Validation Log
2025-12-15 02:43:30.578361
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006050/mwtab/json
Study ID:      ST003686
Analysis ID:   AN006050
File format:   json
Status: Contains Validation Issues
Number of Issues: 7

Number of Warnings: 4

Number of Value Errors: 7

Number of Consistency Errors: 0

Number of Format Errors: 0

Issue Log:
Error: The value, "Male and female", 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 value, "Programmed flow rate, see gradient", in ["CHROMATOGRAPHY"]["FLOW_RATE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required.
Error: The value, "45", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] 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 "m/z" column at position 3 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 "KEGG ID" column at position 2 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 "KEGG ID" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_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:
72     HMDB0000201
73     HMDB0000824
74     HMDB0013124
75     HMDB0002013
76     HMDB0000378
77     HMDB0000688
78       HMDB02366
79     HMDB0000705
80     HMDB0013161
81     HMDB0061633
82     HMDB0000791
83     HMDB0013324
84     HMDB0061634
85     HMDB0013288
86     HMDB0000651
87     HMDB0061636
88     HMDB0002250
89     HMDB0013326
90     HMDB0061638
91     HMDB0005066
92     HMDB0062588
93     HMDB0013330
94     HMDB0061640
95     HMDB0062517
96     HMDB0000222
97     HMDB0006317
98     HMDB0013334
99     HMDB0013333
100    HMDB0061642
101    HMDB0006210
102    HMDB0000848
103    HMDB0013338
104    HMDB0006469
105    HMDB0006319
106    HMDB0006463
107    HMDB0006510
Warning: The "RT (min)" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_time". 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.