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Income Taxes - Reconciliation of the U.S. Federal Statutory Income Tax Rate to Effective Income Tax Rate (Details)
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Income Tax Disclosure [Abstract]      
Federal statutory rate 21.00% 21.00% 21.00%
State taxes 16.30% (0.10%) (0.30%)
Federal research tax credit 2.70% 4.10% 3.50%
Stock compensation (1.60%) (1.70%) (2.20%)
Change in valuation allowance (38.40%) (23.30%) (22.00%)
Reconciliation of effective income tax rate (0.00%) (0.00%) 0.00%