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Stock-Based Compensation - Additional Information (Details) - USD ($)
$ / shares in Units, $ in Millions
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Unrecognized stock-based compensation expense, outstanding stock options $ 47.9    
Stock options vested and expected to vest (in shares) 19,200,000    
2018 Equity Incentive Plan      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Percentage of shares outstanding 5.00%    
Shares available for grant (in shares) 10,908,158    
Stock options      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Stock options, stock incentive plans, maximum term 10 years    
Estimated remaining weighted average period 3 years    
Weighted average grant date fair value (in USD per share) $ 6.84 $ 2.48 $ 2.03
Stock options | Minimum      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Stock options, stock incentive plan, vesting period 3 years    
Stock options | Maximum      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Stock options, stock incentive plan, vesting period 4 years    
Stock-based awards | 2018 Equity Incentive Plan      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Common stock reserved for issuance (in shares) 9,900,000    
Restricted shares      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Estimated remaining weighted average period 2 years    
Unrecognized stock-based compensation expense, unvested restricted stock or RSUs $ 3.4    
Restricted stock units      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Estimated remaining weighted average period 2 years 3 months 18 days    
Unrecognized stock-based compensation expense, unvested restricted stock or RSUs $ 15.7    
Restricted stock units | Minimum      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Stock options, stock incentive plan, vesting period 2 years    
Restricted stock units | Maximum      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Stock options, stock incentive plan, vesting period 4 years    
Employee stock purchase plan      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Common stock reserved for issuance (in shares) 4,000,000    
Percentage of shares outstanding 1.50%    
Shares of common stock outstanding (in shares) 8,000,000    
Estimated remaining weighted average period 1 year 8 months 12 days