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Summary of Significant Accounting Policies - Net Loss Per Share (Details) - shares
6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Anti-dilutive securities    
Anti-dilutive securities excluded from the calculation of diluted net loss per share (in shares) 7,769,599 6,093,309
Common stock warrants    
Anti-dilutive securities    
Anti-dilutive securities excluded from the calculation of diluted net loss per share (in shares) 242,779 242,779
Restricted Stock Units    
Anti-dilutive securities    
Anti-dilutive securities excluded from the calculation of diluted net loss per share (in shares)   147,554
Common stock options    
Anti-dilutive securities    
Anti-dilutive securities excluded from the calculation of diluted net loss per share (in shares) 7,526,820 5,702,976