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Income Taxes - Effective Tax Rates (Details) - USD ($)
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Effective tax rates differing from U.S. federal statutory rate      
U.S. Federal taxes (benefit) at statutory rate $ (48,226,000) $ (25,794,000) $ (26,800,000)
State tax expense (10,672,000) (6,607,000) (4,468,000)
Research and development credits (3,964,000) (1,645,000) (1,164,000)
Stock-based compensation (23,791,000) (7,544,000) (3,148,000)
Mark to market fair value adjustments     865,000
Nondeductible settlement for claims     1,000
Foreign tax 55,000 1,612,000 195,000
Other nondeductible items 9,776,000 1,378,000 690,000
Change in valuation allowance 76,920,000 40,599,000 34,150,000
Provision for income taxes $ 98,000 $ 1,999,000 $ 321,000
U.S. Federal taxes (benefit) at statutory rate (as a percent) (21.00%) (21.00%) (21.00%)
State tax expense (as a percent) (4.65%) (5.38%) (3.50%)
Research and development credits (as a percent) (1.73%) (1.34%) (0.91%)
Stock-based compensation (as a percent) (10.36%) (6.14%) (2.47%)
Change in federal tax rate 0.00% 0.00% 0.00%
Mark to market fair value adjustments (as a percent) 0.00% 0.00% 0.68%
Nondeductible settlement for claims (as a percent) 0.00% 0.00% 0.00%
Foreign tax differential (as a percent) 0.02% 1.31% 0.15%
Other nondeductible items (as a percent) 4.26% 1.12% 0.54%
Change in valuation allowance (as a percent) 33.50% 33.06% 26.76%
Provision for income taxes (as a percent) 0.04% 1.63% 0.25%
Income tax expense $ 98,000 $ 1,999,000 $ 321,000
Foreign withholding tax expense   1,900,000  
Foreign income tax expense   100,000 200,000
State income tax expense 9,000 $ 40,000.00 $ 100,000
Clinical testing and software licensing      
Effective tax rates differing from U.S. federal statutory rate      
Foreign income tax expense $ 100,000