Validation of the Patient Driven Payment Model (PDPM) in China by Yue Xu, Mengjia Zhi, Ningjun Shao, Linlin Hu

“…Methods First, 13,496 post-acute care patients in seven facilities of Jinhua City from January 2018 to December 2020 were sampled and assigned to PDPM groups according to their clinical characteristics, functional status, and special care needs. Then, the effectiveness of grouping was analyzed by the percentage of variance in resource use explained by the classification (R2), the reduction in variance (RIV), the class-specific coefficients of variation (CVs), and the weighted means for each group (case-mix indexes, CMIs). …”
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A TRIM Family-Based Strategy for TRIMCIV Target Prediction in a Pan-Cancer Context with Multi-Omics Data and Protein Docking Integration by Yisha Huang, Jiajia Xuan, Jiayan Liang, Xixi Liu, Yonglei Luo, Xuejuan Gao, Wanting Liu

“…Our models achieved robust prediction performance in cancers utilizing a fair feature space and circumventing hypothetical non-interacting pairs. …”
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Evaluation of Parametric and Non-Parametric Models in Estimating Canopy Cover Density of Zagros Forests Using Remote Sensing and Machine Learning by Sajad Alimahmoodi Sarab, MohamadHadi Moayery, MOhammad Mirzavand, Shaban Shataee Jouibary, Alireza Rashki

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PlastidHub: An integrated analysis platform for plastid phylogenomics and comparative genomics by Na-Na Zhang, Gregory W. Stull, Xue-Jie Zhang, Shou-Jin Fan, Ting-Shuang Yi, Xiao-Jian Qu

“…The plastid genome (plastome) represents an indispensable molecular resource for studying plant phylogeny and evolution. …”
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Carbon-carbon triple bond cleavage and reconstitution to achieve aryl amidation using nitrous acid esters by Zi-Ying Wang, Shoujun Wang, Nan-Nan Dai, Yao Xiao, Yu Zhou, Wen-Chan Tian, Dongru Sun, Qiang Li, Yong Wang, Wen-Ting Wei

“…Nitrous acid ester serves as both a radical source and a hydrogen atom transfer (HAT) reagent to functionalize and utilize the two carbon atoms of the C–C triple bond. …”
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Dynamic Tuning and Multi-Task Learning-Based Model for Multimodal Sentiment Analysis by Yi Liang, Turdi Tohti, Wenpeng Hu, Bo Kong, Dongfang Han, Tianwei Yan, Askar Hamdulla

“…Multimodal sentiment analysis aims to uncover human affective states by integrating data from multiple sensory sources. However, previous studies have focused on optimizing model architecture, neglecting the impact of objective function settings on model performance. …”
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Synchronizing livestock metabolism with feeding schedules: Advancing sustainable animal husbandry practices by Moyosore Joseph Adegbeye, Yeni Widiawati, Babatunde Oluwafemi Adetuyi, Tatan Kostaman, Eko Handiwirawan, Adeola Ojugbele, Mona M.M.Y. Elghandour, Maximilian Lackner, Ravikanth Reddy Poonooru, Abdelfattah Z.M. Salem

“…Circadian rhythms, orchestrated by the master clock in the suprachiasmatic nucleus (SCN) and peripheral clocks in metabolic tissues, regulate diverse physiological processes in livestock, including metabolism, nutrient absorption, and energy utilization. These biological rhythms align internal functions with external factors. …”
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Synthesizing the Academic Administrators’ Competencies: Developing of a Model by Homa Rahmani, Asadollah Khadivi

“…</p> <ol style="text-align: left;" start="3"> <li><strong>Methodology</strong></li> </ol> <p style="text-align: left;">The current research serves a functional purpose, employing a qualitative approach. …”
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Innovative treatment of toxic oily petroleum wastewater with magnetic sludge under UVA light by Saeedeh Rastgar, Habibollah Younesi, Hassan Rezeai, Hajar Abyar

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GT-NMR: a novel graph transformer-based approach for accurate prediction of NMR chemical shifts by Haochen Chen, Tao Liang, Kai Tan, Anan Wu, Xin Lu

“…Therefore, while employing GT-NMR or other graph-based methods for the rapid and routine prediction of NMR chemical shifts, it is advisable to utilize nSPS to assess their suitability. The source codes and trained model of GT-NMR are publicly available at GitHub. …”
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Hematopoietic stem cell discovery: unveiling the historical and future perspective of colony-forming units assay by Nur Afizah Yusoff, Zariyantey Abd Hamid, Siti Balkis Budin, Izatus Shima Taib

“…Since then, HSCs have been studied and utilized in medical therapies and research for over several decades. …”
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How Massive Star Clusters Form and Evolve: A Near-IR Survey of the W51 Complex by Aden Dawson, Adam Ginsburg, Carlos G. Román-Zúñiga

“…Our observations reveal over 3000 new sources, out of which 88 are located in the protoclusters, W51 IRS2 and W51 Main. …”
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CHINESE YUAN EXCHANGE RATE AGAINST THE INDONESIAN RUPIAH PREDICTION USING SUPPORT VECTOR REGRESSION by Steven Soewignjo, Ni Wayan Widya Septia Sari, Andini Putri Mediani, M. Aqil Zaidan Kamil, Dita Amelia, Nur Chamidah

“…This study aims to forecast the exchange rate between the Chinese Yuan (CNY) and the Indonesian Rupiah (IDR) using Support Vector Regression (SVR), a machine-learning technique that can handle nonlinear and complex data. The authors utilize the monthly selling exchange rate of CNY against IDR from January 2012 to October 2023 sourced from the “investing” platform. …”
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Computational Phenotyping of Obstructive Airway Diseases: A Systematic Review by Bashir MBA, Milani GP, De Cosmi V, Mazzocchi A, Zhang G, Basna R, Hedman L, Lindberg A, Ekerljung L, Axelsson M, Vanfleteren LEGW, Rönmark E, Backman H, Kankaanranta H, Nwaru BI

“…COPD phenotypes involved lung function, emphysematous changes, smoking, comorbidities, and daily life impairment. …”
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Haplotype-resolved genomes of Trichophyton mentagrophytes and Trichophyton tonsurans by Sijie Feng, Zhenhui Wang, Kainan Lin, Kun Wang, Shuting Zheng, Qianqian Wang, Lianyu Lin, Yunkun Lu

“…More than 7500 protein-coding genes were identified, and over 99% of the genes were well annotated through multiple gene function databases. Approximately 10% of the genomes were covered by repeats, particularly retrotransposons. …”
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Mid-infrared Ensemble Variability of Broad-line and Narrow-line Seyfert 1 Galaxies by Zhipeng Hu, Lisheng Mao

“…We utilized multiepoch archival data from the Wide-field Infrared Survey Explorer to compare the variability at 3.4 μ m (W1 band) and 4.6 μ m (W2 band) of broad-line Seyfert 1 (BLSy1) galaxies and narrow-line Seyfert 1 (NLSy1) galaxies by employing the ensemble structure function (SF). …”
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A Model-Driven Approach Employing DSL and Generation Templates to Accelerate the Development of Conversational Agents for Smart Tourism by Charaf Ouaddi, Lamya Benaddi, Adnane Souha, Hamza Abdelmalek, Abdeslam Jakimi, Rachid Saadane

“…Additionally, developers and companies often utilize APIs provided by intent recognition services like Dialogflow and Amazon Lex to easily create conversational agents using graphical forms, which enhance conversational agent functionality. …”
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Responses of vegetation low-growth to extreme climate events on the Mongolian Plateau by Hao Li, Yunfeng Hu, Batunacun

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A promoter library for tuning gene expression in Cupriavidus necator under autotrophic conditions by Wataru Kitagawa, Wataru Kitagawa, Kensuke Igarashi, Ryo Nagasawa, Shigeyuki Kakizawa, Mizuki Horino, Kosuke Fujishima, Kosuke Fujishima, Toshiaki Fukui, Souichiro Kato, Souichiro Kato, Souichiro Kato

“…This study aimed to establish a promoter library that functions in C. necator grown under autotrophic conditions. …”
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Conservation Reserve Program Soils Show Potential as a Soil Health Benchmark—A Southern Minnesota Case Study by Oliver Hoffman, Christopher E. Chorpenning, Tad Trimarco, Nathan Carr, Cassidy Buchanan, James A. Ippolito

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