disci, Ozlem Konukseven, Rukiye Tanisir Disci

“…In this study, it is aimed to distinguish the types and degrees of hearing loss with loops created by codes written using deep learning methods and conditional structures. Method A data set consisting of 1000 pure tone airway and pure tone bone conduction hearing tests performed in the audiology clinic was prepared for this study. …”
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Development of an Intelligent System for Processing Semistructured Data: Industry Structuring and Advanced Analysis of Information Extracted from Comments to Video Clips in Social... by A. A. Poguda, H. Tape

“…Machine learning techniques including clustering and natural language processing were used. Data was structured using topic modeling and language models implemented using Python libraries. …”
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INTERPRETATION OF COAL POTENTION USING GROUND PENETRATING RADAR (GPR) METHOD by Rohmatul Wahidah, Abdul Basid

“…This study was conducted to determine of the potential distribution coal modeling on geological structure. Identification of coal structure is using Ground Penetrating Radar (GPR) 2005 it conducted because this method is more suitable for shallow of surveys. …”
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Review of machine learning-assisted multi-property design of high-entropy alloys: phase structure, mechanical, tribological, corrosion, and hydrogen storage properties by Yunlong Li, Jialiang Tan, Cheng Qian, Xiaochao Liu, Rui Nie

“…It outlines the basic workflow, including data collection, data preprocessing, ML algorithm selection, hyperparameter optimization, model evaluation and model interpretability. Subsequently, specific ML applications are discussed in relation to phase structure, hardness, yield strength, modulus of elasticity, tribological properties, corrosion resistance, and hydrogen storage properties. …”
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Identification and Interpretation of Cultural Landscape Field from the Integral Conservation Perspective by Zhitong LIANG, Yan DU, Haiyan XIA

“…The development of an interpretive framework is enabled by this, in turn enabling a formal portrayal of the organizational structure and operational mechanism of the CLF. …”
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Summed Tissue Resistance of Periodontal Ligaments and Alveolar Bone in Orthodontic Distal Retraction of Maxillary Canines: Mathematical Simulation of Clinical Data and Interpretati... by Olimpia Bunta, Vlad Muresan, Dana Festila, Mihaela Baciut

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Cultural Intelligence and Intellectual Capital: Evidence from External Audit Firms by Sohail Momeny, Zahra Poorzamani

“…The partial least squares approach was used to conduct structural equation modeling, which examined the impact of research variables on IC and fitted the suggested model. …”
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Explaining training and adjustment diversity in multinational enterprises: literal and figurative interpretations by Symeon Mandrinos, Constance Liew Sat Lin, Nurul Ilma binti Salleh

“…Design/methodology/approach – The study employs structural equation models applied to employees relocated to a Malaysian subsidiary. …”
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Quantum circuit simulation of black hole evaporation and Maxwell demon interpretation by H. Hadi, Amin Rezaei Akbarieh, Emmanuel N. Saridakis

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Stable Stratification of the Helium Rain Layer Yields Vastly Different Interiors and Magnetic Fields for Jupiter and Saturn by S. Markham, T. Guillot

“…However, we find a significant difference in terms of structure and evolution: in Jupiter, helium settling leads to a stable yet superadiabatic temperature gradient that is limited by conductive heat transport. …”
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Early Language Impairment as an Integral Part of the Cognitive Phenotype in Huntington's Disease by Arnau Puig‐Davi, Carla Franch‐Marti, Iñigo Ruiz‐Barrio, Frederic Sampedro, Jesus Perez‐Perez, Jordi A. Matias‐Guiu, Fernando Cuetos, Gonzalo Olmedo‐Saura, Laura Perez‐Carasol, Andrea Horta‐Barba, Ignacio Aracil‐Bolaños, Javier Pagonabarraga, Jaime Kulisevsky, Saul Martinez‐Horta

“…Multivariate regression analyses showed language domains as independent contributing factors of GMV and CTh loss in classical language‐related regions. Interpretation Language impairment is an integral part of the HD cognitive phenotype, with severity associated with structural disintegration in extensive cortico‐subcortical territories involved in language production and processing.…”
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Working-memory load decoding model inspired by brain cognition based on cross-frequency coupling by Jing Zhang, Tingyi Tan, Yuhao Jiang, Congming Tan, Liangliang Hu, Daowen Xiong, Yikang Ding, Guowei Huang, Junjie Qin, Yin Tian

“…Due to its unique structural design, the proposed model proficiently extracts features in temporal, frequency, and spatial domains while its feature extraction capability is validated through post-hoc interpretability techniques. …”
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Understanding the Mindset of Protesting Women Regarding the Causes and Consequences of Protest Actions: A Qualitative Study of Imprisoned Female Protesters in Yazd by Ali Nikmanesh, Ali Ruhani, Seyed Alireza Afshani, Ahmad Kalateh Sadati

“…Thematic analysis facilitates summarization, organization, and interpretation of data, making it a fundamental technique in qualitative research.Data collection involved semi-structured interviews with 8 female participants, who had taken part in the 2022 protests. …”
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Competition of Superconductivity and Charge Density Waves in Cuprates: Recent Evidence and Interpretation by A. M. Gabovich, A. I. Voitenko, T. Ekino, Mai Suan Li, H. Szymczak, M. Pękała

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Explainable, Flexible, Frequency Response Function-Based Parametric Surrogate for Guided Wave-Based Evaluation in Multiple Defect Scenarios by Paul Sieber, Rohan Soman, Wieslaw Ostachowicz, Eleni Chatzi, Konstantinos Agathos

“…This is exacerbated by the fact that numerical models for Lamb waves, which could aid in both the prediction and interpretation of such patterns, are computationally expensive. …”
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3D seismic modeling of the Amal oil field to evaluate CO2 storage potential in depleted reservoirs, Southern Gulf of Suez by Mohammed Amer, Walid M. Mabrouk, Amr M. Eid, Ahmed Metwally

“…This study integrates 3D geological modeling, seismic interpretation, and petrophysical analysis to assess the field’s suitability for CO2 sequestration. …”
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AutoML for calorific value prediction using a large database from the coal gasification practices in China by Yuchao Guo, Xia Liu, Yunfei Gao, Xiaoyu Wang, Lu Ding, Weitong Pan, Cheng Hua, Yulian He, Xueli Chen, Zhenghua Dai, Guangsuo Yu, Fuchen Wang

“…SHAP method was used to increase the model interpretability, and model validity was proved with literature data and additional in-house experiments. …”
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The Controlling Role of Geological Structures in Rock Slope Failure Mechanisms in Fold-and-Thrust Belts: An Example from the Ergetu Open-Pit Coal Mine, China by Jiewei Zhan, Biao Feng, Peng Cai, Quanli Zhao, Changle Pu, Jianbing Peng

“…Finally, a structural model of the slope rock mass was constructed based on discrete fracture network (DFN) technology. …”
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