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Stock-based Compensation - Summary of Recognized Stock-Based Compensation (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-based compensation $ 10,201 $ 8,030 $ 28,079 $ 21,620
Research and Development        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock-based compensation 5,414 4,058 14,902 10,631
General and Administrative        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock-based compensation $ 4,787 $ 3,972 $ 13,177 $ 10,989