A computable phenotype for patients with SARS-CoV2 testing that occurred outside the hospital.

COVID-19 cases that had testing done outside of the hospital can be reliably detected from the text in EHRs. Training on a proxy dataset was a suitable method for developing a highly performant classifier without labor intensive labeling efforts.