Stock-Based Compensation - Compensation expense (Details) - USD ($)
$ in Thousands
1 Months Ended 12 Months Ended
Oct. 31, 2017
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2018
Stock-based compensation expense          
Stock-based compensation expense $ 1,000 $ 27,528 $ 17,903 $ 147  
Research and development expenses          
Stock-based compensation expense          
Stock-based compensation expense   3,787 1,756 107  
General and administrative expenses          
Stock-based compensation expense          
Stock-based compensation expense   $ 23,741 $ 16,147 $ 40  
Employees, directors and non-employees          
Stock-based compensation expense          
Unrecognized compensation cost         $ 89,600
Unrecognized compensation cost expected to be recognized over a weighted average period   2 years 8 months 12 days      
Chairman          
Stock-based compensation expense          
Issuance of common stock for one‑time bonus payment (in shares) 213,439        
Stock options.          
Stock-based compensation expense          
Stock-based compensation expense   $ 2,200      
Shares issued         232,500
Purchase of an aggregate   10,405,323      
Stock options. | Performance-based vesting          
Stock-based compensation expense          
Purchase of an aggregate   447,000      
Restricted Common Stock          
Stock-based compensation expense          
Stock-based compensation expense   $ 7,300      
Shares issued   5,227,014 5,227,014   1,559,401
Unvested restricted common stock beginning of period   5,227,014