Adjusting on-scene CPR duration based on transport time interval in out-of-hospital cardiac arrest: a nationwide multicenter study by Daseul Kim, Jae Yong Yu, Minha Kim, Gun Tak Lee, Sang Do Shin, Sung Yeon Hwang, Daun Jeong

“…Multivariable logistic regression was used to determine the variables associated with clinical outcomes. A generalized additive model based on a restricted cubic spline smooth function was utilized to infer the optimal cutoff point for on-scene CPR duration. …”
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Understanding Local Perspectives on Climate Change and Its Impacts on Small-Scale Fishing Communities in Honda Bay, Palawan, Philippines by Jesusito Vicente, Niño Jess Mar Mecha, Jean Beth Jontila

“…Most of them (65%) finished elementary and generally (94%) rely on fishing for main source of living. …”
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The fate of recessive deleterious or overdominant mutations near mating-type loci under partial selfing by Tezenas, Emilie, Giraud, Tatiana, Véber, Amandine, Billiard, Sylvain

“…In particular, under what conditions deleterious mutations are likely to be maintained for long enough near mating-compatibility genes remains to be evaluated, especially under selfing, which generally increases the purging rate of deleterious mutations. …”
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Baseline liver fibrosis-4 score correlates to the progression of anxiety and cognitive impairment in patients with Parkinson’s disease by Yongqing Cheng, Yongqing Cheng, Li Chen, Honghong Zhu, Yingchao Ge, Lei Li, Yan Guo, Xin Wang, Shuangfei You, Guojun He, Shouru Xue

“…Differences in the progression of clinical scales over five years were compared using generalized linear mixed models (GLMM).ResultsBaseline FIB-4 levels positively correlated to scores of baseline section III of the Unified-Parkinson Disease Rating Scale (UPDRS III) (r = 0.145, p = 0.017), Epworth Sleepiness Scale (EPSS) (r = 0.140, P = 0.022), Hopkins Verbal Learning Test (HVLT)-delayed recall (r = 0.128, P = 0.036) and HVLT-retention (r = 0.128, p = 0.036). …”
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Solar Irradiance Ramp Classification Using the IBEDI (Irradiance-Based Extreme Day Identification) Method by Llinet Benavides Cesar, Oscar Perpiñán-Lamigueiro

“…The strength of the proposed method relies on that it allows its generalization to any dataset. We assessed it on three datasets from distinct geographic regions—Oregon (northwestern United States), Hawaii (central Pacific Ocean), and Portugal (southwestern Europe)—each with varying temporal resolutions of five seconds, ten seconds, and one minute. …”
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Comparative analysis of deep learning models for crack detection in buildings by S. Siva Rama Krishnan, M. K. Nalla Karuppan, Adil O. Khadidos, Alaa O. Khadidos, Shitharth Selvarajan, Saarthak Tandon, Balamurugan Balusamy

“…Abstract Life-time of the buildings is generally challenged by the act of nature. In-spite of the fact that the constructions provide minimum guarantee on quality and durability, certain mismatch in the composition of the materials, stress on the building, and chemical or physical imbalance of the materials, lead to surface crack. …”
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Consumer attitudes and behavior towards organic products: Evidence from the Lithuanian market by Lina Pilelienė, Vilma Tamulienė

“…Methodology: Previous scientific works are analyzed and generalized in order to provide scientific substantiation for the research. …”
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Effects of Furrow Corn Straw Mulch on Soil Erosion and Organic Carbon Loss in Sloping Farmland in the Black Soil Region by Haiou Shen, Hongli Li, Hang Liu, Jialong Wu, Chunli Li, Yushi Liang

“…Furthermore, the ratios of <0.053 mm sediment increased but the ratios of >0.25 mm sediment generally decreased. The mean organic carbon concentration both in runoff and sediment decreased in the following order: II > III > I > T1 > T2. …”
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Einstein Ordered Weighted Aggregation Operators for Pythagorean Fuzzy Hypersoft Set With Its Application to Solve MCDM Problem by Rana Muhammad Zulqarnain, Imran Siddique, Rifaqat Ali, Jan Awrejcewicz, Hanen Karamti, Dariusz Grzelczyk, Aiyared Iampan, Muhammad Asif

“…The Pythagorean fuzzy hypersoft set is the most generalized form of the Pythagorean fuzzy soft set used to resolve indeterminate and inexplicit information in the decision-making procedure, considering the parameters&#x2019; multi-sub-attributes. …”
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Study on Intelligent Classing of Public Welfare Forestland in Kunyu City by Meng Sha, Hua Yang, Jianwei Wu, Jianning Qi

“…A comprehensive comparison under different optimization techniques revealed significant improvements in classification accuracy and generalization ability over manual classification systems. …”
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Automatic Classification of Difficulty of Texts From Eye Gaze and Physiological Measures of L2 English Speakers by Javier Melo, Leigh Fernandez, Shoya Ishimaru

“…The results showed acceptable levels of generalization to new participants (<inline-formula> <tex-math notation="LaTeX">$Acc_{LoPo} = 0.434$ </tex-math></inline-formula>) and documents (<inline-formula> <tex-math notation="LaTeX">$Acc_{LoDo} = 0.521$ </tex-math></inline-formula>). …”
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Embryo Density and Its Neutrality in Day-3 Embryo Development: A Retrospective Cohort Study by Cheng Shi, Tie Cheng Sun, Shi Hui Meng, Ping Wang, Rong Liang, Sheng Nan Duan, Hong Jing Han, Ya Nan Liu, Huan Shen, Xi Chen

“…The primary outcomes were cleaving speed, quality, and proportion of successful implantations. The generalized estimate equation (GEE) model was used both in the univariate analysis and multivariable logistic regression analyses to investigate the relationship between embryo density and embryo-developmental outcomes. …”
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Growth and Performance of Baby Spinach (Spinacia oleracea L.) Grown under Different Organic Fertilizers by C. Parwada, V. Chigiya, W. Ngezimana, J. Chipomho

“…There were varied effects of organic manures on growth performance at 14 to 28 DAS where poultry manure had higher growth performance compared to cattle and goat manure. Generally, there was a significant p<0.05 gradual increase in growth from 14 to 35 DAS on the organic manures and a decline from day 28 to 35 DAS under compound D. …”
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Transformation and fate of Fe(III) in petroleum-hydrocarbon-contaminated soil and groundwater by Essouassi Elikem, David Bulmer, Kris Bradshaw, Ardalan Hayatifar, Matthew B. J. Lindsay, Steven D. Siciliano, Derek Peak

“…The fraction of Fe(II) in the subsoils generally increased after about 22 weeks of continuous amendment injection. …”
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Psychometric Testing of the CHAMPS Questionnaire in French Canadians with COPD by Susanne Mak, Jean Bourbeau, Nancy E. Mayo, Sharon Wood-Dauphinee, Judith E. Soicher

“…Results from reliability testing indicated that intraclass correlation coefficients (ICCs) generally met the threshold for good reliability (ICC > 0.6), with frequency scores showing greater stability than caloric expenditure scores. …”
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AutoLDP: An accurate and efficient artificial intelligence-based tool for automatic labeling of digital pathology by Yingnan Zhao, Huifen Ye, Jing Yang, Su Yao, Maohua Lv, Zhihong Chen, Yunrui Ye, Qingru Hu, Cheng Lu, Zaiyi Liu, Ke Zhao, Zhihua Chen

“…In addition, the accuracy reached 96.98 ​% in validation set 2 with 13,667 cases, confirming the generalization ability of the model. Conclusion: In this study, we proposed a new model, AutoLDP, automates the extraction and recognition of key information from WSI, enabling standardized naming, and significantly improving labeling efficiency. …”
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Predicting breast cancer recurrence using deep learning by Deepa Kumari, Mutyala Venkata Sai Subhash Naidu, Subhrakanta Panda, Jabez Christopher

“…This hybridization leads to the creation of 16 robust models that enhance interpretability, facilitate generalization, and effectively manage challenges related to small datasets, class imbalance, and data preprocessing. …”
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Evidence linking phthalate exposure to alterations of hematologic parameters in Chinese children: A cross-sectional study by Mei-Ting Wei, Ying Wen, Zhu-Xia Zhang, Xiu-Ju Liu, Feng-Xiang Wei, Wei-Qiang Liu, Li Zhou, Ding-Yan Chen, Yao Yao

“…To evaluate the connections between mPAEs and hematologic indices, both individually and in combination, several analytical approaches were used, including the generalized linear model (GLM), the Bayesian kernel machine regression (BKMR) model, and the quantile g-computation (QGC) model. …”
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Sources of PM2.5 Oxidative Potential during Haze and Non-haze Seasons in Chiang Mai, Thailand by Pitakchon Ponsawansong, Tippawan Prapamontol, Kittipan Rerkasem, Somporn Chantara, Kraichat Tantrakarnapa, Sawaeng Kawichai, Guoxing Li, Cao Fang, Xiaochuan Pan, Yanlin Zhang

“…The 24-hr ambient PM2.5 samples were collected throughout 2018–2019 and the analyzed OP was compared during haze episodes, which generally occurs in the dry season, and non-haze rainy season in the Chiang Mai-Lamphun basin. …”
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Commodity risk assessment of debarked conifer wood chips fumigated with sulfuryl fluoride from the US by EFSA Panel on Plant Health (PLH), Antonio Vicent Civera, Paula Baptista, Anna Berlin, Elisavet Chatzivassiliou, Jaime Cubero, Nik Cunniffe, Eduardo de la Peña, Nicolas Desneux, Francesco Di Serio, Anna Filipiak, Beata Hasiow‐Jaroszewska, Hervé Jactel, Blanca Landa, Lara Maistrello, David Makowski, Panagiotis Milonas, Nikos T. Papadopoulos, Roel Potting, Hanna Susi, Dirk Jan Van Der Gaag, Andrea Battisti, Claude Bragard, Christer Magnusson, Hugo Mas, Daniel Rigling, Massimo Faccoli, Alžběta Mikulová, Fabio Stergulc, Eugen Christoph, Olaf Mosbach‐Schulz, Franz Streissl, Paolo Gonthier

“…In particular, it is important to note that SF treatments are generally less effective in eliminating fungi than insects, the required parameters of the fumigation should be met at all points of the pile of wood chips and the time of storage of wood chips before treatment should be kept as short as possible because B. xylophilus can easily reproduce and spread throughout the pile under conducive conditions.…”
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