Validation Log 2025-12-14 23:14:23.489744 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002326/mwtab/json Study ID: ST001393 Analysis ID: AN002326 File format: json Status: Contains Validation Issues Number of Issues: 11 Number of Warnings: 5 Number of Value Errors: 6 Number of Consistency Errors: 0 Number of Format Errors: 5 Issue Log: Error: The value, "Not applicable", in ["SUBJECT"]["GENDER"] should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required. 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 "quantitated m/z" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant". 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 "KEGGNAME" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "name". 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 ID" 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 "CHEBI" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "chebi_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 "CHEBI" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "chebi_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 0 CHEBI:32805 1 CHEBI:16027 2 CHEBI:16356 3 CHEBI:30769 4 CHEBI:17285 5 CHEBI:16238 6 CHEBI:15946 7 CHEBI:18012 8 CHEBI:33198 9 CHEBI:29042 10 CHEBI:17665 11 CHEBI:15978 12 CHEBI:17345 13 CHEBI:1157 14 CHEBI:30915 15 CHEBI:6650 17 CHEBI:17621 18 CHEBI:17797 19 CHEBI:16119 20 CHEBI:15741 21 CHEBI:17992 22 CHEBI:50519 23 CHEBI:15891 24 CHEBI:17821 25 CHEBI:16551 26 CHEBI:16264 27 CHEBI:18066 28 CHEBI:16704