{"id":"https://openalex.org/W2109880147","doi":"https://doi.org/10.1186/1758-2946-3-24","title":"Data governance in predictive toxicology: A review","display_name":"Data governance in predictive toxicology: A review","publication_year":2011,"publication_date":"2011-07-13","ids":{"openalex":"https://openalex.org/W2109880147","doi":"https://doi.org/10.1186/1758-2946-3-24","mag":"2109880147","pmid":"https://pubmed.ncbi.nlm.nih.gov/21752279"},"language":"en","primary_location":{"id":"doi:10.1186/1758-2946-3-24","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1758-2946-3-24","pdf_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/1758-2946-3-24","source":{"id":"https://openalex.org/S180838163","display_name":"Journal of Cheminformatics","issn_l":"1758-2946","issn":["1758-2946"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"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 Cheminformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/1758-2946-3-24","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068016934","display_name":"Xin Fu","orcid":"https://orcid.org/0000-0003-4015-0778"},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Xin Fu","raw_affiliation_strings":["School of Computing, Informatics and Media, Richmond Road, Bradford, BD7 1DP, UK. x.fu1@bradford.ac.uk","School of Computing, Informatics and Media, Richmond Road, Bradford, BD7 1DP, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Informatics and Media, Richmond Road, Bradford, BD7 1DP, UK. x.fu1@bradford.ac.uk","institution_ids":["https://openalex.org/I139894009"]},{"raw_affiliation_string":"School of Computing, Informatics and Media, Richmond Road, Bradford, BD7 1DP, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050583875","display_name":"Anna Wojak","orcid":null},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anna Wojak","raw_affiliation_strings":["School of Computing, Informatics and Media, Richmond Road, Bradford, BD7 1DP, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Informatics and Media, Richmond Road, Bradford, BD7 1DP, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024942144","display_name":"Daniel Neagu","orcid":"https://orcid.org/0000-0002-7038-106X"},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Neagu","raw_affiliation_strings":["School of Computing, Informatics and Media, Richmond Road, Bradford, BD7 1DP, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Informatics and Media, Richmond Road, Bradford, BD7 1DP, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111509356","display_name":"Mick Ridley","orcid":null},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mick Ridley","raw_affiliation_strings":["School of Computing, Informatics and Media, Richmond Road, Bradford, BD7 1DP, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Informatics and Media, Richmond Road, Bradford, BD7 1DP, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103442048","display_name":"Kim Z. Travis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087094","display_name":"Syngenta (United Kingdom)","ror":"https://ror.org/000bdn450","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210087094","https://openalex.org/I89199228"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kim Travis","raw_affiliation_strings":["Syngenta Ltd, Jealott's Hill International Research Centre, Bracknell, Berkshire, RG42 6EY, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Syngenta Ltd, Jealott's Hill International Research Centre, Bracknell, Berkshire, RG42 6EY, UK","institution_ids":["https://openalex.org/I4210087094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068016934"],"corresponding_institution_ids":["https://openalex.org/I139894009"],"apc_list":{"value":2190,"currency":"USD","value_usd":2190},"apc_paid":{"value":2190,"currency":"USD","value_usd":2190},"fwci":10.0846,"has_fulltext":true,"cited_by_count":62,"citation_normalized_percentile":{"value":0.97724048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"3","issue":"1","first_page":"24","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.22010000050067902,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.22010000050067902,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.09560000151395798,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13297","display_name":"History and advancements in chemistry","score":0.06650000065565109,"subfield":{"id":"https://openalex.org/subfields/1606","display_name":"Physical and Theoretical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5013422966003418},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5004966259002686},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.4414251446723938},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3225570321083069},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2414916455745697}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5013422966003418},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5004966259002686},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.4414251446723938},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3225570321083069},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2414916455745697},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1186/1758-2946-3-24","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1758-2946-3-24","pdf_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/1758-2946-3-24","source":{"id":"https://openalex.org/S180838163","display_name":"Journal of Cheminformatics","issn_l":"1758-2946","issn":["1758-2946"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"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 Cheminformatics","raw_type":"journal-article"},{"id":"pmid:21752279","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21752279","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 cheminformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:872041b6069142d7985339d71ea71cc9","is_oa":false,"landing_page_url":"https://doaj.org/article/872041b6069142d7985339d71ea71cc9","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cheminformatics, Vol 3, Iss 1, p 24 (2011)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2586237","is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC3584675","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3584675","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3584675","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Cheminform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1758-2946-3-24","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1758-2946-3-24","pdf_url":"https://jcheminf.biomedcentral.com/counter/pdf/10.1186/1758-2946-3-24","source":{"id":"https://openalex.org/S180838163","display_name":"Journal of Cheminformatics","issn_l":"1758-2946","issn":["1758-2946"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"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 Cheminformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.47999998927116394,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G8694013339","display_name":"BBSRC Industrial CASE Partnership Grant","funder_award_id":"BB/H530854/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2109880147.pdf","grobid_xml":"https://content.openalex.org/works/W2109880147.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W151062065","https://openalex.org/W1493645886","https://openalex.org/W1501573190","https://openalex.org/W1540105270","https://openalex.org/W1970197319","https://openalex.org/W1976892175","https://openalex.org/W1992673035","https://openalex.org/W1996561782","https://openalex.org/W2004429971","https://openalex.org/W2007069550","https://openalex.org/W2014854068","https://openalex.org/W2040610660","https://openalex.org/W2051385700","https://openalex.org/W2068983656","https://openalex.org/W2091359547","https://openalex.org/W2095450814","https://openalex.org/W2098303558","https://openalex.org/W2107468673","https://openalex.org/W2122025333","https://openalex.org/W2124001239","https://openalex.org/W2128245586","https://openalex.org/W2132918676","https://openalex.org/W2136640051","https://openalex.org/W2158418435","https://openalex.org/W2160785561","https://openalex.org/W2400956757","https://openalex.org/W2478717493","https://openalex.org/W2918064359","https://openalex.org/W4231056502","https://openalex.org/W4233602311"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"BACKGROUND:":[0],"Due":[1],"to":[2,69,87,97,103,228,240,276],"recent":[3],"advances":[4],"in":[5,14,57,94,119,131,233,268,291,326],"data":[6,12,24,29,33,51,92,106,110,115,121,150,160,164,166,168,174,177,193,220,235,249,258,273,283,313],"storage":[7,122],"and":[8,27,31,49,64,72,108,127,129,152,171,176,189,195,201,207,238,250,294,309],"sharing":[9],"for":[10,22,246,305],"further":[11,202,324],"processing":[13],"predictive":[15,95,148,218,247,278,292],"toxicology,":[16,293],"there":[17,83,263],"is":[18,84,285],"an":[19],"increasing":[20],"need":[21],"flexible":[23,211],"representations,":[25],"secure":[26],"consistent":[28],"curation":[30],"automated":[32],"quality":[34,107,116,137,236,308],"checking.":[35],"Toxicity":[36],"prediction":[37],"involves":[38],"multidisciplinary":[39],"data.":[40],"There":[41],"are":[42,53,260],"hundreds":[43],"of":[44,46,76,80,101,138,187,192,204,210,217,243,271,298],"collections":[45],"chemical,":[47],"biological":[48],"toxicological":[50,133],"that":[52,322],"widely":[54,146],"dispersed,":[55],"mostly":[56],"the":[58,136,182,208,241,255,269,288],"open":[59],"literature,":[60],"professional":[61],"research":[62,320],"bodies":[63],"commercial":[65],"companies.":[66],"In":[67,112,280],"order":[68],"better":[70,109,199],"manage":[71],"make":[73],"full":[74],"use":[75,203,297],"such":[77],"large":[78],"amount":[79],"toxicity":[81,312],"data,":[82],"a":[85,99,120,132,155,230,272,295,302],"trend":[86],"develop":[88],"functionalities":[89],"aiming":[90],"towards":[91],"governance":[93,161,274,284],"toxicology":[96,149,219,234,248],"formalise":[98],"set":[100],"processes":[102],"guarantee":[104],"high":[105,307],"management.":[111],"this":[113,281,327],"paper,":[114,282],"mainly":[117],"refers":[118],"sense":[123,134],"(e.g.":[124,135,185,198],"accuracy,":[125,165],"completeness":[126],"integrity)":[128],"not":[130],"experimental":[139],"results).":[140],"RESULTS:":[141],"This":[142,179,315],"paper":[143,316],"reviews":[144],"seven":[145],"used":[147],"sources":[151,221,259],"applications,":[153],"with":[154],"particular":[156],"focus":[157],"on":[158],"their":[159],"aspects,":[162],"including:":[163],"completeness,":[167],"integrity,":[169],"metadata":[170,206],"its":[172],"management,":[173],"availability":[175],"authorisation.":[178],"review":[180],"reveals":[181],"current":[183],"problems":[184],"lack":[186],"systematic":[188],"standard":[190],"measures":[191],"quality)":[194],"desirable":[196],"needs":[197],"management":[200],"captured":[205],"development":[209,242,270],"multi-level":[212],"user":[213],"access":[214],"authorisation":[215],"schemas)":[216],"development.":[222],"The":[223],"analytical":[224],"results":[225],"will":[226],"help":[227],"address":[229],"significant":[231],"gap":[232],"assessment":[237],"lead":[239],"novel":[244],"frameworks":[245],"model":[251],"governance.":[252],"CONCLUSIONS:":[253],"While":[254],"discussed":[256],"public":[257],"well":[261],"developed,":[262],"nevertheless":[264],"remain":[265],"some":[266],"gaps":[267],"framework":[275,304],"support":[277],"toxicology.":[279],"identified":[286],"as":[287],"new":[289],"challenge":[290],"good":[296],"it":[299],"may":[300],"provide":[301],"promising":[303],"developing":[306],"easy":[310],"accessible":[311],"repositories.":[314],"also":[317],"identifies":[318],"important":[319],"directions":[321],"require":[323],"investigation":[325],"area.":[328]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":4}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
