Risk factor associations for severe COVID-19, influenza and pneumonia in people with diabetes to inform future pandemic preparations: UK population-based cohort study by Beverley M Shields, Bilal A Mateen, Andrew P McGovern, John M Dennis, Sebastian J Vollmer, Daniyal Raja, Rhian Hopkins, Katherine G Young, Nicholas J Thomas, James Godwin, Robert J Challen

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Understanding the quality of ethnicity data recorded in health-related administrative data sources compared with Census 2021 in England. by Cameron Razieh, Bethan Powell, Rosemary Drummond, Isobel L Ward, Jasper Morgan, Myer Glickman, Chris White, Francesco Zaccardi, Jonathan Hope, Veena Raleigh, Ashley Akbari, Nazrul Islam, Thomas Yates, Lisa Murphy, Bilal A Mateen, Kamlesh Khunti, Vahe Nafilyan

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Development and assessment of a machine learning tool for predicting emergency admission in Scotland by James Liley, Gergo Bohner, Samuel R. Emerson, Bilal A. Mateen, Katie Borland, David Carr, Scott Heald, Samuel D. Oduro, Jill Ireland, Keith Moffat, Rachel Porteous, Stephen Riddell, Simon Rogers, Ioanna Thoma, Nathan Cunningham, Chris Holmes, Katrina Payne, Sebastian J. Vollmer, Catalina A. Vallejos, Louis J. M. Aslett

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TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods: a Korean translation by Gary S. Collins, Karel G. M. Moons, Paula Dhiman, Richard D. Riley, Andrew L. Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B. Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair K. Denniston, Ben Glocker, Robert M. Golub, Hugh Harvey, Georg Heinze, Michael M. Hoffman, André Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W. Loder, Lena Maier-Hein, Bilal A. Mateen, Melissa D. McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep Singh, Laure Wynants, Patricia Logullo

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