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Share-based compensation - Share options (Details) - USD ($)
1 Months Ended 12 Months Ended
Jun. 30, 2020
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Additional Information        
Total share-based compensation expense   $ 6,514,000 $ 3,083,000 $ 1,023,000
Ordinary Shares        
Number of Shares        
Exercised   (79,158) (85,839) (9,361)
Stock option        
Number of Shares        
Outstanding number of shares at beginning   2,634,346    
Granted   1,370,984    
Exercised   (79,158)    
Forfeited   (189,509)    
Outstanding number of shares at end 3,654,012 3,736,663 2,634,346  
Number of shares, vested and expected to vest   3,736,663    
Number of shares, options exercisable   1,518,721    
Weighted Average Exercise Price        
Weighted average exercise price at beginning   $ 9.57    
Granted   12.00    
Exercised   3.42    
Forfeited   11.10    
Weighted average exercise price at ending   10.51 $ 9.57  
Weighted average exercise price, vested and expected to vest   10.51    
Weighted average exercise price, options exercisable   $ 8.81    
Weighted Average Contractual Term        
Weighted average contractual term, outstanding   8 years 6 months 15 days 9 years 15 days  
Weighted average contractual term, vested and expected to vest   8 years 6 months 15 days    
Weighted average contractual term ,options exercisable   7 years 10 months 24 days    
Aggregate Intrinsic Value        
Aggregate intrinsic value outstanding   $ 27,553,000 $ 6,107,000  
Granted   $ 7.87 $ 6.07 $ 3.73
Exercised   $ 1,300,000 $ 600,000 $ 23,000
Aggregate intrinsic value, vested and expected to vest   27,553,000    
Aggregate intrinsic value, options exercisable   $ 13,729,000    
Additional Information        
Granted   $ 7.87 $ 6.07 $ 3.73
Total share-based compensation expense   $ 6,500,000 $ 2,700,000 $ 800,000
Exercised   1,300,000 600,000 $ 23,000
Performance based option        
Number of Shares        
Granted       70,875
Additional Information        
Total share-based compensation expense   $ 100,000 $ 100,000 $ 700,000
Performance based option | Ordinary Shares | First anniversary        
Additional Information        
Vesting Percentage       20.00%
Performance based option | Ordinary Shares | 36 equal monthly installments        
Additional Information        
Vesting Percentage     60.00%  
Number of equal monthly installments for vesting remaining awards       36 months
Performance based option | Ordinary Shares | Earlier of the fourth anniversary        
Additional Information        
Vesting Percentage       20.00%