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Summary of Significant Accounting Policies - Schedule of Earnings Per Share (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2020
Sep. 30, 2020
Jun. 30, 2020
Mar. 31, 2020
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Accounting Policies [Abstract]                      
Net loss attributable to Silk Road Medical, Inc. common stockholders                 $ (47,365) $ (52,415) $ (37,629)
Weighted average common stock outstanding used to compute net loss per share, basic and diluted (in shares)                 32,965,539 22,956,679 960,882
Net loss per share, basic and diluted (in USD per share) $ (0.49) $ (0.31) $ (0.32) $ (0.32) $ (0.27) $ (0.26) $ (0.42) $ (20.12) $ (1.44) $ (2.28) $ (39.16)