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Stock-Based Compensation - Schedule of activity for service-based stock options (Details) - USD ($)
$ / shares in Units, $ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Options      
Outstanding at the beginning of the period (in shares) 4,790,683    
Granted (in shares) 2,033,760    
Exercised (in shares) (1,197,016)    
Expired (in shares) (36,561)    
Forfeited (in shares) (537,916)    
Outstanding at the end of the period (in shares) 5,052,950 4,790,683  
Exercisable at the end of the period (in shares) 2,385,824    
Weighted Average Exercise Price      
Outstanding at the beginning of the period (in dollars per share) $ 5.85    
Granted (in dollars per share) 17.51    
Exercised (in dollars per share) 3.64    
Expired (in dollars per share) 26.16    
Forfeited (in dollars per share) 11.26    
Outstanding at the end of the period (in dollars per share) 10.35 $ 5.85  
Exercisable at the end of the period (in dollars per share) $ 7.49    
Weighted Average Remaining Contractual Term      
Outstanding 7 years 8 months 12 days 7 years 8 months 12 days  
Exercisable at end of period 6 years 6 months    
Aggregate Intrinsic Value      
Outstanding $ 37,974 $ 11,407  
Exercised 12,400 $ 10,300 $ 700
Exercisable at end of period $ 25,113    
Service-based stock options      
Options      
Granted (in shares) 2,033,760