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Share-based Compensation - Summary of Activity Related to Stock Option Grants (Details) - $ / shares
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Disclosure Of Compensation Related Costs Sharebased Payments [Abstract]    
Shares, Outstanding beginning balance 2,071,616 2,025,376
Shares, Granted 1,646,054 68,982
Shares, Exercised (3,778)  
Shares, Forfeited (175,946) (22,742)
Shares, Outstanding ending balance 3,537,946 2,071,616
Shares, Vested and exercisable 2,014,887  
Shares, Vested and expected to vest 3,537,946  
Weighted average exercise price per share, Outstanding beginning balance $ 2.17 $ 2.12
Weighted average exercise price per share, Granted 8.88 4.39
Weighted average exercise price per share, Exercised 2.60  
Weighted average exercise price per share, Forfeited 4.50 4.40
Weighted average exercise price per share, Outstanding ending balance 5.17 $ 2.17
Weighted average exercise price per share, Vested and exercisable 2.63  
Weighted average exercise price per share, Vested and expected to vest $ 5.17  
Weighted average remaining contractual life, Outstanding 7 years 3 months 18 days  
Weighted average remaining contractual life, Vested and exercisable 5 years 10 months 24 days  
Weighted average remaining contractual life, Vested and expected to vest 7 years 3 months 18 days