Research on Risk Prediction of Condiments Based on Gray Correlation Analysis – Deep Neural Networks by Miao Zhang, Yiran Wan, Haiyang He, Yuanjia Hu, Changhong Zhang, Jingyuan Nie, Yanlei Wu, Kaiying Deng, Xun Lei, Xianliang Huang

“…In this study, a risk assessment model for condiments based on gray correlation analysis was established by using publicly available sampling data of soy sauce and vinegar in China. …”
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Prediction model for unfavorable treatment outcome for complicated sever acute malnutrition (SAM) in under five children admitted in hospitals at Amhara Region by Almaw Genet Yeshiwas, Zelalem Alamrew Anteneh, Tilahun Degu Tsega, Ahmed Fentaw Ahmed, Chalachew Yenew

“…This study validates a prediction model and develops risk scores for unfavorable treatment outcomes in SAM patients, addressing the scarcity of risk assessment tools in low-income settings and providing clinicians with a practical tool to improve decision-making.MethodsA cohort study was conducted among 915 SAM children hospitalized with SAM hospitals in Amhara Region. …”
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Degradation dynamics of Trifluralin in Qinghai-Tibet Plateau and screening of its degrading strains by Dong Zhao, Lei Wang, Shuo Shen, Enyu Lu, Junlong Feng, Nima Bai, Hongyu Chen, Wei Li

“…The findings of this study provide important data for the environmental risk assessment of FLL and suggest potential biological resources for the rational use and environmental remediation of this herbicide. …”
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Mapping Susceptibility and Risk of Land Subsidence by Integrating InSAR and Hybrid Machine Learning Models: A Case Study in Xi'an, China by Chen Chen, Mimi Peng, Mahdi Motagh, Xinxin Guo, Mengdao Xing, Yinghui Quan

“…In this article, we propose a new comprehensive subsidence susceptibility and risk assessment strategy by integrating InSAR observation and hybrid machine learning models, which is first and successfully employed over Xi'an area. …”
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Optimizing composite ecological networks through Synergistic risk Management, ecological Conservation, and recreational Integration: A case study of Beijing’s shallow mountain regi... by Lei Cao, Kaiping Wang, Xinyao Zhao, Yunlu Zhang

“…This research focuses on the shallow mountainous areas of Beijing, employing a combination of multivariate models, including ecological risk assessment (ERA), ecosystem service function evaluation, and recreational resource evaluation. …”
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Ground vibration effect evaluation due to blasting operations by Mohammad Forrukh Hossain Khan, Md. Jafar Hossain, Mohammad Tofayal Ahmed, Minhaj Uddin Monir, Md. Aliur Rahman, Tania Sultana Sweety, Faysal Ahamed Akash, Shaik Muntasir Shovon

“…The average predicted PPV value was found to be slightly higher than the actual PPV value, approximately 2.5 mm/s. Risk assessment for potential damage to various constructions was conducted in accordance with USBM and DIN 4150 standards. …”
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Diabetic retinopathy further increases risk of cardiovascular disease mortality in a high-risk cohort by Richard Kha, Yasemin Kapucu, Mayuri Indrakumar, George Burlutsky, Aravinda Thiagalingam, Pramesh Kovoor, Paul Mitchell, Gerald Liew

“…Individuals with DR may benefit from a comprehensive cardiovascular risk assessment, lifestyle changes, more intensive cardiovascular management and follow-up to minimise risk of death from CVD events.…”
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Optimization of the Extraction Protocol for Pacific Ciguatoxins from Marine Products Prior to Analysis Using the Neuroblastoma Cell-Based Assay by Thomas Yon, Philippe Cruchet, Jérôme Viallon, J. Sam Murray, Emillie Passfield, Mireille Chinain, Hélène Taiana Darius, Mélanie Roué

“…This optimized protocol contributes to the technological advancement of detection methods, promoting food safety and improving CP risk assessment in marine products.…”
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Valuation method for sub-indicators of rock burst risk based on mining depth and tectonic stress by Zhen LI, Guanyang WU, Shangjin SI, Xin GAO, Xun LIU, Dongdong ZHANG, Chengxiang ZHANG, Jiachen LIU

“…Rock burst disasters are often induced under the disturbance of coal mining. The rock burst risk assessment plays an important role in the prevention of dynamic disasters. …”
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Psychosocial working conditions and violence prevention climate in German emergency departments – a cross-sectional study by Sonja Reißmann, Mannat Guliani, Tanja Wirth, David A. Groneberg, Volker Harth, Stefanie Mache

“…The Questionnaire for Psychosocial Risk Assessment (QPRA) and the Violence Prevention Climate Scale (VPCS) were applied. …”
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Youth experiencing homelessness at risk for suicide: psychosocial risk factors and service use patterns by Laura J. Chavez, Kelly J. Kelleher, Alicia Bunger, Xin Feng, Margaret Fitzpatrick, Jodi L. Ford, Allen B. Mallory, Arielle H. Sheftall, Tansel Yilmazer, Alexis Pizzulo, Jesse L. Hawke, Mattina A. Davenport, Natasha Slesnick

“…The objective of this study is to examine service use and psychosocial risk factors for suicide, in relation to suicide risk assessment, to inform strategies for engaging youth in suicide prevention services. …”
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Assessment of Geriatric Problems and Risk Factors for Delirium in Surgical Medicine: Protocol for Multidisciplinary Prospective Clinical Study by Henriette Louise Möllmann, Eman Alhammadi, Soufian Boulghoudan, Julian Kuhlmann, Anica Mevissen, Philipp Olbrich, Louisa Rahm, Helmut Frohnhofen

“…A geriatric assessment with the content of basal and instrumental activities of daily living (basal activities of daily living [Katz index], instrumental activities of daily living [Lawton and Brody score], cognition [6-item screener and clock drawing test], mobility [de Morton Mobility Index and Sit-to-Stand test], sleep [Pittsburgh Sleep Quality Index and Insomnia Severity Index/STOP-BANG], drug therapy [polypharmacy and quality of medication, Fit For The Aged classification, and anticholinergic burden score], and pain assessment and delirium risk (Delirium Risk Assessment Tool) will be performed. Any medical problems detected will be treated according to current standards, and no intervention is planned as part of the study. …”
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Biologics for eosinophilic oesophagitis: a systematic review and meta-analysis by Beibei Zeng, Doudou Jia, Shengen Li, Xuna Liu, Boxu Zhu, Yanqi Zhang, Yan Zhuang, Fei Dai

“…The caliber of the included literature was evaluated using the Cochrane risk assessment tool findings. Data extraction and meta-analysis were conducted using RevMan 5.4 and Stata 17.0. …”
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Exploring policy processes against microbial threats in Iran: a qualitative policy analysis by Amirhossein Takian, Ali Akbari Sari, Masud Yunesian, Azam Raoofi

“…Barriers to effective policy formulation encompassed delay in policymaking, policy gap in response to public needs, weakness in policy feasibility, risk assessment and management. For policy implementation, we extracted governance and coordination, and health system capacity. …”
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Typological and cumulative approaches to risk and adversity in Child and Adolescent Mental Health Services (CAMHS): Retrospective cohort analysis in South London by Barry Coughlan, Nicole Marshall, Matt Woolgar, Julia Mannes, Paige Erkiert, Ayla Humphrey, Jack Smith, Taliah Drayak, Francesca Crozier-Roche, Tessa Morgan, Dustin Hutchinson, David Graham, Rick Hood, Robbie Duschinsky

“…Methods: We analysed risk assessment data from 21,072 young people attending mental health services in South London. …”
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The burden of chronic kidney disease attributable to high sodium intake: a longitudinal study in 1990–2019 in China by Yongyao Shen, Liying Jiang, Liying Jiang, Jin Yu, Bo Chen, Aidong Liu, Yongjin Guo, Yongjin Guo

“…Our study aims to estimate and present the national burden of CKD attributable to high sodium intake, as well as its profile.MethodsThe regional disease burden data from the China Center for Food Safety Risk Assessment (CFSA) from 1990 to 2019 were compiled based on the methodology of GBD 2019. …”
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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

“…Pairwise correlation analysis further revealed interactions among these variables.Conclusion: The RF model exhibited robust predictive power for sepsis in leukemia patients, providing clinicians with a valuable tool for early risk assessment and the optimization of treatment strategies.Keywords: leukemia, sepsis, prediction model, biomarkers, machine learning…”
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Mechanistic evaluation of enhanced graphene toxicity to Bacillus induced by humic acid adsorption by Xuejiao Zhang, Jin Zeng, Jason C. White, Fangbai Li, Zhiqiang Xiong, Siyu Zhang, Yuze Xu, Jingjing Yang, Weihao Tang, Qing Zhao, Fengchang Wu, Baoshan Xing

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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

“…A 33-item instrument drawn from pressure ulcer risk assessment and prevention toolkits established by the Agency for Healthcare Research and Quality was used to assess nurses’ practices. …”
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The challenges of evidence-based prehabilitation in a real-life context for patients preparing for colorectal surgery—a cohort study and multiple case analysis by A. D. Talen, N. L. U. van Meeteren, J. A. Barten, I. Pereboom, W. P. Krijnen, H. Jager-Wittenaar, B. C. Bongers, G. van der Sluis

“…Results Fifty-eight patients intended to follow the prehabilitation care pathway, of which 41 performed a preoperative risk assessment (coverage 80%). Ten patients (24%) were identified as high-risk and participated in the prehabilitation program (duration of 33–84 days). …”
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