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Stock-based Compensation - Summary of Recognized Stock-Based Compensation (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2022
Jun. 30, 2021
Jun. 30, 2022
Jun. 30, 2021
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock-based compensation $ 12,478 $ 9,078 $ 24,417 $ 17,878
Research and Development        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock-based compensation 6,744 5,051 13,370 9,488
General and Administrative        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock-based compensation $ 5,734 $ 4,027 $ 11,047 $ 8,390