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Income Taxes - Reconciliation of Expected Income Tax Benefit (Expense) Computed Using Federal Statutory Income Tax Rate (Details)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Income Tax Disclosure [Abstract]      
Income tax benefit computed at federal statutory tax rate 21.00% 21.00% 35.00%
State taxes, net of federal benefit 2.80% 0.80% 4.00%
Change in valuation allowance (27.20%) (28.40%) (19.40%)
General business credits and other credits 5.00% 5.70% 10.40%
Permanent differences and other adjustments (1.30%) (0.70%) 0.00%
Incentive stock options (0.60%) 2.20% 0.30%
Foreign rate differential 0.30% (0.60%) (1.60%)
Impact of federal rate change 0.00% 0.00% (28.70%)
Total 0.00% 0.00% 0.00%