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Net Loss Per Share Attributable to Common Stockholders - Anti-dilutive effect (Details)
3 Months Ended
Mar. 31, 2019
shares
Antidilutive Securities  
Antidilutive securities excluded from computation of diluted net loss per share 17,612,763
Preferred Stock  
Antidilutive Securities  
Antidilutive securities excluded from computation of diluted net loss per share 15,560,569
Option to purchase common stock  
Antidilutive Securities  
Antidilutive securities excluded from computation of diluted net loss per share 2,052,194