Inclusion Criteria:  Aged 18 or older Current Geisinger patient at the time of study Falls in the top 10% of patients at highest risk, as identified by the flu-complication risk scores of machine learning algorithm (which operates on coded EHR data)  Exclusion Criteria:  Has contraindications for flu vaccination Has opted out of receiving communications from Geisinger via all of the modalities being tested