Optimization of ultrasound-assisted deep eutectic solvents extraction of rutin from Ilex asprella using response surface methodology by Qing Wang, Jie-Jie Chen, Bin Qiu, Liang Zhou, Rui-Ye Liu, Jia-Fen Huang, Yan He, Qin Xie

“…Under optimal conditions, the validation experimental result revealed that the extraction amount of rutin was 86.553 ± 1.35 µg/g, with an absolute error of less than 0.6% in comparison with the predicted value of the model. The use of deep eutectic solvents for the extraction of rutin and the application of response surface method for optimizing the extraction process of rutin from Ilex asprella (Hook. et Arn.) …”
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Superiority of pan-immune inflammation value, systemic inflammation index, and CALLY scores prognostic value for mortality of ischemic stroke patients followed in intensive care un... by Gülsüm Altuntaş, Rahmet Yıldırım, İsmail Demirel

“…ROC curves showed that PIV, SII, and CALLY exhibited good predictive values, with AUCs of 0.921, 0.887, and 0.930 (95% CI: 0.903–0.936, 0.855–0.896, 0.913–0.945; p < 0.001). …”
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Artificial intelligence and molecular dynamics assisted analysis of wear behavior of high entropy alloys by Ling Qiao, Junya Inoue, Jingchuan Zhu

“…The good agreement between the predicted values and the measured values demonstrated that the model exhibited superior prediction accuracy. …”
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Wind Speed Forecasting with Differentially Evolved Minimum-Bandwidth Filters and Gated Recurrent Units by Khathutshelo Steven Sivhugwana, Edmore Ranganai

“…These sub-signals are used as inputs into the gated recurrent unit (GRU) to accurately capture wind speed. The final predicted values are obtained by reconciling the sub-signal predictions using multiresolution analysis (MRA) to form wavelet-MODWT-GRUs. …”
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Estimates of recent changes in snow storage in the river Northern Dvina basin from observations and modeling by V. V. Popova, D. V. Turkov, O. N. Nasonova

“…The results of regression estimates and calculations of predictive values point to the advantage of the model SWE data for describing anomalies of spring river discharge compared to observations, which is primarily due to the high resolution of the model data. …”
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Optimization of Anthocyanin Extraction from Purple Sweet Potato Peel (<i>Ipomea batata</i>) Using Sonotrode Ultrasound-Assisted Extraction by Raquel Lucas-González, Mirian Pateiro, Rubén Domínguez-Valencia, Celia Carrillo, José M. Lorenzo

“…Optimal extraction conditions were 6 min with 60% ethanol at a 30 mL/g ratio. Predicted values were validated experimentally (coefficient of variation <10%). …”
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Selenization Optimization of Preparation Process of Polysaccharide from Dendrobium huoshanense and Its Inhibitory Effect on α-Amylase by Wanxue CAO, Jiao LI, Qiang TAO, Xuanxuan FAN, Jiting LU, Naifu CHEN, Naidong CHEN

“…Under these conditions, the selenium content in Se-DHP was 9223.51 μg/g, closely matching the predicted value of 9280.59 μg/g. Compared to DHP, Se-DHP demonstrated a significantly enhanced inhibitory effect on α-amylase. …”
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Metagenomic Next-Generation Sequencing for the Diagnosis of Infectious Uveitis: A Comprehensive Systematic Review by Isabele Pardo, Luciana P. S. Finamor, Pedro S. Marra, Julia Messina G. Ferreira, Maria Celidonio Gutfreund, Mariana Kim Hsieh, Yimeng Li, João Renato Rebello Pinho, Luiz Vicente Rizzo, Takaaki Kobayashi, Daniel J. Diekema, Michael B. Edmond, Paulo J. M. Bispo, Alexandre R. Marra

“…The study characteristics; the detection rates; and the sensitivity, specificity, and predictive values were extracted. The sensitivity and specificity of mNGS were calculated using CMTs as a reference. …”
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Design and Parameter Optimization of Drum Pick-Up Machine Based on Archimedean Curve by Caichao Liu, Feng Wu, Fengwei Gu, Man Gu, Jingzhan Ni, Weiweng Luo, Jiayong Pei, Mingzhu Cao, Bing Wang

“…Field tests were carried out with the same parameters, and the picking rate was 91.42% and the soil content was 3.567%, with errors of 0.038% and 0.054% compared with the predicted values, indicating that the stone picker meets the field operation requirements. …”
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Headache diagnosis in children and adolescents: validation of the Italian version of the HARDSHIP questionnaire by Agnese Onofri, Raffaele Ornello, Chiara Rosignoli, Vittorio Trozzi, Michela Teresa Adipietro, Benedetta Germani, Martina D’Ambrosio, Caterina Cascione, Maria Elena Russo, Simone Fanì, Roberta Ciuffini, Simona Sacco

“…We computed the sensitivity, specificity, positive and negative predictive values. Results Out of 858 screened children and adolescents, the first 535 (62.4%) were selected for the validation questionnaire. …”
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Prenatal exposure to psychotropics and analgesics on cognitive, linguistic and educational outcomes – a scoping review with focus on validity and reliability of outcome measures by Akhila Srinivas Reddy, Fatima Fawad, Mila Apostolova Leite, Emilie Willoch Olstad, Kristina Gervin, Chakravarthi Kanduri, Geir Kjetil Sandve, Ragnhild Brandlistuen, Angela Lupattelli, Janne von Koss Torkildsen, Hedvig Marie Egeland Nordeng

“…In studies using diagnostic outcome measures, only one study reported positive predictive values and performed a sensitivity analysis to address outcome misclassification. …”
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Analysis of Vulnerability of the Population of the Sary-Dzhas Natural Plague Focus in Kyrgyzstan by G. E. Sarieva, R. Kh. Yusupov, G. Dzh. Bazarkanova, R. K. Maimulov, N. K. Moldakunova, N. N. Bekbolotova

“…The index of epidemiological risk in the territory of the Sary-Dzhas focus in 2024 significantly exceeds the predicted values in 14 out of 40 sectors due to the intensive development of tourism. …”
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A strontium (87Sr/86Sr) isoscape of Southern Ethiopia: implications for hominin land use and faunal mobility patterns by Seminew Asrat, Seminew Asrat, Francesco Lucchini, Mary Anne Tafuri, Caterina Aureli, Marina Gallinaro, Andrea Zerboni, Marianna Fusco, Enza E. Spinapolice

“…The results show that our novel baseline isoscape displayed heterogeneous 87Sr/86Sr isotope ratios in both the measured and predicted values (ranging from 0.703 to 0.712), consistent with geological units, with an accurate model performance evaluated through Leave-One-Out Cross-Validation (LOOCV) technique. …”
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Machine Learning-Enhanced 3D GIS Urban Noise Mapping with Multi-Modal Factors by Jianping Pan, Yuzhe He, Wei Ma, Shengwang An, Lu Li, Dan Huang, Dunxin Jia

“…As a result, there are often discrepancies between the actual noise measurements at monitoring points and the predicted values generated by these models. Furthermore, there is a lack of a system that can effectively integrate noise data with three-dimensional scenes for simulation. …”
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Analysis of the Limited Capacity of Wind Turbine Icing in Extreme Cold Wave Weather Process by Haochen LAN, Bingfu LU, Zhongyi LI, Dan HUANG, Yong LI, Jinbiao ZHAO

“…At the same time, the numerical model prediction results have amplitude deviation and phase deviation, and the predicted value is larger than the actual value in this process. …”
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Triage-HF Validation in Heart Failure Clinical Practice: Importance of Episode Duration by Daniel García Iglesias, David Ledesma Oloriz, Diego Pérez Diez, David Calvo Cuervo, Rut Álvarez Velasco, Alejandro Junco-Vicente, José Manuel Rubín López

“…<b>Results:</b> The sustained moderate-risk (more than 7 days) and high-risk alerts both showed high positive predictive values (11.25% and 27.27%, respectively), along with an increase in the relative risk of HF, particularly in high-risk alerts (hazard ratio is 46.21 times higher than for sustained moderate-risk alerts). …”
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A CNN-LSTM Phase Compensation Method for Unidirectional Two-way Radio Frequency Transmission System by Jiahui Cheng, Zhengkang Wang, Yaojun Qiao, Hao Gao, Chenxia Liu, Zhuoze Zhao, Jie Zhang, Baodong Zhao, Bin Luo, Song Yu

“…When the prediction duration is 40,000 s and the ambient temperature variation range is 14.38&#x2009;&#x00B0;C, the coefficient of determination (R Squared, R2) between the predicted value and the actual value is higher than 0.99. …”
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Discriminatory Value and Validation of a Risk Prediction Model Based on Serum Cytokines in Pediatric Acute Appendicitis: A Single-Center Experience of 483 Cases by Jiajia Zhou, Guobin Liu, Xiaofeng Song, Quan Kang

“…IL-6, IL-8, and IL-10, on their own, had high predictive values for CA in children. Independent risk factors for CA were age, IL-10, and IFN-γ. …”
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Assessment of index value performance of enzyme immunoassay test in predicting the diagnosis of human brucellosis by Ayfer Bakir, Mustafa Mustafa, Sema Alacam, Ali Korhan Sig, Nurten Bekiroglu, Mehmet Tevfik Yavuz

“…By ROC analysis of 117 patients, when the IgM index value was determined to be 2.44, the sensitivity, specificity, positive and negative predictive values were 85.7%, 71.4%, 60%, and 90.9%, respectively, and when the IgG index 7.85 was determined, these values were 85.7%, 53.7%, 36.7%, and 92.3%, respectively was detected. …”
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Effective bromate removal from water utilizing ZIF-67 and ZIF-67/GO nanocomposites: Optimization and mechanism analysis by Alaa El Din Mahmoud, Rominder Suri

“…A strong correlation was observed between experimental and predicted values. GO enhanced BrO3− removal not only through synergistic interactions with ZIF-67 but also by improving dispersion and providing additional functional groups that facilitate electrostatic interactions and adsorption. …”
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