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Income Taxes - Reconciliation of Effective Income Tax Rate (Details)
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Effective Income Tax Rate Reconciliation, Percent [Abstract]      
Federal statutory income tax rate 21.00% 21.00% 21.00%
State taxes, net of federal benefit 5.60% 12.50% 6.30%
Stock-based compensation (1.50%) (0.20%) 0.50%
Research and development tax credits (6.70%) (5.00%) 3.20%
Change in deferred tax asset valuation allowance (31.40%) (38.10%) (24.50%)
Other (0.40%) (0.20%) (0.10%)
Effective income tax rate 0.00% 0.00% 0.00%