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Income Taxes - Reconciliation of Effective Income Tax Rate (Details)
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Effective Income Tax Rate Reconciliation, Percent [Abstract]      
Federal statutory income tax rate (21.00%) (21.00%) (21.00%)
State taxes, net of federal benefit (12.50%) (6.30%) (6.20%)
Stock-based compensation 0.20% (0.50%) 1.00%
Research and development tax credits (5.00%) 3.20% (7.90%)
Change in deferred tax asset valuation allowance 38.10% 24.50% 33.70%
Other 0.20% 0.10% 0.40%
Effective income tax rate 0.00% 0.00% 0.00%