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Summary of Significant Accounting Policies - Schedule of Antidilutive Securities (Details) - shares
12 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Mar. 31, 2018
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Antidilutive securities (in shares) 9,377,194 6,426,241 4,836,850
Stock options      
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Antidilutive securities (in shares) 7,723,302 5,396,465 3,549,405
Restricted stock awards (unvested)      
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Antidilutive securities (in shares) 634,623 916,679 1,198,735
Restricted stock units (unvested)      
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Antidilutive securities (in shares) 645,689 39,387 15,000
Performance stock units (unvested)      
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Antidilutive securities (in shares) 299,870 0 0
Warrants      
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]      
Antidilutive securities (in shares) 73,710 73,710 73,710