{"id":"https://openalex.org/W2774333084","doi":"https://doi.org/10.1515/jib-2017-0054","title":"Assessing Public Metabolomics Metadata, Towards Improving Quality","display_name":"Assessing Public Metabolomics Metadata, Towards Improving Quality","publication_year":2017,"publication_date":"2017-12-13","ids":{"openalex":"https://openalex.org/W2774333084","doi":"https://doi.org/10.1515/jib-2017-0054","mag":"2774333084","pmid":"https://pubmed.ncbi.nlm.nih.gov/29236679"},"language":"en","primary_location":{"id":"doi:10.1515/jib-2017-0054","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2017-0054","pdf_url":null,"source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1515/jib-2017-0054","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114374455","display_name":"Jo\u00e3o D. Ferreira","orcid":"https://orcid.org/0000-0002-6900-3168"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jo\u00e3o D. Ferreira","raw_affiliation_strings":["LaSIGE, Faculdade de Ci\u00eancias, Universidade de Lisboa, Lisboa, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LaSIGE, Faculdade de Ci\u00eancias, Universidade de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040090163","display_name":"Bruno In\u00e1cio","orcid":null},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bruno In\u00e1cio","raw_affiliation_strings":["LaSIGE, Faculdade de Ci\u00eancias, Universidade de Lisboa, Lisboa, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LaSIGE, Faculdade de Ci\u00eancias, Universidade de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043186761","display_name":"Reza M. Salek","orcid":"https://orcid.org/0000-0001-8604-1732"},"institutions":[{"id":"https://openalex.org/I1303153112","display_name":"European Bioinformatics Institute","ror":"https://ror.org/02catss52","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1303153112","https://openalex.org/I4210138560"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Reza M. Salek","raw_affiliation_strings":["EMBL-EBI, European Bioinformatics Institute, Hinxton, Cambridge CB10 1SDCambridge, United Kingdom of Great Britain and Northern Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EMBL-EBI, European Bioinformatics Institute, Hinxton, Cambridge CB10 1SDCambridge, United Kingdom of Great Britain and Northern Ireland","institution_ids":["https://openalex.org/I1303153112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014333753","display_name":"Francisco M. Couto","orcid":"https://orcid.org/0000-0003-0627-1496"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Francisco M. Couto","raw_affiliation_strings":["LaSIGE, Faculdade de Ci\u00eancias, Universidade de Lisboa, Lisboa, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LaSIGE, Faculdade de Ci\u00eancias, Universidade de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5114374455"],"corresponding_institution_ids":["https://openalex.org/I141596103"],"apc_list":null,"apc_paid":null,"fwci":1.0094,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.76318864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"14","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.9554400444030762},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.762043297290802},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6402568221092224},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.6367292404174805},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5789626836776733},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5235599875450134},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5176939964294434},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.5052221417427063},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.48600324988365173},{"id":"https://openalex.org/keywords/data-curation","display_name":"Data curation","score":0.47862333059310913},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4548301696777344},{"id":"https://openalex.org/keywords/geospatial-metadata","display_name":"Geospatial metadata","score":0.44599345326423645},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40031567215919495},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3312816023826599},{"id":"https://openalex.org/keywords/meta-data-services","display_name":"Meta Data Services","score":0.30052322149276733},{"id":"https://openalex.org/keywords/data-element","display_name":"Data element","score":0.2937045097351074},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10600626468658447}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.9554400444030762},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.762043297290802},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6402568221092224},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.6367292404174805},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5789626836776733},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5235599875450134},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5176939964294434},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.5052221417427063},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.48600324988365173},{"id":"https://openalex.org/C91632574","wikidata":"https://www.wikidata.org/wiki/Q15088675","display_name":"Data curation","level":2,"score":0.47862333059310913},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4548301696777344},{"id":"https://openalex.org/C193150823","wikidata":"https://www.wikidata.org/wiki/Q1477538","display_name":"Geospatial metadata","level":5,"score":0.44599345326423645},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40031567215919495},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3312816023826599},{"id":"https://openalex.org/C136976847","wikidata":"https://www.wikidata.org/wiki/Q6822297","display_name":"Meta Data Services","level":4,"score":0.30052322149276733},{"id":"https://openalex.org/C30872290","wikidata":"https://www.wikidata.org/wiki/Q1172389","display_name":"Data element","level":3,"score":0.2937045097351074},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10600626468658447},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1515/jib-2017-0054","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2017-0054","pdf_url":null,"source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},{"id":"pmid:29236679","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29236679","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of integrative bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:bbab9de28e474162b9a1555d6d6a0b48","is_oa":true,"landing_page_url":"https://doaj.org/article/bbab9de28e474162b9a1555d6d6a0b48","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Integrative Bioinformatics, Vol 14, Iss 4, Pp 67-72 (2017)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5327941","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6042808","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1515/jib-2017-0054","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2017-0054","pdf_url":null,"source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4792957629","display_name":null,"funder_award_id":"MR/L01632X/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1488755133","https://openalex.org/W1539007245","https://openalex.org/W1544923801","https://openalex.org/W1611854178","https://openalex.org/W1825120118","https://openalex.org/W1967388327","https://openalex.org/W1968993977","https://openalex.org/W1987777080","https://openalex.org/W2002242662","https://openalex.org/W2049801811","https://openalex.org/W2051923349","https://openalex.org/W2064305654","https://openalex.org/W2067833766","https://openalex.org/W2069928158","https://openalex.org/W2071105760","https://openalex.org/W2083166575","https://openalex.org/W2128831025","https://openalex.org/W2130430745","https://openalex.org/W2144981148","https://openalex.org/W2148251387","https://openalex.org/W2149617981","https://openalex.org/W2159596223","https://openalex.org/W2166046445","https://openalex.org/W2166378641","https://openalex.org/W2173728492","https://openalex.org/W2331384579","https://openalex.org/W2395682480","https://openalex.org/W2554556669","https://openalex.org/W2573032399","https://openalex.org/W2693690338","https://openalex.org/W2751515980","https://openalex.org/W2945259913","https://openalex.org/W3126135700"],"related_works":["https://openalex.org/W2374379029","https://openalex.org/W2018424284","https://openalex.org/W2357597986","https://openalex.org/W2373398412","https://openalex.org/W3120829135","https://openalex.org/W2359241271","https://openalex.org/W2381552270","https://openalex.org/W2389827836","https://openalex.org/W4251339169","https://openalex.org/W2362721804"],"abstract_inverted_index":{"Public":[0],"resources":[1,75],"need":[2],"to":[3,11,21,33,64,68,80,137],"be":[4,22,135],"appropriately":[5],"annotated":[6],"with":[7,26],"metadata":[8,55,71,97,143],"in":[9,100],"order":[10],"make":[12],"them":[13,20],"discoverable,":[14],"reproducible":[15],"and":[16,57,76,87,119],"traceable,":[17],"further":[18],"enabling":[19],"interoperable":[23],"or":[24],"integrated":[25],"other":[27],"datasets.":[28],"While":[29],"data-sharing":[30],"policies":[31],"exist":[32],"promote":[34],"the":[35,70,88,101,117,131],"annotation":[36],"process":[37],"by":[38],"data":[39,66,85,109],"owners,":[40],"these":[41,96],"guidelines":[42],"are":[43],"still":[44],"largely":[45],"ignored.":[46],"In":[47],"this":[48],"manuscript,":[49],"we":[50],"analyse":[51,95],"automatic":[52],"measures":[53,99,133],"of":[54,73,91,103,107,116,122,142],"quality,":[56],"suggest":[58,129],"their":[59,74,123],"application":[60],"as":[61],"a":[62,104,113,139],"mean":[63],"encourage":[65],"owners":[67],"increase":[69],"quality":[72,82,98],"submissions,":[77],"thereby":[78],"contributing":[79],"higher":[81],"data,":[83],"improved":[84],"sharing,":[86],"overall":[89],"accountability":[90],"scientific":[92],"publications.":[93],"We":[94],"context":[102],"real-world":[105],"repository":[106],"metabolomics":[108],"(i.e.":[110],"MetaboLights),":[111],"including":[112],"manual":[114,140],"validation":[115],"measures,":[118],"an":[120],"analysis":[121],"evolution":[124],"over":[125],"time.":[126],"Our":[127],"findings":[128],"that":[130],"proposed":[132],"can":[134],"used":[136],"mimic":[138],"assessment":[141],"quality.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
