{"id":"https://openalex.org/W4391229657","doi":"https://doi.org/10.3233/shti230946","title":"How to Assess FAIRness of Your Data \u2013 A Summary of Testing Two FAIR Validators","display_name":"How to Assess FAIRness of Your Data \u2013 A Summary of Testing Two FAIR Validators","publication_year":2024,"publication_date":"2024-01-25","ids":{"openalex":"https://openalex.org/W4391229657","doi":"https://doi.org/10.3233/shti230946","pmid":"https://pubmed.ncbi.nlm.nih.gov/38269784"},"language":"en","primary_location":{"id":"doi:10.3233/shti230946","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230946","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230946","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230946","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042996842","display_name":"Caroline Stellmach","orcid":"https://orcid.org/0000-0001-6798-8533"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Caroline Stellmach","raw_affiliation_strings":["Berlin Institute of Health at Charit\u00e9\u00a0\u2013 Universit\u00e4tsmedizin Berlin"],"raw_orcid":"https://orcid.org/0000-0001-6798-8533","affiliations":[{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9\u00a0\u2013 Universit\u00e4tsmedizin Berlin","institution_ids":["https://openalex.org/I4210139777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056855893","display_name":"Michael Rusongoza Muzoora","orcid":"https://orcid.org/0000-0002-1384-1509"},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Rusongoza Muzoora","raw_affiliation_strings":["Berlin Institute of Health at Charit\u00e9\u00a0\u2013 Universit\u00e4tsmedizin Berlin"],"raw_orcid":"https://orcid.org/0000-0002-1384-1509","affiliations":[{"raw_affiliation_string":"Berlin Institute of Health at Charit\u00e9\u00a0\u2013 Universit\u00e4tsmedizin Berlin","institution_ids":["https://openalex.org/I4210139777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056855893"],"corresponding_institution_ids":["https://openalex.org/I4210139777"],"apc_list":null,"apc_paid":null,"fwci":3.0282,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90673327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"310","issue":null,"first_page":"154","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9901999831199646,"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"}},"topics":[{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9901999831199646,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9789999723434448,"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/T11719","display_name":"Data Quality and Management","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/json","display_name":"JSON","score":0.9484047889709473},{"id":"https://openalex.org/keywords/validator","display_name":"Validator","score":0.8469516634941101},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7515395283699036},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.7145068645477295},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6323169469833374},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4242861866950989},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4194568395614624},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10028472542762756}],"concepts":[{"id":"https://openalex.org/C2780416260","wikidata":"https://www.wikidata.org/wiki/Q2063","display_name":"JSON","level":2,"score":0.9484047889709473},{"id":"https://openalex.org/C35292069","wikidata":"https://www.wikidata.org/wiki/Q1575458","display_name":"Validator","level":2,"score":0.8469516634941101},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7515395283699036},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.7145068645477295},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6323169469833374},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4242861866950989},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4194568395614624},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10028472542762756}],"mesh":[{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011996","descriptor_name":"Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti230946","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230946","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230946","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:38269784","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38269784","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti230946","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230946","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230946","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391229657.pdf"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2302501749","https://openalex.org/W3212760429","https://openalex.org/W4282918066","https://openalex.org/W6968740900"],"related_works":["https://openalex.org/W4318683744","https://openalex.org/W2753132265","https://openalex.org/W4234766820","https://openalex.org/W2910132097","https://openalex.org/W4321232174","https://openalex.org/W3117520771","https://openalex.org/W2482048793","https://openalex.org/W4388027365","https://openalex.org/W3113257914","https://openalex.org/W3088950643"],"abstract_inverted_index":{"Decision-making":[0],"in":[1,18,63,144],"healthcare":[2],"is":[3,9],"heavily":[4,21],"reliant":[5],"on":[6,23],"data":[7,25,41,76],"that":[8],"findable,":[10],"accessible,":[11],"interoperable":[12],"and":[13,87],"reusable":[14],"(FAIR).":[15],"Evolving":[16],"advancements":[17],"genomics":[19],"also":[20],"rely":[22],"FAIR":[24,52,70,92,114,122,135],"to":[26,67,120,141],"steer":[27],"reliable":[28],"research":[29,149],"for":[30,94],"the":[31,57,69,95,100,108,145],"future.":[32],"For":[33],"practical":[34],"purposes,":[35],"ensuring":[36],"FAIRness":[37],"of":[38,59,72,124,147],"a":[39,104,125],"clinical":[40],"set":[42],"can":[43],"be":[44,48],"challenging":[45],"but":[46],"could":[47],"aided":[49],"by":[50,113],"using":[51],"validators.":[53],"The":[54,84],"study":[55],"describes":[56],"test":[58],"two":[60],"open-access":[61],"web-tools":[62],"their":[64,131,148],"demo":[65],"versions":[66],"determine":[68,121],"levels":[71,123],"three":[73,96],"submitted":[74,97],"genomic":[75],"files":[77],"with":[78],"different":[79],"formats":[80],"(JSON,":[81],"TXT,":[82],"CSV).":[83],"F-UJI":[85,101],"tool":[86,102,117],"FAIR-Checker":[88,109],"tools":[89,137],"provided":[90],"similar":[91],"scores":[93,111],"files.":[98],"However,":[99],"assigned":[103],"total":[105],"rating":[106],"whereas":[107],"gave":[110],"clustered":[112],"principles.":[115],"Neither":[116],"was":[118],"suited":[119],"FHIR\u00ae":[126],"JSON":[127],"metadata":[128],"file.":[129],"Despite":[130],"early":[132],"developmental":[133],"status,":[134],"validator":[136],"have":[138],"great":[139],"potential":[140],"assist":[142],"clinicians":[143],"FAIRification":[146],"data.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}