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Income Taxes - Reconciliation (Details)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Effective income tax rate    
Tax effected at statutory rate 21.00% 21.00%
State taxes 7.20% 6.60%
Stock compensation (1.70%) (1.70%)
Non deductible expenses (0.40%) (0.10%)
Federal research and development credits 7.80% 5.90%
Change in valuation allowance (33.90%) (31.70%)