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Net Loss per Share Attributable to Common Stockholders - Summary of Potentially Dilutive Securities Excluded from Computation of Diluted Net Loss per Share (Details) - shares
3 Months Ended
Mar. 31, 2018
Mar. 31, 2017
Common stock subject to repurchase    
Antidilutive Securities Excluded From Computation Of Earnings Per Share [Line Items]    
Antidilutive securities excluded from earnings per share 51,767 298,915
Stock options to purchase common stock    
Antidilutive Securities Excluded From Computation Of Earnings Per Share [Line Items]    
Antidilutive securities excluded from earnings per share 3,793,364 3,183,304