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Income Taxes - Effective Tax Rates (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Effective tax rates differing from U.S. federal statutory rate      
U.S. Federal taxes (benefit) at statutory rate $ (114,832) $ (98,931) $ (48,226)
State tax expense (21,676) (29,206) (10,672)
Research and development credits (7,024) (9,193) (3,964)
Stock-based compensation 3,949 (46,128) (23,791)
Foreign tax 332 167 55
Other nondeductible items 1,964 344 792
Nondeductible officers' compensation 4,883 24,387 8,984
Acquisition costs 3,226 8,901  
Change in valuation allowance 130,156 150,277 76,920
Provision for income taxes $ 978 $ 618 $ 98
U.S. Federal taxes (benefit) at statutory rate (as a percent) (21.00%) (21.00%) (21.00%)
State tax expense (as a percent) (3.96%) (6.20%) (4.65%)
Research and development credits (as a percent) (1.28%) (1.95%) (1.73%)
Stock-based compensation (as a percent) 0.72% (9.80%) (10.36%)
Foreign tax differential (as a percent) 0.06% 0.04% 0.02%
Other nondeductible items (as a percent) 0.36% 0.07% 0.35%
Nondeductible officers' compensation (as a percent) 0.89% 5.18% 3.91%
Acquisition costs (as a percent) 0.59% 2.00%  
Change in valuation allowance (as a percent) 23.80% 31.90% 33.50%
Provision for income taxes (as a percent) 0.18% 0.13% 0.04%
Income tax expense $ 978 $ 618 $ 98
State income tax expense 600 300  
Clinical testing and software licensing      
Effective tax rates differing from U.S. federal statutory rate      
Foreign income tax expense $ 400 $ 300