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Income Taxes - Schedule of Reconciliation of Statutory Tax Rate to Effective Tax Rate (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Reconciliation of effective income tax rate      
Statutory tax rate (as a percent) 12.50% 12.50% 12.50%
Income tax provision at statutory rate $ (24,632) $ (15,871) $ (17,909)
Change in valuation allowance 19,882 28,371 26,771
In-process R&D 10,824    
Share-based compensation 6,287 1,163 (1,205)
Foreign rate differential 5,390 5,405 (682)
U.S. state income taxes, net of U.S. federal benefit 1,051 1,732 (558)
Foreign derived intangible income (3,450)    
Intercompany amounts (1,125) (751) (5,041)
R&D credit (8,846) (7,698) (9,326)
Federal tax law change (8,111)    
Federal tax law change     21,453
Irish rate differential (146) (2,350) (2,675)
Impairment on equity method investment     1,662
Other permanent items 2,440 2,343 2,181
Total tax (benefit) provision $ (436) $ 12,344 $ 14,671
Effective tax rate (as a percent) 0.20% (9.70%) (10.20%)