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Net Loss per Share - Anti-dilution (Details) - shares
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Potential common shares excluded from the calculation of diluted net loss per share attributable to common stockholders 6,150,607 4,942,173
Options to purchase common stock    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Potential common shares excluded from the calculation of diluted net loss per share attributable to common stockholders 4,182,584 4,346,910
Restricted stock unit awards    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Potential common shares excluded from the calculation of diluted net loss per share attributable to common stockholders 1,968,023 595,263