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Use and Costs of Supplemental Benefits in Medicare Advantage, 2017-2021.
JAMA Netw Open
January 2025
Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts.
Importance: Nearly all Medicare Advantage (MA) plans offer dental, vision, and hearing benefits not covered by traditional Medicare (TM). However, little is known about MA enrollees' use of those benefits or how much they cost MA insurers or enrollees.
Objective: To estimate use, out-of-pocket (OOP) spending, and insurer payments for dental, hearing, and vision services among Medicare beneficiaries.
Structural analysis of physical gel networks using graph neural networks.
Eur Phys J E Soft Matter
January 2025
Institut für Theoretische Physik 1, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, 91058, Bavaria, Germany.
We employ graph neural networks (GNN) to analyse and classify physical gel networks obtained from Brownian dynamics simulations of particles with competing attractive and repulsive interactions. Conventionally such gels are characterized by their position in a state diagram spanned by the packing fraction and the strength of the attraction. Gel networks at different regions of such a state diagram are qualitatively different although structural differences are subtile while dynamical properties are more pronounced.
View Article and Find Full Text PDFPublisher Correction: Cohort trends in intrinsic capacity in England and China.
Nat Aging
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Centre for Longitudinal Studies, UCL Social Research Institute, University College London, London, UK.
The Overview for the Stability Improvement Strategy of LIBS Spectrum and Analysis Model: From Physics System to Analysis Method.
Crit Rev Anal Chem
January 2025
College of Electrical Engineering, Naval University of Engineering, Wuhan, P.R. China.
Laser-induced breakdown spectroscopy (LIBS) technology has been widely used in many fields including industrial production, space exploration, medical analysis, environmental pollution detection, etc. However, the stability problem of LIBS is one of the core problems for its further development. Solutions in the LIBS field in recent decades were summarized and classified from the physical mechanism and analysis method.
View Article and Find Full Text PDFMethods to correct temperature-induced changes of soil moisture sensors to improve accuracy.
MethodsX
June 2025
Biosystems and Agricultural Engineering, Michigan State University, East Lansing, MI 48824, USA.
Accurate soil moisture measurement is critical for precision irrigation management when using sensor data to calculate application timing and volume. Especially under conditions with soil varying temperature, sensors performance is always subject to some degree of error. This research investigated the method to assess soil moisture sensors performance across temperature gradient (4 °C to 14 °C) in sandy soil.
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