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Stock-Based Compensation - Summary of Time Based and Performance-Based Stock Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2021
Sep. 30, 2020
Sep. 30, 2021
Sep. 30, 2020
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock compensation expense $ 13,657 $ 11,580 $ 41,580 $ 45,684
Research and development        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock compensation expense 5,403 4,279 17,474 23,322
General and administrative        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock compensation expense $ 8,254 $ 7,301 $ 24,106 $ 22,362