Net Loss per Share - Basic and Diluted Net Loss Per Share (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended
Mar. 31, 2018
Mar. 31, 2017
Numerator:    
Net loss $ (20,594) $ (12,439)
Accretion of preferred stock to redemption value (40,039) (11,647)
Net loss attributable to common stockholders $ (60,633) $ (24,086)
Denominator:    
Weighted-average common shares outstanding - basic and diluted 11,264,252 10,039,592
Net loss per share attributable to common stockholders - basic and diluted $ (5.38) $ (2.40)