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Net loss per share per share - Securities excluded from the diluted per share calculation (Details) - shares
12 Months Ended
Mar. 07, 2019
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
May 28, 2019
Antidilutive securities          
Antidilutive securities (in shares)   2,727,231 13,828,271 12,116,697  
Remaining warrants exercisable   65,000     80,000
Convertible preferred shares (as converted to ordinary shares)          
Antidilutive securities          
Antidilutive securities (in shares)     11,532,659 9,641,740  
Warrants to subscribe for convertible preferred shares (as adjusted to reflect the impact of the share capital reorganization and issuance of bonus shares (Note 1))          
Antidilutive securities          
Antidilutive securities (in shares)   92,885 1,347,953 1,347,953  
Percentage of warrants exercise in conjunction with IPO 50.00%        
Percentage of warrants expire 50.00%        
Remaining warrants exercisable   65,000      
Number of ordinary shares for warrants exercise   92,885      
Restricted ordinary shares          
Antidilutive securities          
Antidilutive securities (in shares)     83,947 162,466  
Options to purchase ordinary shares          
Antidilutive securities          
Antidilutive securities (in shares)   2,634,346 863,712 964,538