Exploring the complex associations between community public spaces and healthy aging: an explainable analysis using catboost and SHAP by Man Zhang, Tao Shen, Ying Li, Qianqian Li, Yongqi Lou

“…An explainable machine learning approach, incorporating CatBoost and SHAP, was used to identify key correlates and patterns of interaction among features. Results Destination accessibility, public transport, residential density, and walking infrastructure were positively associated with all health dimensions, while traffic complexity and crime rate showed consistent negative associations. …”
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The effect of cognitive avoidance on rumination in college students: the chain mediating role of perfectionism and stress by Debao An, Debao An, Jiale Wang, Yeling Xia, Wenlong Xing

“…These findings suggest that cognitive avoidance influences rumination directly and indirectly through perfectionism and stress, offering insights into maladaptive cognitive-emotional patterns in college students.…”
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The role of unpasteurized hawked milk in the transmission of brucellosis in Eldoret municipality, Kenya by Augustine Taban Namanda, Rose Kakai, Mary Otsyula

“…Background: Brucellosis is a zoonotic disease that continues to infect many people worldwide. Though its mortality rate is low, long convalescent periods associated with brucellosis translate into reduced socio-economic capacity of the people affected. …”
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What Motivates Companies to Take the Decision to Decarbonise? by Stefan M. Buettner, Werner König, Frederick Vierhub-Lorenz, Marina Gilles

“…For instance, long-term cost risks were rated more relevant than reputational gains or regulatory compliance. …”
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Experimental studies on the absorption, swelling and erosion performance of hybrid woven Kevlar/hemp reinforced epoxy composites by Sangilimuthukumar Jeyaguru, Senthil Muthu Kumar Thiagamani, Sanjay Mavinkere Rangappa, Suchart Siengchin

“…Hence, this work focuses on the fabrication of intra-ply Kevlar and hemp fiber reinforced epoxy hybrid composites with different weaving patterns such as plain weave, basket weave, and twill weave type. …”
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1D-CNN and A Weight-Based Balancing Technique for Improved Detection of Non-Technical Losses in Power Distribution Systems by Rajitroj Nattaya, Seepromting Katsarin, Chatthaworn Rongrit

“…Load profiles were collected from the smart meter database of the Provincial Electricity Authority (PEA) in Khon Kaen, Thailand, covering seasonal variations—winter, summer, and rainy seasons—to ensure comprehensive pattern representation. The weight-based balancing technique leverages real-world insights of abnormal patterns of load profiles to generate synthetic abnormal data with realistic characteristics and proportions. …”
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Modeling the Impact of Climate Change on Soil Health Using Predictive Analytics by Alsalami Zaid, Mandapati A. H. A. Hussein, Sundari Venkata Rama

“…The model's capacity to have sophisticated and nonlinear relationships within the data and its high precision and recall rate makes it a perfect instrument for soil health management. …”
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PhysioDimClassifier—imbalance data classifier model for IoMT-based remote patient monitoring systems by Sayyed Johar, G.R. Manjula

“…By analyzingsequence interruptions, the model improves the retention of imbalanced data patterns, reducing misclassification. Experimental validation demonstrates that PDCM enhances data accuracy by up to 12.61 %, improves imbalance data detection by 13.23 %, increases classification rate by 10.98 %, lowers data imbalance by 11.22 %, and decreases assessment time by 10.5 %. …”
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Nucleotide binding switches the information flow in ras GTPases. by Francesco Raimondi, Guillem Portella, Modesto Orozco, Francesca Fanelli

“…The guanine nucleotide-dependent intrinsic flexibility patterns of five G proteins were investigated in atomic detail through Molecular Dynamics simulations of the GDP- and GTP-bound states (S(GDP) and S(GTP), respectively). …”
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Expression profiling the temperature-dependent amphibian response to infection by Batrachochytrium dendrobatidis. by Laia Ribas, Ming-Shi Li, Benjamin J Doddington, Jacques Robert, Judith A Seidel, J Simon Kroll, Lyle B Zimmerman, Nicholas C Grassly, Trenton W J Garner, Matthew C Fisher

“…In order to understand how, and when, hosts mount a response to Bd we analysed infection dynamics and patterns of gene expression in the model amphibian species Silurana (Xenopus) tropicalis. …”
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Autonomic correlates of osteopathic manipulative treatment on facial functional mapping: an innovative approach based on thermal imaging by Francesco Cerritelli, David Perpetuini, Jordan Keys, Arcangelo Merla, Daniela Cardone

“…Preliminary studies suggested a parasympathetic effect of OMT, evidenced by heart-rate-variability analysis. A cross-over RCT on healthy adults was conducted to compare OMT with sham therapy. …”
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Influence of Project Risk Management in Micro and Small-Scale Industries on Workers’ Occupational Health to Enhance Productivity: An Ergonomic Approach by Jagruti Dhande, Prasad Rane, Himanshu Dhande

“…A survey involving 47 MSSIs and 827 workers was conducted to assess the effects of shift work on health and sleep patterns. The questionnaires were designed and distributed among 1497 workers and 827 workers took part in this study and returned the questionnaire (response rate 55.24%). …”
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ON THE HEALTH OF PRESCHOOL CHILDREN OF KRASNODAR REGION RURAL LOCALITY by L. V. BATRAKOVA, P. V. NEFEDOV, I. S. ZACHARCHENKO

“…The results of the study also  showed gender differences in the morbidity patterns of preschool  children, indicating that girls are at risk.…”
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THERMAL IMAGING AND GYMNASTICS INJURIES: A MEANS OF SCREENING AND INJURY IDENTIFICATION by William A. Sands, Jeni R. McNeal, Michael H. Stone

“… Gymnasts have a relatively high injury rate and severity with highly qualified gymnasts suffering the most. …”
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Spatial heterogeneity and peptide availability determine CTL killing efficiency in vivo. by Thea Hogan, Ulrich Kadolsky, Sim Tung, Benedict Seddon, Andrew Yates

“…The rate at which a cytotoxic T lymphocyte (CTL) can survey for infected cells is a key ingredient of models of vertebrate immune responses to intracellular pathogens. …”
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Effect of Sodium Nitroprusside with Plant Growth Regulators on in vitro Propagation and Genetic Stability of ‘Barhee’ Date Palm (Phoenix dactylifera L.) by Al-Mayahi Ahmed Madi Waheed

“…Monomorphic banding patterns obtained in RAPD-PCR and ISSR-PCR in tissue culture-derived and parental plants confirmed genetic stability. …”
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Study on mechanical properties and failure behavior of jointed gypsum rock under uniaxial compression using AE and DIC techniques by Yongxiang Ge, Gaofeng Ren, Xinping Li, Chao Zhang, Luwei Zhang, Chen Xu, Congrui Zhang

“…The sensitivity of each strength characteristic to changes in joint angle was also analyzed. Furthermore, the patterns of AE characteristics during the fracture process of jointed gypsum rocks were analyzed, including the effects of joint angle on the AE cumulative count rate, cumulative energy rate, and peak energy rate. …”
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Respiratory Consequences of Mild-to-Moderate Obesity: Impact on Exercise Performance in Health and in Chronic Obstructive Pulmonary Disease by Denis E. O'Donnell, Conor D. J. O'Donnell, Katherine A. Webb, Jordan A. Guenette

“…In many parts of the world, the prevalence of obesity is increasing at an alarming rate. The association between obesity, multiple comorbidities, and increased mortality is now firmly established in many epidemiological studies. …”
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Interface evolution of microdroplets in flow-focusing channels with varying aspect ratios by Luyao He, Bo Wang, Qingquan Liu, Xiaodong Chen

“…Microchannels with aspect ratios of 1, 1/2 and 1/3 are designed, where droplets are generated at the first flow-focusing junction, and three distinct flow patterns – no breakup, single breakup and multiple breakups – are observed at the second flow-focusing junction. …”
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Wavelength-time-division multiplexed fiber-optic sensor array for wide-field photoacoustic microscopy by Wei Li, Xiaoxuan Zhong, Jie Huang, Xue Bai, Yizhi Liang, Linghao Cheng, Long Jin, Hao-Cheng Tang, Yinyan Lai, Bai-Ou Guan

“…Using a 4-element sensor array, we achieved an expanded FOV of 5 × 8 mm² while maintaining high temporal resolution (160 kHz A-line rate, 0.25 Hz frame rate) and microscopic spatial resolution (10.7 μm). …”
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