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Income Taxes - Reconciliation Between Expected Income Tax Provision at Federal Statutory Rate and Reported Income Tax Benefit (Details)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Income Tax Disclosure [Abstract]      
U.S. federal statutory income tax rate 21.00% 21.00% 34.00%
Foreign tax at less than federal statutory rate (0.30%) (0.10%) (0.50%)
Effect of Tax Act     (6.8)
State taxes, net of federal benefit 2.40% 2.00% 5.00%
Research and development tax credit 2.00% 2.20% 1.00%
Acquired IPR&D   (2.90%)  
Permanent items (0.80%) (0.40%) (0.10%)
Changes in valuation allowance (24.30%) (21.40%) (19.00%)
Other (0.10%)   (0.10%)
Effective income tax rate (0.10%) 0.40% 13.50%