Validation Log
2026-01-11 07:49:49.549213
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN007406/mwtab/json
Study ID:      ST004427
Analysis ID:   AN007406
File format:   json
Status: Contains Validation Issues
Number of Issues: 11

Number of Warnings: 9

Number of Value Errors: 11

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, "25°C", 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 "Exact mass" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "mass". 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 "Standardized name" column at position 2 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 "REFMET_ID" column at position 14 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "refmet". 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 "REFMET_ID" column at position 14 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "refmet", 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     RM0033207
2     RM0135874
3     RM0073686
4     RM0049281
5     RM0135870
6     RM0135875
7     RM0138921
8     RM0135963
9     RM0138930
10    RM0138946
11    RM0138923
12    RM0157849
13    RM0135876
14    RM0135881
15    RM0156433
16    RM0028587
17    RM0136074
18    RM0049845
19    RM0009096
20    RM0136101
21    RM0136085
22    RM0032432
23    RM0138943
24    RM0033168
25    RM0135889
26    RM0033601
27    RM0136084
28    RM0018303
29    RM0156423
30    RM0135895
31    RM0043289
32    RM0000534
33    RM0135908
34    RM0156013
35    RM0133217
36    RM0136399
37    RM0133216
38    RM0157850
39    RM0139022
41    RM0159451
42    RM0032432
43    RM0040235
44    RM0135932
45    RM0135929
46    RM0135934
47    RM0135933
48    RM0161017
49    RM0010946
Warning: The "Super class" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Main class" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Sub class" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Pubchem CID" column at position 8 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 "LM_ID" column at position 11 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.