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Net Loss Per Share - Antidilutive Securities Excluded from Computation of Net Loss per Share (Details) - shares
6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Securities excluded from computation of diluted net loss per share    
Anti-dilutive securities excluded from calculation of diluted net loss per share 8,705,197 6,241,321
Options to purchase common shares    
Securities excluded from computation of diluted net loss per share    
Anti-dilutive securities excluded from calculation of diluted net loss per share 8,120,648 6,019,570
Warrants to purchase common shares    
Securities excluded from computation of diluted net loss per share    
Anti-dilutive securities excluded from calculation of diluted net loss per share 106,751 221,751
Restricted stock units    
Securities excluded from computation of diluted net loss per share    
Anti-dilutive securities excluded from calculation of diluted net loss per share 477,798 0