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Net loss per share - Common share equivalents have been excluded from the calculation of diluted net loss per share (Details) - shares
3 Months Ended
Mar. 31, 2022
Mar. 31, 2021
Stock options    
Net loss per share    
Number of common share equivalents excluded in the calculation of diluted net loss per share 2,185,706 2,428,268
Unvested restricted stock and stock units    
Net loss per share    
Number of common share equivalents excluded in the calculation of diluted net loss per share 587,939 563,810