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Income Taxes - Schedule of reconciliation of income taxes computed using the U.S. federal statutory rate to that reflected in operations (Details) - USD ($)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Income Tax Disclosure [Abstract]      
Income tax benefit using U.S. federal statutory rate $ (27,918,000) $ (46,464,000) $ (86,426,000)
State income taxes, net of federal benefit (5,486,000) (6,694,000) (5,570,000)
Stock-based compensation 4,379,000 (12,000) (5,909,000)
Research and development tax credits (2,491,000) (3,743,000) (2,468,000)
Effect of federal tax law change 0 0 86,035,000
Other adjustments - ASU 2016-09 adoption 0 0 6,135,000
Change in the valuation allowance 26,918,000 49,550,000 (39,045,000)
Convertible note (128,000) (128,000) 47,016,000
Permanent items 457,000 883,000 543,000
Foreign rate differential 3,414,000 2,649,000 0
Uncertain Tax Positions 0 0 3,056,000
Other 855,000 3,959,000 (3,367,000)
Income tax expense $ 0 $ 0 $ 0