Improving random forest predictions in small datasets from two-phase sampling designs by Sunwoo Han, Brian D. Williamson, Youyi Fong

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Strategic Deployment of Cardiology Fellows in Training Using the Accreditation Council for Graduate Medical Education Coronavirus Disease 2019 Framework by Michael J. Gallagher, Richard Bloomingdale, Aaron D. Berman, Brian D. Williamson, Simon R. Dixon, Robert D. Safian

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An application of the Causal Roadmap in two safety monitoring case studies: Causal inference and outcome prediction using electronic health record data by Brian D. Williamson, Richard Wyss, Elizabeth A. Stuart, Lauren E. Dang, Andrew N. Mertens, Romain S. Neugebauer, Andrew Wilson, Susan Gruber

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Application of the SLAPNAP statistical learning tool to broadly neutralizing antibody HIV prevention research by Brian D. Williamson, Craig A. Magaret, Shelly Karuna, Lindsay N. Carpp, Huub C. Gelderblom, Yunda Huang, David Benkeser, Peter B. Gilbert

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A health-system-embedded deprescribing intervention targeting patients and providers to prevent falls in older adults (STOP-FALLS trial): study protocol for a pragmatic cluster-ran... by Benjamin H. Balderson, Shelly L. Gray, Monica M. Fujii, Kanichi G. Nakata, Brian D. Williamson, Andrea J. Cook, Robert Wellman, Mary Kay Theis, Cara C. Lewis, Dustin Key, Elizabeth A. Phelan

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Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features. by Craig A Magaret, David C Benkeser, Brian D Williamson, Bhavesh R Borate, Lindsay N Carpp, Ivelin S Georgiev, Ian Setliff, Adam S Dingens, Noah Simon, Marco Carone, Christopher Simpkins, David Montefiori, Galit Alter, Wen-Han Yu, Michal Juraska, Paul T Edlefsen, Shelly Karuna, Nyaradzo M Mgodi, Srilatha Edugupanti, Peter B Gilbert

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A causal roadmap for generating high-quality real-world evidence by Lauren E. Dang, Susan Gruber, Hana Lee, Issa J. Dahabreh, Elizabeth A. Stuart, Brian D. Williamson, Richard Wyss, Iván Díaz, Debashis Ghosh, Emre Kıcıman, Demissie Alemayehu, Katherine L. Hoffman, Carla Y. Vossen, Raymond A. Huml, Henrik Ravn, Kajsa Kvist, Richard Pratley, Mei-Chiung Shih, Gene Pennello, David Martin, Salina P. Waddy, Charles E. Barr, Mouna Akacha, John B. Buse, Mark van der Laan, Maya Petersen

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Baseline host determinants of robust human HIV-1 vaccine-induced immune responses: A meta-analysis of 26 vaccine regimens by Yunda Huang, Yuanyuan Zhang, Kelly E. Seaton, Stephen De Rosa, Jack Heptinstall, Lindsay N. Carpp, April Kaur Randhawa, Lyle R. McKinnon, Paul McLaren, Edna Viegas, Glenda E. Gray, Gavin Churchyard, Susan P. Buchbinder, Srilatha Edupuganti, Linda-Gail Bekker, Michael C. Keefer, Mina C. Hosseinipour, Paul A. Goepfert, Kristen W. Cohen, Brian D. Williamson, M. Juliana McElrath, Georgia D. Tomaras, Juilee Thakar, James J. Kobie

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Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features by Craig A. Magaret, Li Li, Allan C. deCamp, Morgane Rolland, Michal Juraska, Brian D. Williamson, James Ludwig, Cindy Molitor, David Benkeser, Alex Luedtke, Brian Simpkins, Fei Heng, Yanqing Sun, Lindsay N. Carpp, Hongjun Bai, Bethany L. Dearlove, Elena E. Giorgi, Mandy Jongeneelen, Boerries Brandenburg, Matthew McCallum, John E. Bowen, David Veesler, Jerald Sadoff, Glenda E. Gray, Sanne Roels, An Vandebosch, Daniel J. Stieh, Mathieu Le Gars, Johan Vingerhoets, Beatriz Grinsztejn, Paul A. Goepfert, Leonardo Paiva de Sousa, Mayara Secco Torres Silva, Martin Casapia, Marcelo H. Losso, Susan J. Little, Aditya Gaur, Linda-Gail Bekker, Nigel Garrett, Carla Truyers, Ilse Van Dromme, Edith Swann, Mary A. Marovich, Dean Follmann, Kathleen M. Neuzil, Lawrence Corey, Alexander L. Greninger, Pavitra Roychoudhury, Ollivier Hyrien, Peter B. Gilbert

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