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Stock award plan - Share-based compensation expense (Details) - USD ($)
$ in Thousands
1 Months Ended 3 Months Ended 6 Months Ended
Jan. 31, 2020
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Stock option plan          
Share-based compensation expense   $ 16,910 $ 10,920 $ 32,130 $ 20,184
Research and development          
Stock option plan          
Share-based compensation expense   8,562 5,516 16,741 10,203
Selling, general and administrative          
Stock option plan          
Share-based compensation expense   $ 8,348 $ 5,404 $ 15,389 $ 9,981
Common stock          
Stock option plan          
Share-based Compensation Arrangement by Share-based Payment Award, Number of Shares Available for Grant   914,406   914,406  
Common stock | 2020 inducement stock incentive plan [Member]          
Stock option plan          
Share based Compensation Arrangement by Share based Payment Award Number of Shares Authorized Annual Increase Number 1,000,000        
Share-based Compensation Arrangement by Share-based Payment Award, Number of Shares Available for Grant   442,880   442,880