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Summary of Significant Accounting Policies - Collaboration and Service Arrangements (Details) - USD ($)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]    
Research and Development Expense $ 54,726,000 $ 32,513,000
Research collaboration agreement | Genome Institute Of Singapore    
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]    
Research and Development Expense $ 36,000 $ 522,000