Addressing common sources of bias in studies of new-onset type 2 diabetes following COVID that use electronic health record data by Jessica L Harding, Emily Pfaff, Edward Boyko, Pandora L. Wander

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FDTool: a Python application to mine for functional dependencies and candidate keys in tabular data [version 1; peer review: 2 approved] by Matt Buranosky, Elmar Stellnberger, Emily Pfaff, David Diaz-Sanchez, Cavin Ward-Caviness

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FDTool: a Python application to mine for functional dependencies and candidate keys in tabular data [version 2; peer review: 2 approved] by Matt Buranosky, Elmar Stellnberger, Emily Pfaff, David Diaz-Sanchez, Cavin Ward-Caviness

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FHIR PIT: an open software application for spatiotemporal integration of clinical data and environmental exposures data by Hao Xu, Steven Cox, Lisa Stillwell, Emily Pfaff, James Champion, Stanley C. Ahalt, Karamarie Fecho

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Leveraging Open Electronic Health Record Data and Environmental Exposures Data to Derive Insights Into Rare Pulmonary Disease by Karamarie Fecho, Stanley C. Ahalt, Michael Knowles, Ashok Krishnamurthy, Margaret Leigh, Kenneth Morton, Emily Pfaff, Max Wang, Hong Yi

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Development and Application of an Open Tool for Sharing and Analyzing Integrated Clinical and Environmental Exposures Data: Asthma Use Case by Karamarie Fecho, Stanley C Ahalt, Stephen Appold, Saravanan Arunachalam, Emily Pfaff, Lisa Stillwell, Alejandro Valencia, Hao Xu, David B Peden

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Research informatics and the COVID-19 pandemic: Challenges, innovations, lessons learned, and recommendations by Richard J. Bookman, James J. Cimino, Christopher A. Harle, Rhonda G. Kost, Sean Mooney, Emily Pfaff, Svetlana Rojevsky, Jonathan N. Tobin, Adam Wilcox, Nick F. Tsinoremas

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The N3C governance ecosystem: A model socio-technical partnership for the future of collaborative analytics at scale by Christine Suver, Jeremy Harper, Johanna Loomba, Mary Saltz, Julian Solway, Alfred Jerrod Anzalone, Kellie Walters, Emily Pfaff, Anita Walden, Julie McMurry, Christopher G. Chute, Melissa Haendel

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Identifying optimal survey-based algorithms to distinguish diabetes type among adults with diabetes by Jennifer G. Nooney, M. Sue Kirkman, Kai McKeever Bullard, Zachary White, Kristi Meadows, Joanne R. Campione, Russ Mardon, Gonzalo Rivero, Stephen R. Benoit, Emily Pfaff, Deborah Rolka, Sharon Saydah

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NSAID use and clinical outcomes in COVID-19 patients: a 38-center retrospective cohort study by Justin T. Reese, Ben Coleman, Lauren Chan, Hannah Blau, Tiffany J. Callahan, Luca Cappelletti, Tommaso Fontana, Katie R. Bradwell, Nomi L. Harris, Elena Casiraghi, Giorgio Valentini, Guy Karlebach, Rachel Deer, Julie A. McMurry, Melissa A. Haendel, Christopher G. Chute, Emily Pfaff, Richard Moffitt, Heidi Spratt, Jasvinder A. Singh, Christopher J. Mungall, Andrew E. Williams, Peter N. Robinson

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