Comprehensive Sepsis Risk Prediction in Leukemia Using a Random Forest Model and Restricted Cubic Spline Analysis by Kou Y, Tian Y, Ha Y, Wang S, Sun X, Lv S, Luo B, Yang Y, Qin L

“…Shapley additive explanations (SHAP) were applied to interpret the results, and restricted cubic spline (RCS) regression explored the nonlinear relationships between variables and sepsis risk. …”
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Mise en oeuvre d’une politique pour une génération sans tabac au Canada : estimation des répercussions à long terme by Doug Coyle

“…L’utilisation de taux d’actualisation plus élevés et l’inclusion des coûts de santé non liés ont eu peu de répercussions sur l’interprétation des résultats. ConclusionLa mise en oeuvre d’une PGST procurera des avantages considérables pour la santé de la population canadienne. …”
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The influence of environmental factors on the detection and quantification of SARS-CoV-2 variants in dormitory wastewater at a primarily undergraduate institution by Chequita Brooks, Sebrina Brooks, Josie Beasley, Jenna Valley, Michael Opata, Ece Karatan, Rachel Bleich

“…Our results indicate that contextual variables should be considered when interpreting wastewater-based epidemiological data.IMPORTANCETesting for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of coronavirus disease 2019 (COVID-19), has been crucial in tracking the spread of the virus and informing public health decisions. …”
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An App-Based Intervention With Behavioral Support to Promote Brisk Walking in People Diagnosed With Breast, Prostate, or Colorectal Cancer (APPROACH): Process Evaluation Study by Fiona Kennedy, Susan Smith, Rebecca J Beeken, Caroline Buck, Sarah Williams, Charlene Martin, Phillippa Lally, Abi Fisher

“…Contextual factors will be important to consider when interpreting outcomes in the larger APPROACH randomized controlled trial. …”
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Sparse attention convolution-ViT model for working condition recognition in zinc flotation by Yue SU, Zhaohui TANG, Yongfang XIE, Xiaoliang GAO, Hu ZHANG, Weiye MA, Haiyang TANG

“…This unit allows adaptive weighting of extracted features in the image, enhancing model interpretability and optimizing feature transfer. By effectively capturing the relevant features, the attention-gated unit helps the model to focus on critical features of the froth images that can indicate the working conditions. …”
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Assessment of nurses’ knowledge and practice of pressure injuries prevention for critically ill patients in Rwanda: a cross-sectional study by Sophie Mukantwari, Emmanuel Bikorimana, Liberatha Rumagihwa, Ime U. Akaninyene, Christian Ntakirutimana, Joseph Mucumbitsi, Thierry Claudien Uhawenimana, David Ikwuka

“…The study recommends caution in interpreting the results due to a limited sample size, suggesting further research to guide improvements in nursing practices.…”
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Entrepreneurship education for women through project-based flipped learning: The impact of innovativeness and risk-taking on course satisfaction by Seung-chul Yoo, Tu Anh Truong, Kwanghee Jung

“…In terms of statistical evaluation, the study employed Generalized Structured Component Analysis (GSCA), a powerful component-based SEM technique, thus ensuring a robust and academically rigorous interpretation of the data. FINDINGS: Our research sought to understand the effects of learners’ characteristics, specifically innovativeness and risk-taking, on course satisfaction in Project-Based Flipped Learning (PBFL). …”
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A deep learning model for assistive decision-making during robot-aided rehabilitation therapies based on therapists’ demonstrations by David Martínez-Pascual, José M. Catalán, Luís D. Lledó, Andrea Blanco-Ivorra, Nicolás García-Aracil

“…In addition, the output layer has one neuron with the sigmoid activation function, whose output can be interpreted as a probability of assistance. The model proposed in this study has been evaluated according to different metrics. …”
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Investigating the Asymmetric Impact of the Stock Market Index on the Real Estate Price Index by Sakineh Sojoodi, Morteza Ashoor, Elmira Azizi Norouzabadi

“…The connection between these two assets, housing and stocks, can be interpreted as a substitution effect. This implies that a high return on investment in the stock market may lead investors to divest from the housing market, resulting in a decrease in demand and housing prices. …”
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Identifying community-driven priority questions in acoustic backscatter research by Vincent Lecours, Benjamin Misiuk, Benjamin Misiuk, Felix Butschek, Felix Butschek, Philippe Blondel, Giacomo Montereale-Gavazzi, Vanessa L. Lucieer, Chris McGonigle

“…We analyzed and curated a total of 177 research questions from 73 contributors, and the resulting 104 questions were grouped into eight broad recurring themes: “Technologies”, “Calibration”, “Data acquisition and ground-truthing”, “Data processing”, “Post-processing, quality control, data handling, and curation”, “Data analysis”, “Data interpretation”, and “Applications and end uses”. A follow-up survey based on the final list of questions was distributed to characterize the community working with backscatter and to identify key research priorities.ResultsA total of 120 responses originating from 23 countries were used for the analyses. …”
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Health Care Professionals and Data Scientists’ Perspectives on a Machine Learning System to Anticipate and Manage the Risk of Decompensation From Patients With Heart Failure: Quali... by Joana Seringa, Anna Hirata, Ana Rita Pedro, Rui Santana, Teresa Magalhães

“…In addition, the study identified technical, regulatory and ethical, and adoption and acceptance challenges that need to be overcome for the successful integration of ML models into clinical workflows. Interpretation of the findings suggests that future research should focus on more extensive and diverse samples, incorporate the patient perspective, and explore the impact of ML models on patient outcomes and personalized care in HF management. …”
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MLinvitroTox reloaded for high-throughput hazard-based prioritization of high-resolution mass spectrometry data by Katarzyna Arturi, Eliza J. Harris, Lilian Gasser, Beate I. Escher, Georg Braun, Robin Bosshard, Juliane Hollender

“…Furthermore, as a result of improvements in bioactivity data processing, realized in the concurrently released pytcpl Python package for the custom processing of invitroDBv4.1 input data used for training MLinvitroTox, the current release introduces enhancements in model accuracy, coverage of biological mechanistic targets, and overall interpretability.…”
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THE RECEPTION OF THE PHILOSOPHICAL TRADITION AS A WAY OF FORMING AMERICAN PERSONALISM: THE POST-SECULAR VIEW by V. O. Patsan

“…Conclusions define the resource of Bowne's idea of the “personal interpretation of experience” which inspired the subsequent “personalized” ontological constructions in the personalistic domain established on the North American continent. …”
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Re-examining the Division of Candi Borobudur into Kāmadhātu, Rūpadhātu, and Arūpadhātu by So Tju Shinta LEE, Agus Aris Munandar, Lilawati Kurnia

“… The interpretation that Candi Borobudur is divided into kāmadhātu, rūpadhātu, and arūpadhātu is widely adopted in many writings about Borobudur, despite being questioned by some scholars. …”
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Perbandingan Model Generalized Ammi (Gammi) dengan Row Column Interaction Model pada Interaksi Genotipe dan Lingkungan by Kurnia Ahadiyah, Ardiana Fatma Dewi

“…These two models will be compared with the analysis value of the deviance and biplot. Interpretation of the model is shown through the biplot with Singular Value Decompotition (SVD) toward interaction matrix. …”
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Observations on old Serbian terminology for iron mining and processing: Želězo and gvozdje by Loma Aleksandar B.

“…Some toponymic instances, however, are assumed to have been imported from other Slavic lands, such as Železnik, a medieval mine near Belgrade, attested since 1358; it may be interpreted as having arisen through univerbation from a descriptive denomination *želězьnъjь potokъ ‘iron stream’, but also from a possessive noun phrase *potokъ želěznikь ‘ironsmiths’ stream’, i.e., the one by which their hammer mills were situated, where the second element is the old genitive plural of *želěznikъ ‘ironsmith’, which is homophonous with its nominative singular form. …”
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Differential use of multiple food sources at a bathyal benthic ecosystem in the central Sagami Bay revealed by amino acid nitrogen isotopic compositions by Hidetaka Nomaki, Yoshito Chikaraishi, Nanako O. Ogawa, Koh Maki, Motohiro Shimanaga, Hisami Suga, Masashi Tsuchiya, Toshi Nagata, Naohiko Ohkouchi

“…The data obtained were interpreted together with previously reported values from benthic foraminifera of the same site for a holistic understanding of the food web. …”
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Socio-demographic and clinical determinants of self-care in adults with type 2 diabetes: a multicenter cross-sectional study in Zhejiang province, China by Xuefen Lan, Xiaozhen Ji, Xiaojia Zheng, Xiaoyu Ding, Hongyi Mou, Shunfei Lu, Bin Ye

“…Living in the southwest of Zhejiang province was associated with lower self-care self-efficacy. Conclusions/interpretation The findings of this study provide invaluable insights into the factors affecting self-care among Chinese adults with type 2 diabetes. …”
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Leadership Competencies in Turbulent Environments (A Meta-synthesis Study) by Javad Pourkarimi, Mahsa Azizi

“…Conclusion To ensure the quality of the research, the analysis and interpretation of the documents were conducted with high accuracy and thorough documentation. …”
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Using Patient‐Reported Outcomes in Two Program Examples Measuring Health Status in Primary Care: An Observational Study by Allison L. Soprovich, Hilary Short, Al‐Bakir Ali, Krista Brower, Arto Ohinmaa, Jeffrey A. Johnson

“…Minimally important differences were used to interpret index (0.04) and VAS scores (7.0) and the Pareto Classification of Health Change was applied to the dimensions. …”
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