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Summary of Significant Accounting Policies - Antidilutive Securities Table (Details) - shares
12 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Summary of common shares that were excluded from the diluted net loss per share calculation because of their anti-dilutive effect      
Total 7,897,564 6,377,633 5,576,939
Options to purchase common stock      
Summary of common shares that were excluded from the diluted net loss per share calculation because of their anti-dilutive effect      
Total 6,806,183 5,862,364 4,840,514
Warrants to purchase common stock      
Summary of common shares that were excluded from the diluted net loss per share calculation because of their anti-dilutive effect      
Total 284,091 276,813 727,969
Restricted stock units      
Summary of common shares that were excluded from the diluted net loss per share calculation because of their anti-dilutive effect      
Total 798,834 230,000 0
Convertible preferred stock      
Summary of common shares that were excluded from the diluted net loss per share calculation because of their anti-dilutive effect      
Total 8,456 8,456 8,456