Validation Log 2025-12-14 23:14:17.895804 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002324/mwtab/json Study ID: ST001393 Analysis ID: AN002324 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:16708 1 CHEBI:16680 2 CHEBI:15414 3 CHEBI:16977 4 CHEBI:16865 5 CHEBI:15682 6 CHEBI:17196 7 CHEBI:17053 8 CHEBI:17126 9 CHEBI:28681 10 CHEBI:16349 11 CHEBI:16919 13 CHEBI:17482 14 CHEBI:16283 15 CHEBI:17562 16 CHEBI:17724 17 CHEBI:82766 18 CHEBI:16856 19 CHEBI:17858 20 CHEBI:16235 21 CHEBI:16750 22 CHEBI:15971 23 CHEBI:15699 24 CHEBI:49432 25 CHEBI:16668 26 CHEBI:17191 27 CHEBI:15603 28 CHEBI:18019 29 CHEBI:16811 30 CHEBI:17016 31 CHEBI:17752 33 CHEBI:15729 34 CHEBI:28747 35 CHEBI:15611 36 CHEBI:17115 37 CHEBI:16857 38 CHEBI:18095 39 CHEBI:18123 40 CHEBI:17895 41 CHEBI:16414 42 CHEBI:15940