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Stock-Based Compensation - Summary of Time Based and Performance-Based Stock Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2021
Mar. 31, 2020
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Total stock compensation expense $ 14,679 $ 19,307
Research and development    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Total stock compensation expense 6,808 11,516
General and administrative    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Total stock compensation expense $ 7,871 $ 7,791