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Income Taxes - Schedule of Reconciliation of Federal Statutory Income Tax Rate (Details)
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Income Tax Disclosure [Abstract]      
Federal statutory tax (as a percent) 21.00% 21.00% 21.00%
State tax, net of federal benefit (as a percent) 6.39% 4.71% 0.52%
Valuation allowance (as a percent) (22.43%) (24.60%) (15.27%)
Convertible preferred stock tranche liabilities (as a percent) 0.00% 0.00% (5.75%)
Stock-based compensation (as a percent) (5.92%) (1.77%) (1.69%)
Tax credits (as a percent) 0.99% 0.95% 1.24%
Other (as a percent) (0.03%) (0.29%) (0.05%)
Effective income tax rate (as a percent) (0.00%) (0.00%) (0.00%)