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Nature of the Business and Summary of Significant Accounting Policies - Summary of Potential Dilutive Securities (Details) - shares
6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Potential dilutive securities excluded from computation of diluted net loss per common share (in shares) 7,580,330 6,968,799
Unvested time-based restricted common stock units    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Potential dilutive securities excluded from computation of diluted net loss per common share (in shares) 409,955 77,000
Unvested performance-based restricted common stock units    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Potential dilutive securities excluded from computation of diluted net loss per common share (in shares) 57,000 0
Unvested employee stock purchase plan shares    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Potential dilutive securities excluded from computation of diluted net loss per common share (in shares) 39,600 0
Options to purchase common stock    
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]    
Potential dilutive securities excluded from computation of diluted net loss per common share (in shares) 7,073,775 6,891,799