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Income taxes - Reconciliation of Income Tax Provision (Benefit) (Detail)
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Income Tax Disclosure [Abstract]      
Federal income tax expense at statutory rate 21.00% 21.00% 21.00%
State income tax, net of federal benefit 3.10% 3.70% 5.10%
Permanent differences (0.60%) (0.80%) (0.70%)
Stock-based compensation (2.40%) (0.70%) 1.60%
Research and development credit 6.00% 5.40% 6.50%
Foreign differential (4.60%) (3.70%) (4.40%)
Federal tax rate change 0 0 0.001
Other (0.30%) 0.80% (0.10%)
Change in valuation allowance (22.30%) (25.60%) (29.10%)
Effective income tax rate (expense) benefit (0.10%) 0.10% 0.00%