Studies on the Association of GCK and GCKR Polymorphisms with Susceptibility to Gestational Diabetes Mellitus: A Meta-Analysis by Hongxia Tu, Youyi Zhang, Mingyi Wang

“…Conclusions: The GCK rs1799884 polymorphism can be a potential predictive marker because it is significantly associated with an increased risk of GDM.…”
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Comprehensive and Validated Computational Investigations of Structural Integrity, Aerodynamic Behavior, and Its Turbulence Characteristics on Agricultural Drone with and without Pa... by Beena Stanislaus Arputharaj, Shyam Sundar Jayakumar, Senthil Kumar Solaiappan, Vijayanandh Raja, Parvathy Rajendran, Maheswari Krishnamoorthy, Hari Prasath Jeyaraj, Senthil Kumar Madasamy, Ragavendra Thaiyan Rajendran, Ali Mahmood Ahmed

“…The coaxial propeller arrangement, the “Y” frame, and the fertilizer tank are among the many complex AD parts built efficiently with the help of the cutting-edge tool CATIA. Predictions of flow behavior over the AD and its side effects are presented to confirm the built AD further. …”
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EFFECT SIGNIFICANCE ASSESSMENT OF THE THERMODYNAMICAL FACTORS ON THE SOLID OXIDE FUEL CELL OPERATION by V. A. Sednin, A. A. Chichko

“…High electrical efficiency of the fuel cells allows predictting their further spread as part of hybrid installations jointly with gas and steam turbines which specifically enables achieving the electrical efficiency greater than 70 %. …”
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Optimizing mechanical performance: Epoxy-graphene oxide nanocomposites for enhanced strength in lattice structure by Ramezanali Gholami, Ahmad R. Khoogar, Mohammad Hossein Allaei

“…Finally, non-linear regression analysis was applied to develop a semi-empirical quadratic model for predicting the composite's tensile strength. The R2 value of 99.55 % as well as a negligible AARD of 1.13 % in the optimal condition, implied the highest accuracy of developed model inside the design space.…”
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Anticoagulation Management During ECMO: Narrative Review by Jaromir Vajter, Oksana Volod

“…Low molecular weight heparin (LMWH) is occasionally used due to its predictable pharmacokinetics, though challenges in dosing and reversal limit its application. …”
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The most comprehensive history of fire activity in the Pur-Taz interfluve over the last 11,000 years (Western Siberia, Russia) by Nikita V. Shefer, Sergey V. Loiko, Ivan V. Kriсkov, Artem G. Lim

“…Thus, this study demonstrates the occurrence of landscape fires in the southern tundra throughout the Holocene. And the predicted increase in the frequency of tundra fires has paleoecological analogues.…”
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Bayesian optimization with Gaussian-process-based active machine learning for improvement of geometric accuracy in projection multi-photon 3D printing by Jason E. Johnson, Ishat Raihan Jamil, Liang Pan, Guang Lin, Xianfan Xu

“…This model then serves as a surrogate for the manufacturing process: predicting optimal process parameters for achieving a target geometry, e.g., the 2D geometry of each printed layer. …”
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Elevated Proportions of Circulating CXCR5+ Follicular Helper T Cells Reflect the Presence of Airway Obstruction in Asthma by Tsukie Kin Tsukuda, Kimiko Tsuji, Akari Nishimori, Takehiko Ito, Yuka Kobayashi, Taro Suzuki, Akihito Yokoyama

“…We then conducted cross-sectional analyses to assess relationships between levels of these immune cells and lung function parameters, including the percentage predicted forced expiratory volume in 1 s (%FEV1). …”
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History Politics of Belarus: Peripeteias of Evolution by A. M. Ponamareva

“…The author claims that in these conditions, an uncritical perception of common historical memory as an unshakable cornerstone underlying the unity of the Belarusian and Russian peoples may prevent Russia from adequately predicting possible changes in the geostrategic aspirations of its partner.…”
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Machine Learning-Integrated Usability Evaluation and Monitoring of Human Activities for Individuals With Special Needs During Hajj and Umrah by Ghadah Naif Alwakid

“…Using clustering, anomaly detection, and predictive modeling, it was intended to enhance the safety and security of sensitive participants. …”
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Model Selection from Multiple Model Families in Species Distribution Modeling Using Minimum Message Length by Zihao Wen, David L. Dowe

“…Compared to the alternative methods, for both the plant species, the MML method selects the simplest model while also having the overall best predictions.…”
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Transcriptome sequencing reveals regulatory genes associated with neurogenic hearing loss by Fengfeng Jia, Fang Wang, Song Li, Yunhua Cui, Yongmei Yu

“…Through differential gene expression analysis, we identified key genes, including ICAM1, SLC1A1, and CD24, which have already been shown to play important roles in neurogenic hearing loss. Furthermore, we predicted potential transcriptional regulatory factors that may modulate the expression of these genes. …”
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The Impact of Pore Structure on Kerogen Geomechanics by Saad Alafnan

“…Advancements in production aspects are not always in lockstep with our ability to predict and model the extent of a fracturing job. …”
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Variation of Leaf Area Index (LAI) under Changing Climate: Kadolkele Mangrove Forest, Sri Lanka by Randika K. Makumbura, Upaka Rathnayake

“…Nevertheless, the health of the mangrove ecosystem is predicted to deteriorate under drought conditions and rebound when drought intensity decreases. …”
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Decoding Subjective Understanding: Using Biometric Signals to Classify Phases of Understanding by Milan Lazic, Earl Woodruff, Jenny Jun

“…Distinct AU patterns were found for all five phases, with gradient boosting machine and random forest models achieving the highest predictive accuracy. These findings suggest that physiological activity can be leveraged to reliably measure understanding. …”
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A Retrospective Study on Clinical Features and Visual Outcome of Patients Hospitalized for Ocular Trauma in Cangzhou, China by Xi Zhang, Yuqing Liu, Xiangning Ji, Yuanyuan Zou

“…Initial VA was a significant predictor of the final VA and the OTS possibly had predictive value in the final VA.…”
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Estimation Model for Bread Quality Proficiency Using Fuzzy Weighted Relevance Vector Machine Classifier by Zainab N. Ali, Iman Askerzade, Saddam Abdulwahab

“…The sensory data are collected in real-time, and the obtained data are analysed using the efficient data analytics to predict the quality of the product. The dataset obtained consists of 300 bread samples prepared in 15 days whose vital physical, chemical, and rheological measures are sensed. …”
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Clinical Effect of Revascularization Strategies and Pharmacologic Treatment on Long-Term Results in Patients with Advanced Peripheral Artery Disease with TASC C and D Femoropoplite... by Chiu-Yang Lee

“…Weighted multivariate Cox analyses showed that cilostazol treatment (hazard ratio (HR): 0.46, 95% confidence interval (CI): 0.3–0.72, P=0.001), statin treatment (HR: 0.54, 95% CI: 0.33–0.9, P=0.014), and direct revascularization (DR) (HR: 0.47, 95% CI: 0.29–0.74, P=0.001) were predictive factors of 3-year primary patency. Kaplan–Meier curve analyses of time-to-primary cumulative AFS showed that nondiabetes mellitus, mild PAD, and cilostazol and statin treatment were correlated with a superior 3-year AFS (log rank test, P=0.001, P<0.001, P=0.009, and P=0.044, respectively). …”
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Anthropomorphic service recovery: the panacea following service failure of automated CSAs by Nobukhosi Dlodlo

“…Orientation: Automated customer service agents (CSAs) are not mere tools but social interaction entities with anthropomorphic traits capable of predicting consumer responses following unique online service failures scenarios. …”
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Multifractal Analysis of Temporal Variation in Soil Pore Distribution by Yanhui Jia, Yayang Feng, Xianchao Zhang, Xiulu Sun

“…The study concludes that incorporating time-varying parameters in simulating soil water transport can enhance the accuracy of predictions.…”
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