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Income taxes - Effective income tax reconciliation (Details)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Operating Loss Carryforwards [Line Items]      
U.S. federal statutory income tax rate (21.00%) (21.00%) (35.00%)
Foreign tax rate differential (4.00%) (4.00%) 10.00%
Not taxable government grants (5.40%) (7.50%) (3.00%)
Stock-based compensation (0.30%) (4.60%) (3.50%)
Other (0.30%) (0.50%)  
Change in deferred tax asset valuation allowance 31.00% 37.50% 31.50%
Effective income tax rate 0.00% (0.10%) 0.00%
Austria      
Operating Loss Carryforwards [Line Items]      
U.S. federal statutory income tax rate (25.00%)