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Income taxes - Federal income tax (Details)
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Income taxes    
Federal tax benefit at statutory rate 21.00% 21.00%
State tax, net of federal benefit 5.80% 7.90%
Research and development credits 0.90% 3.80%
Permanent differences (6.80%) (0.10%)
Change in valuation allowance (20.90%) (32.60%)
Total