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Stock-based Compensation - Summary of Recognized Stock-Based Compensation (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-based compensation $ 8,800 $ 6,642
Research and Development    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Total stock-based compensation 4,363 3,111
General and Administrative    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Total stock-based compensation $ 4,437 $ 3,531