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Income Taxes - Effective Tax Rate (Details)
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Income Tax Disclosure [Abstract]      
U.S. federal statutory income tax rate (34.00%) (34.00%) (34.00%)
State taxes, net of federal tax benefit (2.62%) (1.69%) (2.93%)
Permanent and other differences (2.31%) (0.17%) 0.11%
Change in tax rates (1.02%) 0.67% (0.00%)
Tax rate differential 8.99% 8.62% 0.42%
Tax cuts and jobs act 38.46% 0.00% 0.00%
Unrecognized tax benefits 1.20% 1.09% 0.40%
Nondeductible equity and other compensation (4.31%) 1.17% 2.86%
Limitation on net operating losses due to §382 (0.00%) (0.00%) (0.00%)
Credit for increased research activities (4.42%) (3.31%) (2.67%)
Change in Valuation allowance 0.81% 28.02% 35.81%
Effective tax rate 0.78% 0.40% (0.00%)