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Income Taxes - Effective Income Tax Rate (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Effective income tax rate reconciliation      
Tax benefit at U.S. federal statutory rate $ (50,788) $ (42,471) $ (17,629)
Stock based compensation   (68) (47)
Other nondeductible expenses 5 1 14
State income taxes benefit before valuation allowance, net of federal benefit (19,622) (16,580) (6,613)
Increase in domestic valuation allowance 79,258 66,593 26,843
Research and development credit (9,002) (7,472) (2,636)
Other adjustments 149 (3) 68
Income tax expense (benefit) $ 0 $ 0