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Summary of Significant Accounting Policies - Net Loss Per Share (Details) - shares
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Anti-dilutive securities    
Anti-dilutive securities excluded from the calculation of diluted net loss per share (in shares) 9,913,486 7,478,962
Common stock warrants    
Anti-dilutive securities    
Anti-dilutive securities excluded from the calculation of diluted net loss per share (in shares) 1,400,000 242,779
Restricted Stock Units    
Anti-dilutive securities    
Anti-dilutive securities excluded from the calculation of diluted net loss per share (in shares) 52,651  
Common stock options    
Anti-dilutive securities    
Anti-dilutive securities excluded from the calculation of diluted net loss per share (in shares) 8,460,835 7,236,183