The Influence of Job Crafting on Nurses’ Intent to Stay: A Cross-Sectional Study by Mª Carmen Rodríguez-García, Ángeles Ramos-Martínez, Celia Cruz-Cobo

“…The Spearman correlation coefficient was calculated to explore the relationships between variables. …”
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Utilizing Machine Learning and Deep Learning for Precise Intensity-Duration-Frequency (IDF) Curve Predictions by Sheeraz Majeed Ameen, Shuokr Qarani Aziz, Anwer Hazim Dawood, Azhin Tahir Sabir, Dara Muhammad Hawez

“…The models evaluated include the Gumbel Distribution, Linear Regression, Support Vector Regression (SVR), and Recurrent Neural Networks (RNN) with Long Short-Term Memory (LSTM), assessed based on three metrics: Root Mean Square Error (RMSE), Mean Absolute Error (MAE), and Coefficient of Determination (R2 ). Among these, the RNN-LSTM model demonstrated the lowest RMSE (1.44 mm/hr), lowest MAE (0.81 mm/hr), and highest R2 (0.99), outperforming the Gumbel Distribution (RMSE: 9.13 mm/hr), Linear Regression (RMSE: 10.76 mm/hr), and SVR (RMSE: 6.19 mm/hr). …”
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Investigation into the influence of vibratory roller dynamic characteristics on interaction features of Frame-Drum-Soil system elements by I. S. Tyuremnov

“…The technological efficiency of vibratory rollers depends on their technical characteristics, including the frequency and driving force of vibrations, as well as the properties of the soil.Materials and methods. To study the interaction of the elements of the Frame–Drum–Soil system, a three-mass rheological model has been developed that makes it possible to study the detachable and continuous modes of oscillation of the roller. …”
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How Accurately Does Bone Mineral Density Predict Bone Strength? A Clinical Observational Study of Osteoporosis Vertebral Compression Fractures in Postmenopausal Women by Xuemeng Mu, Hengyan Zhang, Jia Zhang

“…Methods This observational study included postmenopausal women (aged over 50 years) who underwent unilateral percutaneous kyphoplasty (PKP) surgery in the lumbar spine between September 2021 and June 2023. …”
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New Approaches to Developing the Integral Indicator Methodology for Estimating the Financial Efficiency of Agricultural Entities in Poland, the Republic of Moldova, and EU Countrie... by Mariusz Trojak, Barbara Kiełbasa, Daniela Popa, Aliona Sargo

“…For quality of methodology we apply a range of statistical methods, as well as the strategic capability of organisations – made up of resources and competences. …”
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The impact of noise-induced hearing loss on individual job performance: exploring the role of aggression and work-related quality of life by Milad Abbasi, Jalil Derakhshan, Faezeh Darabi, Media Noori Abdullah, Evan Abdulkareem Mahmood, Tahereh Eskandari, Saeid Yazdanirad

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Radar Sensor Data Fitting for Accurate Linear Sprint Modelling by Daniel Geneau, Patrick Cormier, Ming-Chang Tsai, Dana Agar-Newman, Seth Lenetsky, Marc Klimstra

“…This study evaluated five different modelling approaches, including three established methods, a third-degree polynomial, and a sigmoid function, assessing their goodness-of-fit through the root mean square error (RMSE) and coefficient of determination (r²). …”
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The Reliability and Validity of the Modified Butterfly Agility Test by Richard Cahanin, Troy Burley, Andy Waldhelm

“… # Study Design Multi-phase reliability and validity study # Methods Phases I and II involved 25 healthy adults (72% female, mean age = 23.4 years) and 45 competitive soccer athletes (55% female, mean age = 18.2 years), respectively. …”
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THE INFLUENCE OF PLATE CONFIGURATION AND CUO NANOFLUIDS ON HEAT TRANSFER AND PRESSURE DROP IN PLATE HEAT EXCHANGERS by Amina H. DhaefAlikhan, Hadi O. Mery, Sadiq Emad Sadiq, Osamah M. Mohammed

“…The experiments aim to determine the optimal heat exchanger configuration (plate numbers) that achieves high thermal performance while minimizing the pressure drop and pumping power. …”
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Construction and validation of a machine learning-based nomogram model for predicting pneumonia risk in patients with catatonia: a retrospective observational study by Yi-chao Wang, Qian He, Yue-jing Wu, Li Zhang, Sha Wu, Xiao-jia Fang, Shao-shen Jia, Fu-gang Luo

“…This study aimed to develop a Nomogram Model based on pre-admission characteristics of patients with catatonia to predict the risk of pneumonia after admission.MethodsThis retrospective observational study reviewed catatonia patients hospitalized at Hangzhou Seventh People’s Hospital from September 2019 to November 2024. …”
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Left atrial function in uraemic patients: Four‐dimensional automatic left atrial quantitative technology study by Bing Li, Meihua Chen, Xuning Huang

“…Abstract Objective This study aimed to evaluate the utility of left atrial volume and function in uraemic patients using four‐dimensional automatic left atrial quantification (4D auto LAQ) technology. Methods Thirty‐four undialysed uraemic patients (U‐ND group), 60 dialysed uraemic patients (U‐D group), and 32 healthy volunteers (N group) were enrolled in our current study. …”
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Impact of climatic factors on the occurrence of malaria in hyper, high, moderate and low endemic States in India from 1995 to 2023 by Muniaraj Mayilsamy, Rajagopal Parthasarathy, Rajamannar Veeramanoharan, Paramasivan Rajaiah

“…Therefore, the impact of the annual average of climatic factors on the annual parasite index (API) in hyper-, high-, moderate-, and low-endemic states was analysed. Methods The annual malaria data provided by the National Center for Vector Borne Diseases Control, and meteorological data provided by the India Meteorological Department, Pune, and Statista, were used to make temporal trend analysis, scatter plot analysis, clustered scatter plot analysis, and Spearman & Pearson correlation coefficient to determine the impact of climatic factors on the occurrence of malaria in hyper, high, moderate and low endemic States in India. …”
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Factors associated with knowledge, beliefs, and practices related to perinatal depression screening among rural maternal and child health workers: a multi-center cross-sectional st... by Hongjuan Wang, Fan Xu, Rongzhi Li, Ting Pan, Siyuan Tang, Mei Sun

“…Methods A cross-sectional, multi-center study was conducted among 394 rural MCH workers (86.98% response rate) from 115 townships in Hunan province, China. …”
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MGATAF: multi-channel graph attention network with adaptive fusion for cancer-drug response prediction by Dhekra Saeed, Huanlai Xing, Barakat AlBadani, Li Feng, Raeed Al-Sabri, Monir Abdullah, Amir Rehman

“…Traditional prediction methods relying on demographic and genetic data often fall short in accuracy and robustness. …”
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Assessment of Anatomical Dentin Thickness in Mandibular First Molar: An In Vivo Cone-Beam Computed Tomographic Study by Sahil Choudhari, Kavalipurapu Venkata Teja, Sindhu Ramesh, Jerry Jose, Mariangela Cernera, Parisa Soltani, Emmanuel João Nogueira Leal da Silva, Gianrico Spagnuolo

“…Materials and Methods. CBCT examinations of 624 mandibular first molars from an Indian subpopulation were analyzed. …”
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Investigation of pneumatic transport system of seeding machine "AGRAER-85OH" by V. E. Saitov, R. G. Gataullin

“…Modem methods of grain production require resource-saving technologies of cultivation of crops. …”
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Design and predict the potential of imidazole-based organic dyes in dye-sensitized solar cells using fingerprint machine learning and supported by a web application by Mohamed M. Elsenety

“…Among of these, Deep Neural Network models of MLPRegressor algorithm based on the daylight fingerprint shows a significant coefficient of determination combined with the lowest errors. …”
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Lessons Learned from the COVID-19 Pandemic: Simulation of the Tuberculosis Epidemic as a Function of Population Coverage with Screening by A. A. Starshinova, I. F. Dovgalyuk, N. N. Osipov, D. A. Kudlay

“…A simple mathematical model describing the dependence of incidence and sputum smear-positive tuberculosis in the current year on sputum smear-positive tuberculosis in the past year and population coverage with preventive screening in the current and past years was built up. The adjusted coefficient of determination of the model (adjusted R-squared) was 0.9969, which meant that the model contained almost no random components. …”
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THE RELATIONSHIP BETWEEN SELF-CARE AGENCY AND MEDICATION ADHERENCE IN TUBERCULOSIS PATIENTS by Iswatun Iswatun, Endah Sri Wijayanti, Joko Susanto, Khotibul Umam, Rindayati Rindayati

“…Methods: This study utilized a quantitative correlational design with a cross-sectional approach. …”
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Association between Iron deficiency and hypothyroxinemia in first-trimester pregnant women: A study from a tertiary care hospital by Savitha Vijayakumar, B Madhu, M. Mounika Sree, Mahesh Mahadevaiah, H Basavanagowdappa

“…Aims: To evaluate the association between hypothyroidism, hypotriiodothyroninemia and ID in pregnant women. Materials and Methods: This cross-sectional study was conducted between January 2017 and June 2019 at JSS Hospital, a Tertiary Care Teaching and Research Hospital attached to JSS Medical College in Mysuru City, South India. …”
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