As a result of applying the filtering pipeline to METLIN SMRT, 1544 (or about 2% from the whole dataset) entries with 5 "yellow cards" were found. The respective retention times have anomalous properties as a group which leads us to believe that a significant part of them is erroneous. Examples of molecules with potentially erroneous retention times are provided in Supplementary Materials, Table .