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Significant Accounting Policies - Antidilutive Securities (Details) - shares
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Potential common stock equivalents excluded from the computation of diluted net loss per share (in shares) 9,413,016 7,690,263 9,413,016 7,690,263
Outstanding stock options        
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Potential common stock equivalents excluded from the computation of diluted net loss per share (in shares) 8,535,266 6,951,639 8,535,266 6,951,639
Stock purchase warrants        
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Potential common stock equivalents excluded from the computation of diluted net loss per share (in shares) 79,500 154,500 79,500 154,500
Non-vested restricted stock awards and performance share units        
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Potential common stock equivalents excluded from the computation of diluted net loss per share (in shares) 755,179 584,124 755,179 584,124
Non-vested restricted stock units        
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Potential common stock equivalents excluded from the computation of diluted net loss per share (in shares) 43,071 0 43,071 0