Complex analysis and mathematical modeling of the internal exposure dose of the Ukrainian Polissya rural population by H. Chobotko, L. Raichuk, A. Cherniavskyi, N. Liubashenko, I. McDonald

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Herpes zoster vaccine and the risk of stroke: a population-based cohort study using linked data from the Clinical Practice Research Datalink by Fawziah Marra, Kathryn Richardson, Helen I McDonald, Yoon Kong Loke, Helen Mary Parretti

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From Continent to Ocean: Investigating the Multi-Element and Precious Metal Geochemistry of the Paraná-Etendeka Large Igneous Province Using Machine Learning Tools by J. J. Lindsay, H. S. R. Hughes, C. M. Yeomans, J. C. Ø. Andersen, I. McDonald

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Safety of inadvertent administration of live zoster vaccine to immunosuppressed individuals in a UK-based observational cohort analysis by Nick Andrews, Sara Thomas, Daniel J Grint, Helen I McDonald, Jemma L Walker, Gayatri Amirthalingam

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NHS national data opt-outs: trends and potential consequences for health data research by John Tazare, Alasdair D Henderson, Jessica Morley, Helen A Blake, Helen I McDonald, Elizabeth J Williamson, Helen Strongman

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Social determinants of pertussis and influenza vaccine uptake in pregnancy: a national cohort study in England using electronic health records by Michael Edelstein, Sara Thomas, Helen I McDonald, Jemma L Walker, Gayatri Amirthalingam, Christopher T Rentsch, Caroline Minassian, JeongEun Bak

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Cell-free mitochondrial DNA may predict the risk of post-operative complications and outcomes in surgical aortic valve replacement patients by Kieran Hyslop, Katrina K. Ki, Rishendran Naidoo, Donalee O’Brien, Anil Prabhu, Denzil Gill, Chris Anstey, Ivan L. Rapchuk, Charles I. McDonald, Lachlan Marshall, India Pearse, John F. Fraser, Jacky Y. Suen, Margaret R. Passmore

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Overall and cause-specific hospitalisation and death after COVID-19 hospitalisation in England: A cohort study using linked primary care, secondary care, and death registration dat... by Krishnan Bhaskaran, Christopher T Rentsch, George Hickman, William J Hulme, Anna Schultze, Helen J Curtis, Kevin Wing, Charlotte Warren-Gash, Laurie Tomlinson, Chris J Bates, Rohini Mathur, Brian MacKenna, Viyaasan Mahalingasivam, Angel Wong, Alex J Walker, Caroline E Morton, Daniel Grint, Amir Mehrkar, Rosalind M Eggo, Peter Inglesby, Ian J Douglas, Helen I McDonald, Jonathan Cockburn, Elizabeth J Williamson, David Evans, John Parry, Frank Hester, Sam Harper, Stephen Jw Evans, Sebastian Bacon, Liam Smeeth, Ben Goldacre

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Two decades of three-dimensional movement data from adult female northern elephant seals by Daniel P. Costa, Rachel R. Holser, Theresa R. Keates, Taiki Adachi, Roxanne S. Beltran, Cory D. Champagne, Daniel E. Crocker, Arina B. Favilla, Melinda A. Fowler, Juan Pablo Gallo-Reynoso, Chandra Goetsch, Jason L. Hassrick, Luis A. Hückstädt, Jessica M. Kendall-Bar, Sarah S. Kienle, Carey E. Kuhn, Jennifer L. Maresh, Sara M. Maxwell, Birgitte I. McDonald, Elizabeth A. McHuron, Patricia A. Morris, Yasuhiko Naito, Logan J. Pallin, Sarah H. Peterson, Patrick W. Robinson, Samantha E. Simmons, Akinori Takahashi, Nicole M. Teuschel, Michael S. Tift, Yann Tremblay, Stella Villegas-Amtmann, Ken Yoda

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Study protocol: Comparison of different risk prediction modelling approaches for COVID-19 related death using the OpenSAFELY platform [version 2; peer review: 2 approved] by Richard Croker, Anna Schultze, Frank Hester, John Parry, Rafael Perera, Sam Harper, Rosalind M. Eggo, Liam Smeeth, Ewout Steyerberg, Caroline Minassian, Ruth Keogh, Karla Diaz-Ordaz, Stephen J.W. Evans, Elizabeth J. Williamson, Krishnan Bhaskaran, John Tazare, Helen I McDonald, Alex J. Walker, Sebastian Bacon, Laurie A. Tomlinson, Helen J. Curtis, Chris Bates, Caroline E. Morton, Harriet Forbes, Amir Mehrkar, Emily Nightingale, Brian D Nicholson, Richard Grieve, Dave Evans, Peter Inglesby, David Harrison, Ben Goldacre, David Leon, Jonathan Cockburn, Brian MacKenna, Rohini Mathur, Will J. Hulme, Nicholas G. Davies, Ian J. Douglas, Jessica Morley, Angel Wong, Christopher T. Rentsch

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