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Income Taxes (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Reconciliation of federal statutory income tax to effective income tax      
Federal statutory income tax rate $ (14,795) $ (13,243) $ 15,680
State and local income taxes (4,767) (1,806) 2,818
Research and development credit (6,170) (5,554) (2,544)
Stock based compensation 444 2,709 733
Effect of the 2017 Tax Cuts and Jobs Act   19,596  
Other 414 720 1,008
Net change in valuation allowance $ 24,874 (2,885) (16,695)
Income tax provision (benefit)   $ (463) $ 1,000