Heterozygosity for a hypomorphic Polβ mutation reduces the expansion frequency in a mouse model of the Fragile X-related disorders. by Rachel Adihe Lokanga, Alireza Ghodsi Senejani, Joann Balazs Sweasy, Karen Usdin

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Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation. by Ahmed Akib Jawad Karim, Kazi Hafiz Md Asad, Md Golam Rabiul Alam

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Prognostic model construction and immune microenvironment analysis of pyroptosis-related genes in hepatocellular carcinoma based on single-cell RNA sequencing by Haoming Shen, Yizhi Peng, Qingqing Xie, Yuxi Ren, Junping Hu, Peifang Qin, Yuanxiong Chen, Hao Zeng, Yifan Sun

“…Although pyroptosis plays a critical role in tumor-immune interactions, its prognostic significance in HCC at single-cell resolution has not been systematically investigated.MethodsWe analyzed a publicly available single-cell RNA sequencing (scRNA-seq) data from 10 HCC tumors and paired adjacent tissue samples (60,496 cells) to elucidate pyroptosis-related gene (PRG) profiles. …”
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Development of a predictive model for long-term care and support eligibility certification associated with dementia-related functional impairments: the IRIDE cohort study by Daichi Yamashiro, Hiroyuki Suzuki, Susumu Ogawa, Mari Yamashita, Hiroki Moriya, Hiroyuki Sasai, Shuichi P. Obuchi, Takumi Abe, Hiroshi Murayama, Takumi Hirata, Yoshinori Fujiwara, Shuichi Awata, Masahiro Akishita, Kenji Toba, IRIDE Cohort Study Investigators

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The molecular characteristics of DNA damage and repair related to P53 mutation for predicting the recurrence and immunotherapy response in hepatocellular carcinoma by Jiayao Ma, Diya Tang, Guangzu Cui, Xiangyang Zhang, Xinwen Wang, Yin Li, Erya Hu, Xin Zhou, Haicong Liu, Qingping Peng, Changjing Cai, Xiangying Deng, Shan Zeng, Yihong Chen, Zemin Xiao

“…This study used 769 RNA sequencing samples from public datasets and 53 samples from Xiangya Hospital for DDR model training and validation. …”
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COVID-19 testing experiences and attitudes among young adults and socially isolated older adults living in public housing, New York City (2022) by Emily Gill, Zora Hall, Lorna E. Thorpe, Natasha J. Williams, Natasha J. Williams, Elle Anastasiou, Stefanie Bendik, Malcolm Punter, Jeremy Reiss, Donna Shelley, Marie Bragg

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Wearable device-based interventions in heat-exposed outdoor workers — a scoping review and an explanatory intervention model by Julian Friedrich, Teresa S. Schick, Filip Mess, Simon Blaschke

“…A scoping review was carried out to address the objectives of contextual analysis, fundamental mechanisms, and an assessment of outcomes to propose an explanatory intervention model based on the findings. Methods Web of Science and PubMed databases were searched by search strings related to (1) wearables (2), outdoor workers, and (3) heat stress. …”
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A conceptual model of Russia’s long-term development amid new challenges by Evgeny V. Balatsky, Nataly A. Ekimova

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Better public housing management in Ghana by Samson Aziabah

“…Additionally, inadequate numbers of professionals are available to manage and maintain public houses. Informed by the problems of public HM in Ghana, two models of HM were selected and studied to draw lessons for solving the problems in Ghana. …”
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The use of various genetically engineered biological drugs and selective immunosuppressants within the current provider-payment model of russian diagnosis-related groups by E. V. Derkach, E. A. Pyadushkina, M. V. Avxentyeva, T. V. Boyarskaya, E. E. Yagnenkova, A. S. Mokrova, M. M. Maryanyan

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Potential effects of autonomous vehicles on transport mode choice and sedentary behaviour in an Australian context – a modelling study by Branislava Godic, Rajith Vidanaarachchi, Leon Booth, Simone Pettigrew, Victoria Farrar, Jason Thompson

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Public Service Motivation and Attrition: Studying Individual-Level Turnover Behavior in the Public Sector Using Panel Data by Michael Bednarczuk

“…A multinomial logit model finds that those with higher PSM-related values in childhood are more likely to remain employed in the public sector over time. …”
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Comparing the performance of screening surveys versus predictive models in identifying patients in need of health-related social need services in the emergency department. by Olena Mazurenko, Adam T Hirsh, Christopher A Harle, Joanna Shen, Cassidy McNamee, Joshua R Vest

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Enhancing Health Mention Classification Through Reexamining Misclassified Samples and Robust Fine-Tuning Pre-Trained Language Models by Deyu Meng, Tshewang Phuntsho, Tad Gonsalves

“…Our findings demonstrate the method’s effectiveness in improving health mention detection and contribute to the field of explainable AI, offering insights into the decision-making process of models. This work promises to bolster the use of social media as a reliable tool for PHS, facilitating more proactive and informed public health responses.…”
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Refuting causal relations for synchronized pathogen dynamics by Yair Daon, Kris V. Parag, Amit Huppert, Uri Obolski

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Self-Supervised Knowledge-Aware Recommendation Model Integrating Adaptive Hypergraph by ZHOU Jiaxuan, LIU Xianhui, ZHAO Xiaodong, HOU Wenlong, ZHAO Weidong

“…Finally, the three kinds of embeddings are combined for subsequent recommendation prediction. The model is experimentally compared with benchmark models such as KGAT, KGIN, and KACL on several publicly available datasets. …”
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Social Advertising in Aspect of Addressee-Addresser Relations by F. E. Abdullayeva, V. A. Kameneva

“…The paper proves that the Chinese social advertising in the aspect of “addressee-addresser relations” performs the function of forming public opinion on socially significant aspects of society, the function of inculturation of the younger generation, encourages students to take responsibility for their studies and civil servants - to their professional duties, draws attention to the problems of relationships in the family both between spouses and between children and their parents, grandparents, encourages young people to take a more responsible attitude to marriage, raising children. …”
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Sentiment analysis and topic modeling in the context of scientific integrity: implications for teaching and research in higher education by GaoFeng Han, Fang Xia

“…The results obtained demonstrate that the public expresses significant concern and experiences significant negative emotions in relation to academic integrity issues, particularly on social media. …”
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Public health impact of RSV vaccination among adults aged 60 years and older in the United States using real-world evidence from the initial post-introduction season by Frederik Verelst, David Singer, Jonathan Graham, Mei Grace, Elizabeth M. La, Eliana Biundo

“…This study explored the impact of RSV vaccination during the first season of vaccine availability.Research design and methods A Markov model was adapted to compare RSV-related outcomes in adults aged ≥60 years with or without RSV vaccination. …”
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FACTORS OF GROWTH OF THE EFFICIENCY OF PUBLIC DEBT MANAGEMENT by M. E. Kosov

“…The paper proposes an econometric model that describes a system of indirect macroeconomic factors that are not directly related to the state’s debt policy, but show the strongest influence on the formation of public debt in modern realities and increase the efficiency of its management, as well as reflect the quality of public financial management in general. …”
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