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Dear Pandemic: A Topic Modeling Analysis Of Covid-19 Information Needs Among Readers Of An Online Science Communication Campaign., Aleksandra M Golos, Sharath Chandra Guntuku, Rachael Piltch-Loeb, Lindsey J Leininger, Amanda M Simanek, Aparna Kumar, Sandra S Albrecht, Jennifer Beam Dowd, Malia Jones, Alison M Buttenheim
Dear Pandemic: A Topic Modeling Analysis Of Covid-19 Information Needs Among Readers Of An Online Science Communication Campaign., Aleksandra M Golos, Sharath Chandra Guntuku, Rachael Piltch-Loeb, Lindsey J Leininger, Amanda M Simanek, Aparna Kumar, Sandra S Albrecht, Jennifer Beam Dowd, Malia Jones, Alison M Buttenheim
College of Nursing Faculty Papers & Presentations
BACKGROUND: The COVID-19 pandemic was accompanied by an "infodemic"-an overwhelming excess of accurate, inaccurate, and uncertain information. The social media-based science communication campaign Dear Pandemic was established to address the COVID-19 infodemic, in part by soliciting submissions from readers to an online question box. Our study characterized the information needs of Dear Pandemic's readers by identifying themes and longitudinal trends among question box submissions.
METHODS: We conducted a retrospective analysis of questions submitted from August 24, 2020, to August 24, 2021. We used Latent Dirichlet Allocation topic modeling to identify 25 topics among the submissions, then used thematic analysis to …
Perioperative Outcomes Of Patients With Bleeding Disorders Undergoing Major Surgery At An Academic Hemophilia Treatment Center, Ruben Rhoades, Zachary French, Amy Yang, Karen Walsh, Douglass A. Drelich, Steven E. Mckenzie
Perioperative Outcomes Of Patients With Bleeding Disorders Undergoing Major Surgery At An Academic Hemophilia Treatment Center, Ruben Rhoades, Zachary French, Amy Yang, Karen Walsh, Douglass A. Drelich, Steven E. Mckenzie
Department of Medicine Faculty Papers
Persons with bleeding disorders (PwBD) are at high risk for bleeding with invasive procedures. However, the risk of bleeding in PwBD undergoing major surgery and outcomes of patients managed perioperatively at a hemophilia treatment center (HTC) are not well described. We performed a retrospective review of surgical outcomes among PwBD undergoing major surgery between January 1st, 2017 and December 31st, 2019 at the Cardeza Foundation Hemophilia and Thrombosis Center in Philadelphia, PA. The primary outcome was postoperative bleeding, assessed according to the ISTH-SSC's 2010 definition. Secondary outcomes included use of unplanned postoperative hemostatic therapy, LOS, and 30-day readmission rate. Results …