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Stock-based compensation - Summary of Stock Option Activity (Details) - USD ($)
$ / shares in Units, $ in Thousands
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Share-Based Payment Arrangement [Abstract]    
Balance as of December 31, 2021 1,688,789  
Granted 3,112,681  
Exercised 0  
Forfeited (1,492,818)  
Balance as of December 31, 2022 3,308,652 1,688,789
Exercisable and vested at December 31, 2022 493,804  
Vested and expected to vest as of December 31, 2022 3,308,652  
Balances as of December 31, 2021 $ 8.69  
Granted 0.90  
Exercised 0  
Forfeited 8.06  
Balances as of December 31, 2022 1.65 $ 8.69
Options Exercisable and vested at December 31, 2022 4.52  
Options vested and expected to vest at December 31, 2022 $ 1.65  
Options Outstanding Weighted Average Contractual Life (years) 9 years 4 months 24 days 9 years
Options Exercisable Weighted Average Contractual Life (years) 8 years 9 months 18 days  
Options Vested and Expected to Vest Weighted Average Contractual Life (years) 9 years 4 months 24 days  
Options Outstanding Intrinsic Value $ 1,651  
Options Outstanding Intrinsic Value 0 $ 1,651
Options Vested and Expected to Vest Intrinsic Value 0  
Aggregate intrinsic Value Vested and expected to vest as of December 31, 2022 $ 0