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Stock-Based Awards - Classification of Stock-Based Compensation Expense (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Total stock-based compensation $ 46,078 $ 37,137 $ 20,410
Research and development      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Total stock-based compensation 20,698 17,443 7,934
Selling, general, and administrative      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Total stock-based compensation 25,380 19,694 12,476
Stock options      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Total stock-based compensation 36,263 29,925 19,328
Time-based restricted stock units      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Total stock-based compensation 9,047 4,424 1,082
Performance-based restricted stock units      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Total stock-based compensation 0 1,907 0
Employee stock purchase plan      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Total stock-based compensation $ 768 $ 881 $ 0