Dissemination of trial results to participants in phase III pragmatic clinical trials: an audit of trial investigators intentions by Katie Gillies, M Zulfiqar Raza, Hanne Bruhn

“…Out of these 1231 trials, 18.8% (n=231) trials intended to actively communicate trial results or a means of accessing results to their participants, a further 80.5% (n=991) reported passive intention to disseminate and for the remainder (n=9) the process was unclear. Of the 370 End of Study reports (30% of all included studies) that could be accessed 10 (2.7%) explicitly mentioned activities related to dissemination of findings to participants with the majority (74.9%) having no mention and a further 22.4% of reports not being accessible. …”
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Fusing Events and Frames with Coordinate Attention Gated Recurrent Unit for Monocular Depth Estimation by Huimei Duan, Chenggang Guo, Yuan Ou

“…Coordinate attention explicitly models inter-channel dependencies and coordinate information in space. …”
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State Estimation for Quadruped Robots on Non-Stationary Terrain via Invariant Extended Kalman Filter and Disturbance Observer by Mingfei Wan, Daoguang Liu, Jun Wu, Li Li, Zhangjun Peng, Zhigui Liu

“…Secondly, the state update process integrates both foot-end velocity and position observations to improve the overall accuracy and comprehensiveness of the estimation. …”
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Light Field Diffusion for Single-View Novel View Synthesis by Yifeng Xiong, Haoyu Ma, Shanlin Sun, Kun Han, Hao Tang, Xiaohui Xie

“…Starting from the camera pose matrices, Light Field Diffusion transforms them into light field encodings, with the same shape as the reference image, to describe the direction of each ray. By integrating the light field encoding with the reference image, our method imposes local pixel-wise constraints within the diffusion process, fostering enhanced view consistency. …”
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Beyond the usual suspects: contrasting perspectives of developers and peripheral users of model-based energy scenarios by Yann Blumer, Devon Wemyss, Lukas Braunreiter

“…Further, users express more ambitious expectations concerning the purpose and scope of the entire modeling and scenario development process. This includes the expectation that scenarios come with an indication of specific probabilities, explore radically different futures, and more explicitly communicate key underlying assumptions. …”
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Education of medical caregivers in Poland: areas requiring improvement – mixed-method research by Magdalena Krysińska-Pisarek, Katarzyna Domosławska-Żylińska, Piotr Tyszko

“…In light of the demands of this role, a study was conducted with the primary objective of analysing educational outcomes and identifying areas requiring improvement in both theoretical knowledge and practical skills within the educational process for medical caregivers. Methods Convergent parallel mixed-methods design was used, with quantitative (Computer-Assisted Web Interview, CAWI and paper questionnaire)and qualitative components (3 mini Focus Group Interview, FGI) conducted concurrently and results integrated. …”
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Learning about social suffering through illness narrative: possibilities and challenges by Young-Gyung Paik, Jidong Sung

“…We propose a spiral curriculum that progressively deepens students’ understanding of social determinants of health, integrates qualitative research methodologies, and explicitly addresses Korean sociocultural contexts that shape illness experiences. …”
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The implementation of Safety Management Systems in healthcare: a systematic review and international comparison by Zhivko Zhelev, Sian de Bell, Alison Bethel, Maria Clarke, Rob Anderson, Jo Thompson Coon

“…Furthermore, some of the guidelines and objectives needed updating to reflect new evidence and understanding. Process safety as conceptualised in high-risk industries had some influence on the patient safety approach in the other countries, but this was less systematic and explicit. …”
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Projecting Large Fires in the Western US With an Interpretable and Accurate Hybrid Machine Learning Method by Fa Li, Qing Zhu, Kunxiaojia Yuan, Fujiang Ji, Arindam Paul, Peng Lee, Volker C. Radeloff, Min Chen

“…The model demonstrated notable accuracy with a F1‐score of 0.846 ± 0.012, surpassing process‐driven fire danger indices and four commonly used ML models by up to 40% and 9%, respectively. …”
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ScITree: Scalable Bayesian inference of transmission tree from epidemiological and genomic data. by Hannah Waddel, Katia Koelle, Max S Y Lau

“…Specifically, we develop a scalable spatio-temporal phylodynamic framework for inferring the transmission tree (ScITree) and other key epidemiological parameters considering the infinite sites assumption in modeling mutation on the sequence level, in contrast to the Lau method in which mutation was modeled explicitly on the nucleotide level. Our approach features full Bayesian implementation utilizing an exact likelihood to mechanistically integrate epidemiological and evolutionary processes. …”
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BCTDNet: Building Change-Type Detection Networks with the Segment Anything Model in Remote Sensing Images by Wei Zhang, Jinsong Li, Shuaipeng Wang, Jianhua Wan

“…Furthermore, we develop a change-aware attribute decoder that integrates building semantics into the change detection process via an extraction decoding network. …”
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Character learning model in vocational school by Umi Rochayati, Ratna Wardani

“…The design of learning to instill the values of work characters is implemented explicitly in the syllabus and lesson plans. The values of work characters are integrated in each subject especially the practice subjects. …”
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EMOTIVE SPEECH ACTS IN CROSS-CULTURAL COMMUNICATION: A COMPREHENSIVE ANALYSIS AND EXPERIMENTAL STUDY by Kenul E. Abdurehmanova

“…This emotional interlanguage evolves with increased language proficiency and cultural exposure, but the adaptation process varies across different channels of emotional expression and across different emotions. …”
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Study of lepton flavor universality and angular distributions in $$D\rightarrow K^*_{J} (\rightarrow K\pi )\ell \nu _{\ell }$$ D → K J ∗ ( → K π ) ℓ ν ℓ by Fei Huang, Ji Xu

“…Utilizing form factors for the $$D\rightarrow K^*$$ D → K ∗ transition derived from the quark model, we calculate the differential and integrated partial decay widths, explicitly considering the electron and muon masses. …”
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Copyright Data Dilemma of Building High-Quality Data System for AI: Present Situation, Coping Strategies, and Implementation Path by Hecan ZHANG, Chengqi YI, Peng GUO, Qianqian HUANG, Xiaokun JIN

“…[Purpose/Significance] Improving the policy and governance systems to promote the development of strategic industries such as artificial intelligence was explicitly proposed in the resolution of the Third Plenary Session of the 20th Central Committee of the Communist Party of China. …”
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Release Behavior and Bioaccumulation Characteristics of Organophosphate Esters from Plastics in Marine Aquaculture by Zhi YANG, Dongni LIU, Shengnan HUANG, Xuetian DAI, Wei QIAN, Xiaoshan ZHU

“…These additives, including organophosphate esters (OPEs), are often physically mixed into the polymer matrices rather than chemically bonded. This physical integration increases their susceptibility to release into the surrounding environment through various processes, such as volatilization, leaching, abrasion, and dissolution, during the product's lifecycle. …”
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Quantitative Decoupling Analysis for Assessing the Meteorological, Emission, and Chemical Influences on Fine Particle Pollution by Junhua Wang, Baozhu Ge, Lei Kong, Xueshun Chen, Jie Li, Keding Lu, Yayuan Dong, Hang Su, Zifa Wang, Yuanhang Zhang

“…Taking a heavy‐haze episode in Beijing as an example, we show that different from the integrated process rate (IPR) and the scenario analysis approach (SAA) in previous studies, the QDA method explicitly demonstrate the nonlinear effects by decomposing the variation of PM2.5 concentration into individual contributions of E, M and C terms as well as the contributions from interactions among these processes. …”
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Inner Methods and Outer Rites: An Exploration of Salvation Through Refinement in the <i>Golden Writings on the Great Achievement of Deliverance by the Numinous Treasure of Highest... by Hongyi Chen

“…Zheng Sixiao’s Salvation through Refinement method centers on Visualization and Actualization (cunxiang 存想), with the entire process taking place internally within the ritual master’s body. …”
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Should annual cost of the drug inform reimbursement decisions? A perspective from China’s healthcare security system by Xiaochen Peng, Xiaochen Peng, Haiyin Wang, Hui Sun, Xiaoxiao Qin, Zhe Huang

“…BackgroundAn increasing number of countries worldwide, including China, have adopted Health Technology Assessment (HTA) and pharmacoeconomic (PE) principles, either comprehensively or partially, to inform drug reimbursement decisions. While China has integrated the annual cost of the drug (ACD) as a key economic factor considered in decision-making, implicitly establishing a price ceiling for medical insurance coverage. …”
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Feasibility study of Learning Together for Mental Health: fidelity, reach and acceptability of a whole-school intervention aiming to promote health and wellbeing in secondary schoo... by Neisha Sundaram, Oliver Lloyd-Houldey, Joanna Sturgess, Elizabeth Allen, Semina Michalopoulou, Steven Hope, Rosa Legood, Stephen Scott, Lee D Hudson, Dasha Nicholls, Deborah Christie, Russell M Viner, Chris Bonell

“…Design We drew on student baseline and follow-up surveys and an integral process evaluation from a non-randomised feasibility study involving four secondary schools. …”
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