Validation and assessment of the arabic psychological first aid scale among physicians, nurses, and counselors in Jordan by Basma Eid Alshareef, Othman A. Alfuqaha, Ibraheem B. Maali, Khaled Amer

“…The content validity index was 0.91, yielding proper clarity of items. Three constructs were loaded with a total variation of 63.43%, indicating a proper model fit. …”
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Barriers and facilitators to the implementation of PHAROS, a perioperative pharmaceutical management intervention for older adults – a qualitative interview study from the perspect... by Moritz Sebastian Schönfeld, Julia Rinke, Claudia Langebrake, Levente Kriston, Cynthia Olotu, Rainer Kiefmann, Corinna Bergelt

“…Results Ten health care professionals involved in the implementation of PHAROS were interviewed. Based on CFIR-constructs, facilitators included need for and meaningfulness of the intervention as well as positive and supportive cooperation within the project team. …”
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Methods to Compare Predicted and Observed Phosphene Experience in tACS Subjects by Aprinda Indahlastari, Aditya K. Kasinadhuni, Christopher Saar, Kevin Castellano, Bakir Mousa, Munish Chauhan, Thomas H. Mareci, Rosalind J. Sadleir

“…This preliminary study introduces and tests methods to analyze predicted phosphene occurrence using computational head models constructed from tACS recipients against verbal testimonies of phosphene sensations. …”
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Physical-aware model accuracy estimation for protein complex using deep learning method by Haodong Wang, Meng Sun, Lei Xie, Dong Liu, Guijun Zhang

“…Given the input protein complex model, the residue-based contact area and orientation features were first constructed using Voronoi tessellation, representing the potential physical interactions and hydrophobic properties. …”
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Network Resilience and Rehabilitation Strategies for an Airport Movement Area Considering Traffic Flow and Road Class by Ruiling Mou, Rui Kang

“…The algorithm is developed by constructing a transportation network model for the airport movement area and extracting key nodes based on considerations of traffic flow and road class. …”
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Impact of PCSK9 Immunization on Glycemic Indices in Diabetic Rats by Amir Abbas Momtazi-Borojeni, Mahmoud Reza Jaafari, Elham Abdollahi, Maciej Banach, Amirhossein Sahebkar

“…To prepare the anti-PCSK9 vaccine, a peptide construct called Immunogenic Fused PCSK9-Tetanus (IFPT) was linked to the surface of nanoliposome carriers. …”
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Active Ingredients and Potential Mechanism of Additive Sishen Decoction in Treating Rheumatoid Arthritis with Network Pharmacology and Molecular Dynamics Simulation and Experimenta... by Ren J, Liu Z, Qi X, Meng X, Guo L, Yu Y, Dong T, Li Q

“…Additive Sishen decoction (ASSD) is a widely used traditional Chinese medicine for the treatment of RA; however, its active ingredients and the mechanism of its therapeutic effects remain unclear.Methods: To predict the ingredients and key targets of ASSD, we constructed “drug-ingredient-target-disease” and protein–protein interaction networks. …”
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Multi-step Prediction of Monthly Sediment Concentration Based on WPT-ARO-DBN/WPT-EPO-DBN Model by GAO Xuemei, CUI Dongwen

“…Accurate multi-step sediment concentration prediction is of significance for regional soil erosion control,flood control and disaster reduction.To improve the multi-step prediction accuracy of sediment concentration and the prediction performance of the deep belief network (DBN),this paper proposes a multi-step prediction model of monthly sediment concentration by combining the artificial rabbit optimization (ARO) algorithm,eagle habitat optimization (EPO) algorithm,and DBN based on wavelet packet transform (WPT).The model is validated using time series data of monthly sediment concentration from Longtan Station in Yunnan Province.Firstly,WPT is employed to decompose the time series data of the monthly sediment concentration of the case in three layers,and eight more regular subsequence components are obtained.Secondly,the principles of ARO and EPO algorithms are introduced,and hyperparameters such as the neuron number in the hidden layer of DBN are optimized by ARO and EPO.Meanwhile,WPT-ARO-DBN and WPT-EPO-DBN prediction models are built,and WPT-PSO (particle swarm optimization)-DBN and WPT-DBN are constructed for comparative analysis.Finally,four models are adopted to predict each subsequence component,and the predicted values are superimposed to obtain the multi-step prediction results of the final monthly sediment concentration.The results are as follows.① WPT-ARO-DBN and WPT-EPO-DBN models have satisfactory prediction effects on the monthly sediment concentration of the case from one step ahead to four steps ahead.This yields sound prediction results for five steps ahead.The prediction effect for six steps ahead and seven steps ahead is average,and the prediction accuracy for eight steps ahead is poor and cannot meet the prediction accuracy requirements.② The multi-step prediction performance of WPT-ARO-DBN and WPT-EPO-DBN models is superior to WPT-PSO-DBN models and far superior to WPT-DBN models,with higher prediction accuracy,better generalization ability,and larger prediction step size.③ ARO and EPO can effectively optimize DBN hyperparameters,improve DBN prediction performance,and have better optimization effects than PSO.Additionally,WPT-ARO-DBN and WPT-EPO-DBN models can give full play to the advantages of WPT,new swarm intelligence algorithms and the DBN network and improve the multi-step prediction accuracy of monthly sediment concentration,and the prediction accuracy decreases with the increasing prediction steps.…”
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Integration of Multi-Source Landslide Disaster Data Based on Flink Framework and APSO Load Balancing Task Scheduling by Zongmin Wang, Huangtaojun Liang, Haibo Yang, Mengyu Li, Yingchun Cai

“…Utilizing Kafka as a message queue, a real-time data pipeline was constructed, with Flink facilitating data processing and read/write operations for the database. …”
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Factors Requiring Adjustment in the Interpretation of Serum Carcinoembryonic Antigen: A Cross-Sectional Study of 18,131 Healthy Nonsmokers by Hae Yeon Kang, Eun Kyung Choe, Kyu Joo Park, Young Lee

“…The results for age, BMI, WBC count, HB, AST, and HbA1c were validated in the test set. We were able to construct the following model to predict the log-transformed CEA level: log (CEA + 0.51) = −0.204 − 0.051 (gender) + 0.005 (age) − 0.006 (BMI) + 0.008 (WBC count) + 0.016 (HB) + 0.002 (AST) + 0.062 (creatinine) + 0.054 (HbA1c). …”
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Surface Treatment of Rammed Earth Heritage Sites Using MICP Technology: An Investigation of Rainwater Erosion Resistance via Indoor Experiments and In Situ Testing by Liang Liu, Yun Zhang, Wanting Chen, Haiying Cao, Lianjun Guo, Lingling Zheng, Tianli Li, Rong Shu, Dongdong Li

“…Rammed earth, a commonly used building material in ancient times, differs from natural sedimentary layers in that it is more compact. Buildings constructed from historical rammed earth sites frequently encounter the issue of rainwater erosion. …”
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Deconstrucţia canonului literar în critica actuală română şi sârbă by Mariana Dan

“…His deconstruction of the literary process, which envisages the reader, the writer, the literary critic and the issue of reception, is, at times, mordant and his evaluation is not necessarily followed by a constructive re-evaluation. The main idea of the book, which is the need of Romanian literature to synchronize with other European literatures, is old, and was already described in Romania in Eugen Lovinescu’s studies, prior to World War II. …”
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Integrative Bioinformatics Analysis Unravel the Association between Intracerebral Hemorrhage and Cellular Apoptosis through Immune Infiltration by Pandi Chen, Gengfan Ye, Jia Li, Kuan Feng, Guangyao Zhu, Maosong Chen, Wei Chen

“…Gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were conducted, and a logic regression-based diagnostic model for ICH was constructed. Key genes were identified through least absolute shrinkage and selection operator regression after model validation. …”
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Reforming the innovation system to deliver affordable medicines: a conceptual framework of pharmaceutical innovation as a complex adaptive system (forest) and theory of change by Suerie Moon, Adrian Alonso Ruiz, Marcela C. F. Vieira, Kaitlin E. Large, Iulia Slovenski

“…Methods We inductively developed a novel conceptual framework of the PIS as a complex adaptive system (CAS) analogous to a forest. We constructed a database of 140 pharmaceutical innovation initiatives that sought to address global public interest objectives such as fair pricing or missing innovation. …”
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Compressive Characteristics and Fracture Simulation of Cerasus Humilis Fruit by Cheng Hao, Dongjin Yang, Liyang Zhao, Jianguo Yang, Tao Wang, Junlin He

“…A geometric model of Cerasus humilis fruit was constructed using three-dimensional reverse engineering technology. …”
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Parenting after a history of childhood maltreatment: A scoping review and map of evidence in the perinatal period. by Catherine Chamberlain, Graham Gee, Stephen Harfield, Sandra Campbell, Sue Brennan, Yvonne Clark, Fiona Mensah, Kerry Arabena, Helen Herrman, Stephanie Brown, ‘Healing the Past by Nurturing the Future’ group

“…Most studies were conducted in the United States (42/55) and involved mothers only (43/55). Theoretical constructs include: attachment, social learning, relational-developmental systems, family-systems and anger theories; 'hidden trauma', resilience, post-traumatic growth; and 'Child Sexual Assault Healing' and socioecological models. …”
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Association of objective and subjective socioeconomic markers with cognitive impairment among older adults: cross-sectional evidence from a developing country by Shobhit Srivastava, T Muhammad, TV Sekher

“…The sample included 31 464 older adults aged 60 years and above.Primary and secondary outcome measures Outcome variable was cognitive impairment, measured through broad domains of memory, orientation, arithmetic function, and visuo-spatial and constructive skills. We estimated descriptive statistics and presented cross-tabulations of the outcome. …”
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A nomogram for predicting prognosis for young cervical neuroendocrine carcinoma: A SEER-based study and external validation by Ning Xie, Haijuan Yu, Jie Lin, Sufang Deng, Linying Liu, Yang Sun

“…Finally, a simplified scoring system for clinical use was constructed by dividing patients into high-risk and low-risk groups.ResultsPathological type, FIGO stage, and surgery were independent risk factors by univariate and multivariate analysis (P < 0.05). …”
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Investigation of Scutellaria Barbata’s immunological mechanism against thyroid cancer using network pharmacology and experimental validation by Gen Ouyang, Yuangui Zhu, Zhehao Ouyang

“…In the TCMSP database, the active components and potential targets of SBH were screened to construct a drug-component-target-disease network. …”
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Comparing Clean Water Act Section 316(b) Policy Options by John Kadvany

“…Three simplified policy options are considered, each with a different implicit or explicit AEI approach: (1) a technology-driven rule based on a strict reading of the 316(b) regulatory text, and for which any impingement and entrainment count as AEI, (2) a complementary, open-ended risk-assessment process for estimating population effects with AEI characterized on a site-specific basis, and (3) an intermediate position based on proxy measures such as specially constructed definitions of littoral zone, sensitive habitat, or water body type. …”
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