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Income Taxes - Effective Income Tax Rate (Details)
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Reconciliation of income tax rate      
Income tax computed at federal statutory tax rate 34.00% 34.00% 34.00%
State taxes, net of federal benefit 5.90% 3.50% 2.50%
General business credit carryovers 2.50% 1.50% 0.80%
Non-deductible expenses (2.10%) (3.60%) (17.90%)
Federal tax rate reduction (24.70%)    
Change in valuation allowance (15.60%) (35.40%) (19.40%)