Validation Log 2025-12-14 23:51:54.424275 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003031/mwtab/json Study ID: ST001869 Analysis ID: AN003031 File format: json Status: Contains Validation Issues Number of Issues: 11 Number of Warnings: 6 Number of Value Errors: 5 Number of Consistency Errors: 0 Number of Format Errors: 5 Issue Log: Error: The required property, "FLOW_GRADIENT", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "FLOW_RATE", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "COLUMN_TEMPERATURE", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "SOLVENT_A", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "SOLVENT_B", in ["CHROMATOGRAPHY"] is missing. Warning: The "PUBCHEM" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "pubchem_id". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "KEGG" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_id". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "CAS" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "cas_number". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "CAS" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "cas_number", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 84 26853-31-6;26853-31-6 118 71030-37-0;73837-14-6 136 542-32-5;1118-90-7 199 463-003;463-00-3 218 921-62-0;53411-70-4 246 305-72-6;328-50-7;22202-68-2 248 59-02-9;10191-41-0 270 56-41-7;107-95-9 278 55482-27-4;55482-27-4 291 474-24-9;474-25-9 303 85-61-0;18439-24-2 309 52-90-4;56-89-3 346 10-2005-9;10417-94-4 361 146-14-5;84366-81-4 364 38099-82-0;103213-44-1 386 1499-55-4;1499-55-4 402 475-31-0;863-57-0 442 573-35-3;106032-59-1 468 141-82-2;26522-22-85-0 477 70442-25-0;104872-94-8 504 997-55-7;997-55-7 562 11-58-0;111-58-0 620 50-99-7;58459-37-3 625 24346-00-7;86867-01-8;86867-0108 666 85187-10-6;85187-10-6 699 28053-08-9;63700-19-6 702 69-93-2;120K5305 Warning: The "RI" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_index". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The column "RI" was found in the ["MS_METABOLITE_DATA"]["Metabolites"] table, but this column implies that another column, "retention_index_type", should also exist, and that column was not found.