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Summary of Significant Accounting Policies - Useful Life (Details)
12 Months Ended
Dec. 31, 2018
Computer equipment and software  
Property, Plant and Equipment [Line Items]  
Property and equipment, useful life (years) 3 years
Laboratory equipment  
Property, Plant and Equipment [Line Items]  
Property and equipment, useful life (years) 6 years
Furniture and fixtures  
Property, Plant and Equipment [Line Items]  
Property and equipment, useful life (years) 10 years