Computational Study of Amorphous Phase Formation in Ti53Cu39Ni8 and Ti50Cu42Ni8 Alloys by Nayara Pinel Silva, Verona Biancardi Aguiar, Luis César Rodríguez Aliaga

“…Additionally, the predicted values of Tg from the simulations are in good agreement with experimental measurements.…”
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Green and sustainable synthesis of MWCNT@g-C₃N₄@Ag photocatalyst from PET for efficient wastewater treatment by Peymaneh Dehghan, Mohsen Abbasi, Ahmad Azari, Masoud Mofarahi, Mohsen Nowrouzi, Mahdieh Dibaj, Mohammad Akrami

“…Furthermore, the predicted values showed strong agreement with the experimental results, with R2 = 0.95, Adj-R2 = 0.93, and a p-value of less than 0.0001. …”
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Deep Learning- and Multi-Point Analysis-Based Systematic Deformation Warning for Arch Dams by Tao Zhou, Xiubo Niu, Ning Ma, Futing Sun, Shilin Gong

“…Finally, the Re-CNN strategy is used to train the mapping relationship between the multi-objective residuals and the system indicators, and the mapping relationship outlined above is then used to obtain the system indicators corresponding to real-time prediction values, which in turn determine the overall deformation state of arch dams. …”
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Concurrent and predictive validity of nutritional screening tools in hospitalized pediatric patients: Protocol for a single-center, prospective, observational study by Maria Camila Arbeláez Grajales, Dianna Ramírez-Prada, Frank Carrera-Gil

“…The primary outcome is the concurrent validity of each screening tool to detect disease-related malnutrition, assessed via sensitivity, specificity, predictive values, likelihood ratios, and Kappa coefficient. …”
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Optimization of the Morphological Parameters of a Metal Foam for the Highest Sound Absorption Coefficient Using Local Search Algorithm by Mohammad Javad JAFARI, Ali KHAVANIN, Touraj EBADZADEH, Mahmood FAZLALI, Mohsen Niknam SHARAK, Rohollah Fallah MADVARI

“…The optimization was applied to a broad band of frequency ranging from 500 to 8000 Hz. The predicted values were in accordance with benchmark data resulted from Lu model. …”
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Optimization of extrusion parameters for low-cost alumina–kaolin ceramic membranes via CCD by Mahmoud Moharrami, Mohammadreza Omidkhah, Mohammad Salehi Maleh

“…The optimal precursor composition resulted in a membrane porosity of 54.73 %, an average pore size of 1.935 μm, and a flexural strength of 3.15 MPa, with deviations of 2.26 %, 3.25 %, and 5 %, respectively, from the predicted values. These findings confirm that the RSM-based design model, incorporating porosity, average pore size, and flexural strength as response variables, is a robust tool for optimizing the fabrication of alumina-kaolin ceramic membranes. …”
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Socio-demographic characteristics associated with SF-6D v2 utility scores in patients undergoing dialysis in China: contributions of the quantile regression by Ye Zhang, Li Yang, Zeyuan Chen

“…Quantile regression yielded more accurate fitted and predicted values compared to OLS regression. Conclusion Quantile regression offers a valuable complement in analyzing factors associated with utility scores among Chinese dialysis patients. …”
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Accuracy evaluation of API P-Y model for Offshore Piles in Clays by Peiyuan Lin, Xun Yuan, Tong Liu, Haoyi Li, Xiangwei Yu

“…The model accuracy is represented by a model factor defined as the ratio of measured to predicted values of soil resistance around the pile. Results showed that the API p-y model underestimates the true soil resistance by about 50 % on average. …”
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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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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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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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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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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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Fabrication, Mechanical and Wear Properties of Aluminum (Al6061)-Silicon Carbide-Graphite Hybrid Metal Matrix Composites by Shivakumar Gouda, G. B. Veeresh Kumar, R. Pramod, N. D. Prasanna, H. S. Balasubramanya, S. M. Aradhya

“…The sliding wear resistance was noticed to be improved concerning higher amounts of reinforcement leading to a decrease in delamination and adhesive wear. The predicted values for the wear rate have also been compared with the experimental results and good correlation is obtained. …”
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Adaptation of k-means to automated forecasting of poorly structured time series of economic dynamics by Dunskaia Lada, Popova Elena

“…Our findings indicate that data mining algorithms make it possible to automate the process of translating numerical indicators of a time series into a linguistic equivalent to obtain predictive values without loss of quality.…”
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Validation of Medication Proxies for the Identification of Hospitalizations for Major Adverse Cerebro-Cardiovascular Events by Steenhuis D, Li X, Feenstra TL, Hak E

“…Therefore, in this study, we aim to assess the validity of various medicines used as a proxy for major adverse cardio-cerebrovascular events (MACCE), that is, to identify an incident or previous hospitalization for a MACCE.Patients and Methods: Using the claims database of a large Dutch healthcare insurer, we estimated the concordance between hospitalization claims for MACCE and specific claims for dispensings to treat MACCE in a cohort of patients on primary preventive antihypertensive and/or antihyperlipidemic therapy between 2013 and 2020.Results: In a cohort of more than 110,000 patients, a dispensing of either vitamin K antagonists, platelet aggregation inhibitors, or nitrates was predictive of an incident hospitalization for a MACCE between 2013 and 2020, with a sensitivity of 71.5% (95% CI: 70.4– 72.5%) and specificity of 93.2% (95% CI 91.1– 93.4%), and any history of hospitalization for a MACCE (prevalence) with a sensitivity of 86.9% (95% CI: 86.5– 87.3%) and specificity of 81.9 (956% CI: 81.6– 82.1%), while positive predicted value remains low. Sensitivity analyses across age, sex, and patients with asthma/COPD or diabetes showed a similarly good performance.Conclusion: Claims for the dispensings of vitamin K antagonists, platelet aggregation inhibitors, and/or nitrates can be validly used as a proxy for new and previous hospitalization for MACCE in patients on primary preventive therapy. …”
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