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Summary of Significant Accounting Policies - Net Loss Per Share (Details) - shares
6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Anti-dilutive securities    
Anti-dilutive securities excluded from the calculation of diluted net loss per share (in shares) 10,063,049 7,769,599
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) 159,795  
Common stock options    
Anti-dilutive securities    
Anti-dilutive securities excluded from the calculation of diluted net loss per share (in shares) 8,503,254 7,526,820