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Stock-Based Compensation - Stock option activity (Details) - Stock option - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 9 Months Ended 12 Months Ended
Sep. 30, 2022
Sep. 30, 2021
Sep. 30, 2022
Sep. 30, 2021
Dec. 31, 2021
Number of Shares          
Outstanding as at beginning of period (in shares)     4,392,836    
Granted (in shares) 0   1,885,975    
Exercised (in shares)     (161,427)    
Forfeited and cancelled (in shares)     (404,117)    
Outstanding as at end of period (in shares) 5,713,267   5,713,267   4,392,836
Vested and expected to vest as at end of period (in shares) 5,713,267   5,713,267    
Options exercisable as at end of period (in shares) 2,130,324   2,130,324    
Weighted Average Exercise Price          
Weighted average exercise price outstanding as at beginning of period (in dollars per share)     $ 11.71    
Weighted average exercise price, Granted (in dollars per share)     5.44    
Weighted average exercise price, Exercised (in dollars per share)     1.84    
Weighted average exercise price, Forfeited and cancelled (in dollars per share)     12.43    
Weighted average exercise price, Outstanding as at end of period (in dollars per share) $ 9.89   9.89   $ 11.71
Vested and expected to vest as at end of period (in dollars per share) 9.89   9.89    
Options exercisable as at end of period (in dollars per share) $ 10.79   $ 10.79    
Share-based Compensation Arrangement by Share-based Payment Award, Options, Additional Disclosures [Abstract]          
Contractual term, Outstanding (in years)     8 years 2 months 12 days   8 years 3 months 18 days
Contractual term, Vested and expected to vest (in years)     8 years 2 months 12 days    
Contractual term, Options exercisable (in years)     7 years 3 months 18 days    
Average intrinsic value, Outstanding $ 5,408   $ 5,408   $ 6,801
Average intrinsic value, Vested and expected to vest 5,408   5,408    
Average intrinsic value, Exercisable $ 2,500   $ 2,500    
Weighted-average grant-date fair value of stock options granted   $ 8.24 $ 3.86 $ 11.12