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Stock-Based Compensation - Additional Information (Details) - USD ($)
$ / shares in Units, $ in Millions
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Jan. 01, 2019
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Unrecognized stock-based compensation expense, outstanding stock options $ 24.3      
Stock options vested and expected to vest (in shares) 12,900,000      
2018 Equity Incentive Plan        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Shares available for grant (in shares) 15,395,809      
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 2 years 1 month 6 days      
Weighted average grant date fair value (in USD per share)   $ 6.84 $ 2.48  
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)       4,656,320
Restricted shares        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Estimated remaining weighted average period 1 year      
Unrecognized stock-based compensation expense, unvested restricted stock or RSUs $ 1.7      
Restricted stock units        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Estimated remaining weighted average period 3 years 1 month 6 days      
Unrecognized stock-based compensation expense, unvested restricted stock or RSUs $ 59.4      
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)       1,396,896
Shares available for grant (in shares) 4,620,087      
Estimated remaining weighted average period 1 year 8 months 12 days