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Stock Incentive Plans - Summary of Option Activity under Plans (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2020
Dec. 31, 2019
Share-based Compensation Arrangement by Share-based Payment Award, Options, Outstanding [Roll Forward]    
Number of Options, Outstanding at Beginning Balance 4,843,018  
Number of Options, Granted 666,550  
Number of Options, Exercised (34,311)  
Number of Options, Cancelled/Forfeited (27,442)  
Number of Options, Outstanding at Ending Balance 5,447,815 4,843,018
Number of Options, Vested and Expected to vest at March 31, 2020 5,447,815  
Number of Options, Exercisable at March 31, 2020 1,925,388  
Weighted-Average Exercise Price per Share, Outstanding at Beginning Balance $ 14.78  
Weighted-Average Exercise Price per Share, Granted 21.40  
Weighted-Average Exercise Price per Share, Exercised 3.93  
Weighted-Average Exercise Price per Share, Cancelled/Forfeited 19.57  
Weighted-Average Exercise Price per Share, Outstanding at Ending Balance 15.63 $ 14.78
Weighted-Average Exercise Price per Share, Vested and Expected to vest at March 31, 2020 15.63  
Weighted-Average Exercise Price Per Share, Exercisable at March 31, 2020 $ 10.05  
Weighted Average Remaining Contractual Term, Outstanding 8 years 6 months 8 years 6 months
Weighted Average Remaining Contractual Term, Vested and Expected to vest at March 31, 2020 8 years 6 months  
Weighted Average Remaining Contractual Term, Exercisable at March 31, 2020 7 years 6 months  
Aggregate Intrinsic Value, Outstanding Ending Balance $ 19,541 $ 33,809
Aggregate Intrinsic Value, Vested and Expected to vest at March 31, 2020 19,541  
Aggregate Intrinsic Value, Exercisable at March 31, 2020 $ 14,249