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Summary of Significant Accounting Policies - Property and Equipment (Details)
12 Months Ended
Dec. 31, 2017
Computer equipment  
Property and equipment  
Useful life 3 years
Software  
Property and equipment  
Useful life 3 years
Lab equipment and furniture | Minimum  
Property and equipment  
Useful life 5 years
Lab equipment and furniture | Maximum  
Property and equipment  
Useful life 10 years