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Share-Based Compensation - Summary of Stock Option Activity (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2020
Dec. 31, 2019
Number of Options    
Outstanding, Beginning Balance 1,320,243  
Granted 439,800  
Exercised (4,876)  
Cancelled (40,482)  
Outstanding, Ending Balance 1,714,685 1,320,243
Exercisable as of March 31, 2020 299,571  
Weighted Average Exercise Price    
Weighted Average Exercise Price Outstanding, Beginning Balance $ 3.34  
Weighted Average Exercise Price, Granted 31.66  
Weighted Average Exercise Price, Exercised 1.93  
Weighted Average Exercise Price, Cancelled 2.87  
Weighted Average Exercise Price Outstanding, Ending Balance 10.62 $ 3.34
Weighted Average Exercise Price, Exercisable as of March 31, 2020 $ 2.00  
Weighted Average Remaining Contractual Term (In years)    
Weighted Average Remaining Contractual Term (In years), Outstanding 9 years 2 months 15 days 9 years 2 months 23 days
Weighted Average Remaining Contractual Term (In years), Exercisable as of March 31, 2020 8 years 8 months 8 days  
Aggregate Intrinsic Value    
Aggregate Intrinsic Value Outstanding $ 28,115 $ 30,353
Aggregate Intrinsic Value, Exercisable as of March 31, 2020 $ 6,850