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Summary of Significant Accounting Policies - Basic and Diluted Loss Per Common Share (Details) - shares
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Stock options      
Anti-dilutive securities      
Outstanding securities not included in the computation of diluted net loss per common share as their inclusion would be anti-dilutive (in shares) 1,461,987 1,132,618 976,777
Unvested restricted common stock      
Anti-dilutive securities      
Outstanding securities not included in the computation of diluted net loss per common share as their inclusion would be anti-dilutive (in shares)   52,063 104,127
Preferred Stock      
Anti-dilutive securities      
Outstanding securities not included in the computation of diluted net loss per common share as their inclusion would be anti-dilutive (in shares) 1,969,797 1,969,797 1,969,797