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Income Taxes - Effective Income Tax Reconciliation (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Effective Income Tax Rate Reconciliation, Amount      
Expected tax at 21% $ (49,892) $ (34,941) $ (24,802)
State income tax, net of federal tax (4,222) (931) 273
Research credits (12,558) (6,938) (4,025)
Share-based compensation 1,245 (3,307) (1,718)
Other (2,799) 939 146
Section 162(m) limitations 3,950 3,982 2,956
Change in valuation allowance 63,807 40,899 27,614
Total provision for income taxes: $ (469) $ (297) $ 444
Effective Income Tax Rate Reconciliation, Percent      
Expected tax at 21% 21.00% 21.00% 21.00%
State income tax, net of federal tax 1.80% 0.60% (0.30%)
Research credits 5.30% 4.20% 3.40%
Share-based compensation (0.50%) 2.00% 1.50%
Other 1.20% (0.60%) (0.10%)
Section 162(m) limitations (0.017) (0.024) (0.025)
Change in valuation allowance (26.90%) (24.60%) (23.40%)
Provision for income taxes 0.20% 0.20% (0.40%)