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Income Taxes - Schedule of Components of Income Tax Expense (Benefit) (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Income Tax Disclosure [Abstract]      
Tax at statutory federal rate $ (42,997) $ (37,557) $ (67,145)
State tax, net of federal benefit (9,823) (6,527) (6,203)
Research and development credits (4,855) (4,775) (5,962)
Stock-based compensation expense 2,906 (2,059) 3,151
Non-deductible compensation 4,720 901  
Change in valuation allowance 49,479 50,834 3,241
Impact of the 2017 Tax Act     74,361
Other 570 (817) (1,443)
Provision for income taxes $ 0 $ 0 $ 0