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Net Loss Per Share - Antidilutive securities (Details) - shares
3 Months Ended 9 Months Ended
Sep. 30, 2022
Sep. 30, 2021
Sep. 30, 2022
Sep. 30, 2021
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Anti-dilutive securities not included in the diluted net loss per share calculation 7,225,635 6,946,478 7,225,635 6,946,478
Common stock options        
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Anti-dilutive securities not included in the diluted net loss per share calculation 6,823,018 6,014,991 6,823,018 6,014,991
Unvested restricted stock units        
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Anti-dilutive securities not included in the diluted net loss per share calculation 352,620 881,490 352,620 881,490
Common stock warrants        
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Anti-dilutive securities not included in the diluted net loss per share calculation 49,997 49,997 49,997 49,997