This repository hosts the diagnostic-code condition mappings used by A3.AI to produce the datasets on which The Economist's covid-19 risk estimator was trained. For more information on these diagnostics codes, and process by which they were selected, please contact A3.AI.
We have additionally included the scripts we used to train these models to provide transparency on our methods. For access to the data itself, please contact covid19researchdatabase.org.
To learn more about this process and what the models and data suggests, please see our methodology and accompanying article. To explore the models yourself, visit our interactive.
The Economist thanks the Covid-19 Research Database and A3.AI's Covid-19 Project Team: Chongrong Ji, Mahesh Shukla, MD, DrPH; David Patton, PhD; James Scott; Xue Yang, MD, PhD; Antonio Linari; Premdutt Gaur; Xinguo Zhang, PhD; Vance Degen and Greg Ewing, JD.