No three productions alike: Lexical variability, situated dynamics, and path dependence in task-based corpora by Shadrova Anna

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An evaluation of the severe acute respiratory infection surveillance system in Ireland by Louise Marron, Roisin Duffy, Joan O’Donnell, Lisa Domegan

“…Results Completeness of key variables including age and outcome was 100% (n = 747). …”
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Prevalence and predictors of severe Crohn’s disease at a tertiary hospital in South Africa by C Gounden, V Naidoo, Y Moodley

“…Demographic and clinical variables at diagnosis of CD were collected and analysed for statistical association with development of SCD (defined as the presence of >/= 1 of the following over the course of CD: complex perianal disease, colonic resection >/= 2 small bowel resections, a single small bowel resection > 50cm, or construction of a definitive stoma). …”
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Low Complexity Unquantized Forward Stack Decoding Algorithm for Spinal Codes in Measurement While Drilling Communication by Xiaoyang Yu, Lei Liang, Ke Jiang, Tianwei Chen

“…Under severe channel fluctuations, forward stack decoding (FSD) tends to search more invalid nodes, increasing decoding complexity. …”
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Reconstruction of climatic events from the 16th century in Transylvania: interdisciplinary analysis based on historical sources by Ovidiu Răzvan Gaceu, Tudor Caciora, Ștefan Baias, Cezar Morar, Mihai Dudaș, Marius Stupariu, Maria Maxim

“…In particular, the period 1,527–1544 was marked by intense heat and droughts, severely affecting agriculture and causing famine. …”
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A bi-subpopulation coevolutionary immune algorithm for multi-objective combinatorial optimization in multi-UAV task allocation by Xi Chen, Yu Wan, Jingtao Qi, Zipeng Zhao, Yirun Ruan, Jun Tang

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The Effect of Architectural Forms on Aesthetic Response : Study Case by Lawand Kamal Othman, Alan Faraydoon Ali

“…Four formal attributes. Complexity, Order, Ambiguity, and Potency, each of which was measured by three variables, and one variable added to the ambiguity, so a total of 13 formal (cognitive / perceptual) variables were included in the study. …”
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Re-calibrating measurements of low-cost air quality monitors using PCR-GPR air quality forecasting models. by Bing Liu, Shuting Yang, Junqi Wang

“…However, there are often complex nonlinear relationships between pollutant concentrations and AQM measurements. …”
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Housing Price Forecasting Using AI (LSTM) by Hossein Ziyadi, Erfan Salavati, Mohammad Mahdi Lotfi Heravi

“…This dynamic gets more complex when a variety of quantitative and qualitative data from diverse types and from several markets are added to the model. …”
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Application Research of Cross-Attention Mechanism for Traffic Prediction Based on Heterogeneous Data by Feng Zhihao

“…The intricacy and variety of traffic conditions are often too complex and variable for traditional approaches to handling, especially when dealing with heterogeneous event data from several sources like weather variations and traffic incidents. …”
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A generative model for evaluating missing data methods in large epidemiological cohorts by Lav Radosavljević, Stephen M. Smith, Thomas E. Nichols

“…Conclusions We have created a framework for simulating large scale data with that captures the complexities of the inter-variable dependence as well as structured and unstructured informative missingness. …”
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An Interactive Clustering-Based Visualization Tool for Air Quality Data Analysis by Mahsa Ashouri, Frederick Kin Hing Phoa, Chun-Houh Chen, Galit Shmueli

“…An improved understanding of PM2.5 seasonal patterns can help environmental protection agencies (EPAs) make decisions and develop complex models for controlling the concentration of PM2.5 in different regions. …”
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Two new nonrandomized response models for surveys on sensitive topics by Andreas Quatember

“… If the direct questioning in surveys on sensitive variables leads to non-ignorable nonresponse and untruthful answers, a considerably biased estimator might be the consequence. …”
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Frailty in older adults admitted to hospital: outcomes from the Western Sydney Clinical Frailty Registry by Julee McDonagh, Richard I Lindley, Karen Byth, Reejamol John, Caleb Ferguson

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From information to action: modelling social and cognitive factors in health decisions by Jiadong Yu, D. A. Bekerian

“…A theoretical framework was developed, incorporating key variables such as perceived severity, perceived vulnerability, use of formal and informal health information, conspiracy beliefs, and political ideology. …”
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Fine‐Scale Genetic Structure of Small Fish Populations in Islands: The Case of Brook Charr Salvelinus fontinalis (Mitchill, 1814) in Saint‐Pierre and Miquelon (France) by Julie Viana, Guillaume Evanno, Céline Audet, Fabrice Teletchea

“…We found limited genetic variability across the archipelago, with particularly low genetic diversity in one island, Langlade. …”
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The role of sex, age, and BMI in treatment decisions for knee osteoarthritis: conservative management versus total knee replacement by Fabiola Ojeda, Laura Tío, Francisco Castro-Domínguez, Simone Tassani, Jerome Noailly, Jordi Monfort

“…Abstract Background Knee osteoarthritis (KOA) has a complex, multifactorial nature with well-established risk factors which may influence treatment decisions. …”
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