Evaluation of a Decision Support Intervention for Adolescents and Young Adults Newly Diagnosed with Cancer: A Pilot Randomized Trial by Lamia P. Barakat, Shannon N. Hammer, Yansong Wen, Ashley Anil, Lisa A. Schwartz, Anne Reilly, Rochelle Bagatell, Marilyn M. Schapira, Yimei Li, Janet A. Deatrick

“…High acceptability and good–excellent usability of DECIDES were reported; qualitative data were congruent with these ratings. AYA and caregivers with a coach demonstrated higher engagement with DECIDES. …”
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Evaluation of an Interdisciplinary Educational Program to Foster Learning Health Systems: Education Evaluation by Sathana Dushyanthen, Nadia Izzati Zamri, Wendy Chapman, Daniel Capurro, Kayley Lyons

“…The course covered a number of topics including background on LHS, establishing learning communities, the design thinking process, data preparation and machine learning analysis, process modeling, clinical decision support, remote patient monitoring, evaluation, implementation, and digital transformation. …”
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China’s colorectal cancer burden and dietary risk factors: a temporal analysis (1990–2021) by Qin Sun, Qin Sun, Dengjun Bi, Dengjun Bi, Yueshan Pang, Jiebin Xie, Jiebin Xie

“…However, China’s CRC epidemiological trends and diet-attributable analyses based on the latest global burden of disease (GBD) data remain incomplete. This study systematically assessed China’s CRC disease burden (1990–2021) and temporal trends in diet-related risk factors via GBD 2021 data to inform precision prevention.MethodsGBD 2021 data were used to analyze age/sex differences in the incidence, prevalence, mortality, disability-adjusted life years (DALYs) and diet-related risk factors for CRC. …”
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Educational effectiveness of cognitive and metacognitive strategies on educational self-destructive behaviors and negative self-evaluation thinking in Arabic lessons by Ali Nourihamid Altome, Mohammad hassani, Masoumeh Talebi

“…Negative self-evaluative belief is a multifaceted concept and includes knowledge (beliefs), processes and strategies that negatively evaluate, monitor or control cognition (MacBeth et al, 2019). …”
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Kinetic Study and Thermal Decomposition Behavior of Lignite Coal by Mehran Heydari, Moshfiqur Rahman, Rajender Gupta

“…The pyrolysis experiments were conducted in temperatures ranging from 298 K to 1173 K under inert atmosphere utilizing six different heating rates of 1, 6, 9, 12, 15, and 18 K min−1, respectively. …”
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Learners’ preparedness for higher education in South Africa: developing a sense of academic belonging through the selective learning approach by Katlego Mabulana

“…Specifically, the focus was on the suitability of transitional processes, including the curriculum programmes in secondary education to prepare learners for higher education.MethodsTo conduct this investigation, a qualitative methodological approach was adopted which employed semi-structured interviews as a means of data collection. …”
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Diagnosis of abnormal sound in loudspeakers by integrated attention mechanism convolutional neural network by ZHOU Jinglei, WANG Xiaoming, LI Limin

“…Firstly, different types of abnormal sound signals were collected, and VMD was used to decompose the signals and extract the features of speaker abnormal sound, constructing labeled initial data. Secondly, the feature data was input into the 1DCNN-BiLSTM network for initial feature extraction. …”
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Student Evaluations of Teaching: Understanding Limitations and Advocating for a Gold Standard for Measuring Teaching Effectiveness by Judith Marychurch, Kelley Burton, Michael Nancarrow, Julian Laurens

“…SETs may be efficient, but commonly low response rates mean the data is often statistically invalid. …”
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Navigating parenthood in a climate change era: determinants of childbearing intentions in Iran by Zahra Alipour, Maryam Ghaedrahmati, Sepide Taghvi

“…During the inductive data analysis process, 360 codes and 5 main categories with 16 subcategories emerged. …”
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Multimodal fusion based few-shot network intrusion detection system by Congyuan Xu, Yong Zhan, Zhiqiang Wang, Jun Yang

“…Particularly with new or rare attacks, gathering a large number of labeled samples is extremely difficult, resulting in limited training data. Existing few-shot learning methods, while reducing reliance on large datasets, mostly handle single-modality data and fail to fully exploit complementary information across different modalities, limiting detection performance. …”
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Langkah Progresif Peningkatan Akreditasi Sekolah: Studi SMP di Kota Padang by Ira Novelia, Azwar Azwar, Elfitra Elfitra

“…Basically, the school always strives to improve the accreditation of its school with the aim that the school gets an accreditation rating that is better than the accreditation value of the previous five years. …”
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Assessing some economic and biological characters of introduced varieties of genus Astilbe Buch.-Ham ex D.Don by Ю. В. Буйдін

“…Whereas the majority of varieties rating was relatively low, Astilbe flowering productivity on the whole was sufficiently high. …”
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A hierarchical Bayesian model for understanding the spatiotemporal dynamics of the intestinal epithelium. by Oliver J Maclaren, Aimée Parker, Carmen Pin, Simon R Carding, Alastair J M Watson, Alexander G Fletcher, Helen M Byrne, Philip K Maini

“…Second, in considering how to more rigorously process these data and interpret them using mathematical models, we use a probabilistic, hierarchical approach. …”
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Adherence to Physical Rehabilitation in Patients With Delirium Post Neurosurgery: A Study Protocol by Júlio Belo Fernandes, Leonor Monteiro, Cristina Rodrigues, Marlene Monteiro, Ana Gonçalves, Mónica Pinto, Sónia Fernandes, Ana Romão, Josefa Domingos, Catarina Godinho

“…Demographic data will be processed with SPSS software, while QDA Miner Lite will assist with coding and qualitative analysis. …”
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A description of the biosis model to assess risk of bird collisions with wind turbines by Ian Smales, Stuart Muir, Charles Meredith, Robert Baird

“…These include its capacity to evaluate risk for multi‐directional flights by its calculation of a mean presented area of a turbine; its use of bird flight data to determine annual flux of movements; a mathematical solution to a typical number of turbines that might be encountered in a given bird flight; capacity to assess wind‐farm configurations ranging from turbines scattered in the landscape to linear rows of turbines; and the option of assigning different avoidance rates to structural elements of turbines that pose more or less risk. …”
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Combining First-Person Video and Gaze-Tracking in Medical Simulation: A Technical Feasibility Study by Adam Szulewski, Daniel Howes

“…The recordings were then studied independently by two reviewers, and rated for quality and their observations collated. …”
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Optimization of kinematic parameters of continuous miner based on LS-DYNA simulation analysis and NSGA-II algorithm by Xunan Liu, Yiming Liu, Faquan Li, Yanpeng Zhang, Jianyong Wang, Lianwei Ma

“…A finite element model of the cutting process was established using LS-DYNA, and simulation data were used to construct a response surface model (RSM) relating drum speed and swing speed to cutting force, power, and specific energy consumption. …”
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Investigating aging trajectories and determinants in Northern Italy through the Novara cohort study by Silvia Vittoria Cracas, Chiara Aleni, Giulia Garro, Annamaria Antona, Jacopo Venetucci, Valentina Bettio, Marco Varalda, Lorenza Scotti, Daniela Ferrante, Roberta Rolla, Fabrizio Faggiano, Daniela Capello

“…This study involves the collection of biological samples and extensive data, including socioeconomics, medical history, lifestyle habits, quality of life, and physical function. …”
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A Convolutional Neural Network Model for Classifying Resting Tremor Amplitude in Parkinson’s Disease by Augusto Ielo, Serena Dattola, Lilla Bonanno, Paolo De Pasquale, Alberto Cacciola, Angelo Quartarone, Maria Cristina De Cola

“…At the end, for each of the selected arms, 90,000 data points were labeled based on the respective UPDRS 3.17 scores. …”
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Analysis of complications from fat grafting performed at a public university hospital between 2015 and 2018: a cross-sectional retrospective study by Amanda Schroeder, Luiz Henrique Zanata Pinheiro, Jessyca Rezende Angeline, Fernando Fabrício Franco, Davi Reis Calderoni, Paulo Kharmandayan

“…The objective is to evaluate complication rates of fat grafting procedures performed in a public university hospital from 2015 to 2018 in comparison with data previously reported in the literature. …”
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