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Net loss per share (Details) - shares
9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Net loss per share    
Number of dilutive securities excluded in the calculation of diluted net loss per share 3,094,670 3,018,885
Common stock    
Net loss per share    
Obligation to issue warrants, in shares 93,341 93,341
Unvested restricted common stock and restricted stock units    
Net loss per share    
Number of dilutive securities excluded in the calculation of diluted net loss per share 422,336 376,949
Outstanding stock options    
Net loss per share    
Number of dilutive securities excluded in the calculation of diluted net loss per share 2,662,334 2,565,895
Warrants    
Net loss per share    
Number of dilutive securities excluded in the calculation of diluted net loss per share 10,000 76,041