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Net Loss Per Share Attributable to Common Stockholders- Excluded From Calculation (Details) - shares
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
Outstanding common stock equivalents have been excluded from diluted net loss per common share    
Outstanding common stock equivalents have been excluded from diluted net loss per common share (in shares) 42,381,970 5,831,680
Options issued and outstanding    
Outstanding common stock equivalents have been excluded from diluted net loss per common share    
Outstanding common stock equivalents have been excluded from diluted net loss per common share (in shares) 2,843,754 1,043,070
Inducement options    
Outstanding common stock equivalents have been excluded from diluted net loss per common share    
Outstanding common stock equivalents have been excluded from diluted net loss per common share (in shares) 208,865  
Warrants to purchase common stock    
Outstanding common stock equivalents have been excluded from diluted net loss per common share    
Outstanding common stock equivalents have been excluded from diluted net loss per common share (in shares) 5,027,495 321,335
Restricted stock units    
Outstanding common stock equivalents have been excluded from diluted net loss per common share    
Outstanding common stock equivalents have been excluded from diluted net loss per common share (in shares) 392,904 392,923
Preferred Convertible Stock    
Outstanding common stock equivalents have been excluded from diluted net loss per common share    
Outstanding common stock equivalents have been excluded from diluted net loss per common share (in shares) 33,149,556 3,314,956
Convertible notes    
Outstanding common stock equivalents have been excluded from diluted net loss per common share    
Outstanding common stock equivalents have been excluded from diluted net loss per common share (in shares) 759,396 759,396