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Net Loss Per Share - Antidilutive Securities (Details) - shares
9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Diluted net loss per share attributable to common stockholders    
Antidilutive securities excluded from computation of of diluted weighted average shares outstanding 16,246,836 17,345,706
Restricted Common Stock    
Diluted net loss per share attributable to common stockholders    
Antidilutive securities excluded from computation of of diluted weighted average shares outstanding 397,252 2,644,423
Stock options    
Diluted net loss per share attributable to common stockholders    
Antidilutive securities excluded from computation of of diluted weighted average shares outstanding 15,849,584 14,701,283