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Income Taxes - Reconciliation of Income Tax (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Reconciliation of federal statutory income tax provision to actual provision      
Benefit at federal statutory tax rate $ (36,967) $ (29,941) $ (7,137)
State taxes, net of federal benefit (11,720) (4,713) (1,108)
Share-based compensation (613) 1,370 5,148
Tax credits (2,321) (2,733) (4,120)
Other 3 492 272
Change in valuation allowance 51,618 (17,817) 6,945
Federal statutory rate change 0 53,342 0
Income tax provision $ 0 $ 0 $ 0