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Stock-Based Compensation - Additional Information (Details) - USD ($)
$ in Millions
3 Months Ended
Mar. 31, 2020
Jan. 01, 2020
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Unrecognized stock-based compensation expense, outstanding stock options $ 20.3  
Stock options    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Estimated remaining weighted average period 1 year 10 months 24 days  
Restricted shares    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Estimated remaining weighted average period 9 months 18 days  
Unrecognized stock-based compensation expense, unvested restricted stock or RSUs $ 1.3  
Restricted stock units    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Estimated remaining weighted average period 3 years 4 months 24 days  
Unrecognized stock-based compensation expense, unvested restricted stock or RSUs $ 134.5  
2018 Equity Incentive Plan    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Common stock reserved for issuance (in shares)   4,929,361
Shares available for grant (in shares) 17,555,416