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Stock-Based Compensation - Expense (Details) - Employee stock purchase plan and service-based stock options - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2022
Jun. 30, 2021
Jun. 30, 2022
Jun. 30, 2021
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total non-cash stock-based compensation expense $ 10,808 $ 10,866 $ 20,339 $ 17,885
Cost of product sales        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total non-cash stock-based compensation expense 1,035 1,287 2,153 2,199
Research and development        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total non-cash stock-based compensation expense 1,520 1,234 2,870 2,096
Selling, general and administrative        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total non-cash stock-based compensation expense $ 8,253 $ 8,345 $ 15,316 $ 13,590