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Stock-Based Compensation - Employee Expense (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Share-Based Compensation Arrangement by Share-Based Payment Award [Line Items]      
Total employee, director and non-employee stock-based compensation expense $ 48,913 $ 36,975 $ 31,619
Stock options      
Share-Based Compensation Arrangement by Share-Based Payment Award [Line Items]      
Total employee, director and non-employee stock-based compensation expense 29,758 27,909 26,045
ESPP      
Share-Based Compensation Arrangement by Share-Based Payment Award [Line Items]      
Total employee, director and non-employee stock-based compensation expense 1,174 992 804
RSUs      
Share-Based Compensation Arrangement by Share-Based Payment Award [Line Items]      
Total employee, director and non-employee stock-based compensation expense 17,981 8,074 4,770
General and administrative      
Share-Based Compensation Arrangement by Share-Based Payment Award [Line Items]      
Total employee, director and non-employee stock-based compensation expense 17,281 12,813 10,769
Research and development      
Share-Based Compensation Arrangement by Share-Based Payment Award [Line Items]      
Total employee, director and non-employee stock-based compensation expense $ 31,632 $ 24,162 $ 20,850