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Net Loss per Share - Antidilutive Securities (Details) - shares
6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Potentially dilutive securities have been excluded from diluted net loss per share calculations    
Anti-dilutive securities (in shares) 7,588,812 6,936,015
Employee stock options    
Potentially dilutive securities have been excluded from diluted net loss per share calculations    
Anti-dilutive securities (in shares) 4,537,986 3,780,445
Common stock warrants    
Potentially dilutive securities have been excluded from diluted net loss per share calculations    
Anti-dilutive securities (in shares) 2,750,000 2,750,000
Restricted stock units    
Potentially dilutive securities have been excluded from diluted net loss per share calculations    
Anti-dilutive securities (in shares) 262,608 368,571
ESPP rights    
Potentially dilutive securities have been excluded from diluted net loss per share calculations    
Anti-dilutive securities (in shares) 38,218 36,999