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Summary of Significant Accounting Policies - Potentially dilutive securities (Details) - shares
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Potentially dilutive securities    
Potentially dilutive securities excluded from computation of diluted weighted average shares 1,510,253 4,042,945
Stock Options    
Potentially dilutive securities    
Potentially dilutive securities excluded from computation of diluted weighted average shares 1,421,697 490,134
Series A    
Potentially dilutive securities    
Potentially dilutive securities excluded from computation of diluted weighted average shares   911,336
Series B    
Potentially dilutive securities    
Potentially dilutive securities excluded from computation of diluted weighted average shares   2,552,919
Series B Redeemable Convertible Preferred Stock Warrants    
Potentially dilutive securities    
Potentially dilutive securities excluded from computation of diluted weighted average shares   88,556
Common Stock Warrants    
Potentially dilutive securities    
Potentially dilutive securities excluded from computation of diluted weighted average shares 88,556