Validation Log 2025-12-15 01:40:00.895168 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN004793/mwtab/txt Study ID: ST002923 Analysis ID: AN004793 File format: txt Status: Contains Validation Issues Number of Issues: 16 Number of Warnings: 13 Number of Value Errors: 16 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "infant", for the subsection, "AGE_OR_AGE_RANGE", in the "SUBJECT" section should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['weeks', 'days', 'months', 'years']. Ignore this when more complicated descriptions are required. Error: The value, "Not applicable", for the subsection, "GENDER", in the "SUBJECT" section should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required. Error: The value, "35", for the subsection, "COLUMN_TEMPERATURE", in the "CHROMATOGRAPHY" section should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. Ignore this when more complicated descriptions are required. Warning: The "annotation" column at position 2 in the METABOLITES table, matches a standard column name, "annotations". 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 "AD_20" column at position 21 in the MS_METABOLITE_DATA table has all null values. Warning: The "AD_FA_2" column at position 33 in the MS_METABOLITE_DATA table has all null values. Warning: The "AD_FA_12" column at position 43 in the MS_METABOLITE_DATA table has all null values. Warning: The "AD_FA_13" column at position 44 in the MS_METABOLITE_DATA table has all null values. Warning: The "AD_FA_16" column at position 47 in the MS_METABOLITE_DATA table has all null values. Warning: The "AD_FA_35" column at position 66 in the MS_METABOLITE_DATA table has all null values. Warning: The "AD_FA_57" column at position 88 in the MS_METABOLITE_DATA table has all null values. Warning: The "AD_FA_66" column at position 97 in the MS_METABOLITE_DATA table has all null values. Warning: The "AD_FA_70" column at position 101 in the MS_METABOLITE_DATA table has all null values. Warning: The "Con_19" column at position 133 in the MS_METABOLITE_DATA table has all null values. Warning: The "Con_29" column at position 143 in the MS_METABOLITE_DATA table has all null values. Warning: The "Con_41" column at position 155 in the MS_METABOLITE_DATA table has all null values.