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Stock-Based Awards - Summary of Stock-based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock-based compensation $ 8,582 $ 2,188 $ 17,299 $ 6,040
Research and Development Expenses        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock-based compensation 4,181 926 8,369 1,925
General and Administrative        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Total stock-based compensation $ 4,401 $ 1,262 $ 8,930 $ 4,115