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Stock Incentive Plans - Summary of Option Activity under Plans (Details)
$ / shares in Units, $ in Thousands
6 Months Ended 12 Months Ended
Jun. 30, 2020
USD ($)
$ / shares
shares
Dec. 31, 2019
USD ($)
$ / shares
shares
Share-based Compensation Arrangement by Share-based Payment Award, Options, Outstanding [Roll Forward]    
Number of Options, Outstanding at Beginning Balance | shares 4,843,018  
Number of Options, Granted | shares 1,006,750  
Number of Options, Exercised | shares (37,887)  
Number of Options, Cancelled/Forfeited | shares (115,982)  
Number of Options, Outstanding at Ending Balance | shares 5,695,899 4,843,018
Number of Options, Vested and Expected to vest at March 31, 2020 | shares 5,695,899  
Number of Options, Exercisable at March 31, 2020 | shares 2,309,829  
Weighted-Average Exercise Price per Share, Outstanding at Beginning Balance | $ / shares $ 14.78  
Weighted-Average Exercise Price per Share, Granted | $ / shares 19.29  
Weighted-Average Exercise Price per Share, Exercised | $ / shares 3.96  
Weighted-Average Exercise Price per Share, Cancelled/Forfeited | $ / shares 22.86  
Weighted-Average Exercise Price per Share, Outstanding at Ending Balance | $ / shares 15.49 $ 14.78
Weighted-Average Exercise Price per Share, Vested and Expected to vest at March 31, 2020 | $ / shares 15.49  
Weighted-Average Exercise Price Per Share, Exercisable at March 31, 2020 | $ / shares $ 11.19  
Weighted Average Remaining Contractual Term, Outstanding 8 years 3 months 18 days 8 years 6 months
Weighted Average Remaining Contractual Term, Vested and Expected to vest at March 31, 2020 8 years 3 months 18 days  
Weighted Average Remaining Contractual Term, Exercisable at March 31, 2020 7 years 4 months 24 days  
Aggregate Intrinsic Value, Outstanding Ending Balance | $ $ 19,188 $ 33,809
Aggregate Intrinsic Value, Vested and Expected to vest at March 31, 2020 | $ 19,188  
Aggregate Intrinsic Value, Exercisable at March 31, 2020 | $ $ 14,800