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Net Loss per Share Attributable to Common Stockholders - Additional Information (Details) - 2015 ESPP - USD ($)
6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Earnings Per Share [Line Items]    
ESPP contributions from plan participants $ 213,000 $ 130,000
Contributions converted shares under benefit plan 4,952 11,216
Percentage of stock price at the beginning of offering period 85.00% 85.00%