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Income Taxes - Schedule of Overall Effective Income Tax Rate (Details)
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Income Tax Disclosure [Abstract]      
Income tax benefit based on the federal statutory rate (as a percent) 21.00% 21.00% 21.00%
State income taxes, net of federal benefit (as a percent) 4.40% 35.70% (2.10%)
Nondeductible expenses (as a percent) 3.20% (3.20%) (3.10%)
Change in valuation allowance (as a percent) 2.40% (49.90%) (3.10%)
Stock-based compensation (as a percent) (8.60%) (23.20%) (10.50%)
Research and development tax credits (as a percent) (20.10%) 25.10% 0.00%
Effective Income Tax Rate Reconciliation, Tax Contingency, Percent (2.80%) 0.00% 0.00%
Goodwill impairment (as a percent) 0.00% (5.50%) 0.00%
Overall effective income tax rate (as a percent) (0.50%) 0.00% 2.20%