Orchestrators of innovation networks in the city level: the case of Pacto Alegre by Julhete Mignoni, Bruno Anicet Bittencourt, Silvio Bitencourt da Silva, Aurora Carneiro Zen

“…In addition to these actors, the network counts on financial and development institutions as sponsors, with media partners, with design partners, with an advisory board (composed of five professionals considered references in different themes) and composed by more than 100 companies, associations and institutions from different areas (Pacto Alegre, 2019). Data were collected from 09/20/2020 to 11/30/2020 through in-depth interviews, documentary research and non-participant observation. …”
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Brain working memory network indices as landmarks of intelligence by Mohammadreza Khodaei, Paul J. Laurienti, Dale Dagenbach, Sean L. Simpson

“…Each subject's data included composite intelligence scores, and fMRI during resting state and a 2-back working memory task. …”
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Longitudinal Model Shifts of Machine Learning–Based Clinical Risk Prediction Models: Evaluation Study of Multiple Use Cases Across Different Hospitals by Patricia Cabanillas Silva, Hong Sun, Mohamed Rezk, Diana M Roccaro-Waldmeyer, Janis Fliegenschmidt, Nikolai Hulde, Vera von Dossow, Laurent Meesseman, Kristof Depraetere, Joerg Stieg, Ralph Szymanowsky, Fried-Michael Dahlweid

“…However, in production, the performances of such models heavily rely on changes in the system and data. The dynamic nature of the system environment, characterized by continuous changes, has significant implications for prediction models, leading to performance degradation and reduced clinical efficacy. …”
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Personalised prediction of maintenance dialysis initiation in patients with chronic kidney disease stages 3–5: a multicentre study using the machine learning approach by Usman Iqbal, Tzu-Hao Chang, Chu-Lin Chou, Mai-Szu Wu, Yung-Ho Hsu, Chih-Wei Huang, Anh Trung Hoang, Phung-Anh Nguyen, Thanh Phuc Phan, Gia Tuyen Do, Huu Dung Nguyen, I-Jen Chiu, Yu-Chen Ko, Chia-Te Liao

“…Predictive models were developed using patient demographics, comorbidities, laboratory data and medications. The dataset was divided into training and testing sets to ensure robust model performance. …”
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Impact of the COVID-19 pandemic on antidepressant prescribing with a focus on people with learning disability and autism: an interrupted time series analysis in England using OpenS... by Ben Goldacre, David Evans, Orla Macdonald, Richard Croker, Rebecca Smith, Christopher Wood, Andrea Schaffer, Andrew Brown, Brian MacKenna, William Hulme, Chris Bates, Amir Mehrkar, Peter Inglesby, John Parry, Amelia Green, Helen Curtis, Alex Walker, Rose Higgins, Sebastian Bacon, Simon Davy, Tom Ward, Louis Fisher, Iain Dillingham, Milan Wiedemann, Lucy Bridges, Ben Butler-Cole, Colm Andrews, Christine Cunningham, Victoria Speed, Liam C Hart, Thomas O’Dwyer, Steve Maude

“…We explored whether these changes affected antidepressant prescribing trends in the general population and those with learning disability or autism.Methods With the approval of NHS England, we used >24 million patients’ primary care data from the OpenSAFELY-TPP platform. We used interrupted time series analysis to quantify trends in those prescribed and newly prescribed an antidepressant across key demographic and clinical subgroups, comparing pre-COVID-19 (January 2018–February 2020), COVID-19 restrictions (March 2020–February 2021) and recovery (March 2021–December 2022) periods.Results Prior to COVID-19 restrictions, antidepressant prescribing was increasing in the general population and in those with learning disability or autism. …”
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Extracorporeal carbon dioxide removal compared to ventilation alone in patients with acute hypoxaemic respiratory failure: cost-utility analysis of the REST RCT by Ashley Agus, James J. McNamee, Colette Jackson, Danny F. McAuley

“…Background Acute hypoxaemic respiratory failure requiring mechanical ventilation is a major cause of morbidity and mortality and has significant resource implications in terms of intensive care unit and hospital stay. …”
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Challenges and Lessons Learned in Managing Web-Based Survey Fraud for the Garnering Effective Outreach and Research in Georgia for Impact Alliance–Community Engagement Alliance Sur... by Leslie S Craig, Christina L Evans, Brittany D Taylor, Jace Patterson, Kaleb Whitfield, Mekhi Hill, Michelle Nwagwu, Mohamed Mubasher, Robert A Bednarczyk, Gail G McCray, Cheryl L R Gaddis, Natasha Taylor, Emily Thompson, Ursula Douglas, Saundra K Latimer, Sedessie G Spivey, Tabia Henry Akintobi, Rakale Collins Quarells

“…Misinformation associated with survey fraud compromises data quality and data integrity with important implications for scientific conclusions, clinical practice, and social benefit. …”
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MET overexpression contributes to STAT4-PD-L1 signaling activation associated with tumor-associated, macrophages-mediated immunosuppression in primary glioblastomas by Ying Zhang, Zheng Wang, Zheng Zhao, Tao Jiang, Shou-Wei Li, Yong-Jian Zhu, Qiang-Wei Wang, Li-Hua Sun, Zhi-Liang Wang, Kuan-Yu Wang, Guan-Zhang Li, Jian-Bao Xu, Chang-Yuan Ren, Wen-Ping Ma, Hong-Jun Wang, Zhao-Shi Bao

“…MET and its interaction with the tumor microenvironment have been previously implicated in secondary gliomas. However, the contribution of MET gene to tumor cells’ ability to escape immunosurveillance checkpoints in primary gliomas, especially in glioblastoma (GBM), which is a WHO grade 4 glioma with the worst overall survival, is still poorly understood.Methods We investigated the relationship between MET expression and glioma microenvironment by using multiomics data and aimed to understand the potential implications of MET in clinical practice through survival analysis. …”
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Combining transcriptomic and metabolomic insights into carbohydrate utilization by Ruminiclostridium papyrosolvens DSM2782 by Mengcheng You, Zhenxing Ren, Letian Ye, Qiuyun Zhao, Ziyi Liu, Houhui Song, Chenggang Xu

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Exploring Shared Bicycle Travel Patterns from a Multidimensional Spatiotemporal Interaction Perspective Based on Tensor Decomposition: A Case Study of Central Shenzhen Area by Zheng Jixiang, Tao Haiyang, Zhuo Li, Shi Yufei, Bao Han, Huang Runjie

“…This paper analyzes the spatiotemporal data of bike-sharing in the central urban area of Shenzhen to explore usage patterns and characteristics, with the aim of optimizing bike-sharing system management and scheduling. …”
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Lower respiratory rate during sleep in children with Angelman syndrome compared to age-matched controls by Leo Gschwind, Sebastian Camillo Holst, David Nobbs, Florian Lipsmeier, Katalin Buzasi, Ponghatai Boonsimma, Alexander Rotenberg, Vitaliy Kolodyazhniy, Jörg Felix Hipp

“…A higher prevalence of respiratory abnormalities was observed in deletion carriers (55.2%) versus non-deletion carriers (9.1%). Pulse oximetry data indicated lower oxygen saturation levels in AS individuals (Cohen’s d = 1.60). …”
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Analisis pengaruh perkembangan teknologi komunikasi pada fenomena “cukurukuk calling” oleh anak-anak RW 22 Padukuhan Nogosaren by Bagastama Amir Rasyid

“…Hasil dan Implikasi: Pendekatan kualitatif digunakan untuk mempelajari anak usia 6-12 tahun di RW 22 Padukuhan Nogosaren. Analisis data meliputi reduksi data, penyajian data, dan penarikan kesimpulan. …”
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Hematological, Enzymatic, and Endocrine Response to Intense Exercise in Lidia Breed Cattle During the Roping Bull Bullfighting Celebration by Julio Sedeño, Salvador Ruiz, Germán Martín, Juan Carlos Gardón

“…However, the physiological impact and welfare implications of these activities remain poorly characterized. …”
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Digital intelligence and synergy of pollution reduction and carbon reduction: “Dividend” or “gap”? by Jiajia Li, Xianfeng Han, Tonglei Zhang, Jian Xiao, Longtao Chen

“…The conclusions of this study hold significant implications for fully harnessing the synergy between digitization and intelligence to empower SPCR. …”
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Does Capital Assistance and Financial Literacy Have an Impact on the Business Sustainability of MSMEs in Kediri City? by Srikalimah Srikalimah, Miftahul Munir

“…The sampling technique used was a combination of stratified random sampling from Mojoroto sub-district, Kota sub-district, and Pesantren sub-district. Primary data collection was carried out on 100 respondents who received capital assistance in the city of Kediri. …”
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Rapid Prototyping in Pakistan: A Technical Feasibility Study with Analytical Hierarchy Process Analysis, Bridging Civil and Industrial Engineering Perspectives by Ghulam Ameer Mukhtar, Sana Shehzadi, Muhammad Moazzam Ali, Abdul Ahad Malik, Muhammad Mohsin Arshad

“…To solve this puzzle, we collected data from field experts, academia researchers, and license holders of this technology. …”
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Soret-Dufour driven unsteady MHD bioconvective tetra-hybrid nano-additives over rotating disks with varying thermophysical property by Amudhini M, Poulomi De

“…The different distribution models are used for physical quantity data to find the best fit and it was found that the Weibull distribution is suitable for present study. …”
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A proposal for a methodology for the cocreation of an environmental analysis tool: application to the competitive sailing sector in Brittany by L. Jacquet, A. Le Duigou, O. Kerbrat

“…The generic methodology is adapted from the recommendations of the International Life Cycle Data system guide and the usual steps of a software development. …”
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Roots of urban forest conservation behaviors: Discovering determinants of citizens’ attitudes by Rahim Maleknia

“…Using structural equation modeling to analyze data, the findings of research revealed that perceived benefits (ƛ = 0.317) exert the strongest influence on attitudes, highlighting the critical role of recognizing urban forests' advantages. …”
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School-based health centers and mental health stigma before and during the pandemic by Dara Shifrer, Suzy Pappas (Fly), Rachel Springer, Xuan Dinh

“…We use Stangl et al.’s (2019)framework for health-related stigma to analyze data from 36 interviews with SBHC Coordinators in Oregon and their Educator Partners to investigate: 1) What implications does mental health-related stigma have for SBHCs' delivery of mental health services to children and adolescents? …”
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