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Stock Incentive Plans - Summary of Option Activity under Plans (Details) - USD ($)
6 Months Ended 12 Months Ended
Jun. 30, 2018
Dec. 31, 2017
Share-based Compensation Arrangement by Share-based Payment Award, Options, Outstanding [Roll Forward]    
Number of Options, Outstanding at Beginning Balance 1,971,711  
Number of Options, Granted 793,287  
Number of Options, Exercised (53,884)  
Number of Options, Cancelled/Forfeited (69,314)  
Number of Options, Outstanding at Ending Balance 2,641,800 1,971,711
Number of Options, Exercisable at June 30, 2018 454,799  
Number of Options, Expected to vest at June 30, 2018 2,187,001  
Weighted-Average Exercise Price per Share, Outstanding at Beginning Balance $ 3.61  
Weighted-Average Exercise Price per Share, Granted 15.96  
Weighted-Average Exercise Price per Share, Exercised 1.58  
Weighted-Average Exercise Price per Share, Cancelled/Forfeited 2.82  
Weighted-Average Exercise Price per Share, Outstanding at Ending Balance 7.37 $ 3.61
Weighted-Average Exercise Price per Share, Exercisable at June 30, 2018 2.45  
Weighted-Average Exercise Price per Share, Expected to vest at June 30, 2018 $ 8.97  
Weighted Average Remaining Contractual Term, Outstanding 9 years 1 month 6 days 9 years 3 months 18 days
Weighted Average Remaining Contractual Term, Exercisable at June 30, 2018 8 years 4 months 24 days  
Weighted Average Remaining Contractual Term, Expected to vest at June 30, 2018 9 years 3 months 18 days  
Aggregate Intrinsic Value, Outstanding Ending Balance $ 34,438,555 $ 5,977,162
Aggregate Intrinsic Value, Exercisable at June 30, 2018 8,163,075  
Aggregate Intrinsic Value, Expected to vest at June 30, 2018 $ 26,008,045