{"id":"https://openalex.org/W2609740230","doi":"https://doi.org/10.1016/j.jbi.2017.04.004","title":"Evaluation of a rule-based method for epidemiological document classification towards the automation of systematic reviews","display_name":"Evaluation of a rule-based method for epidemiological document classification towards the automation of systematic reviews","publication_year":2017,"publication_date":"2017-04-25","ids":{"openalex":"https://openalex.org/W2609740230","doi":"https://doi.org/10.1016/j.jbi.2017.04.004","mag":"2609740230","pmid":"https://pubmed.ncbi.nlm.nih.gov/28455150"},"language":"en","primary_location":{"id":"doi:10.1016/j.jbi.2017.04.004","doi":"https://doi.org/10.1016/j.jbi.2017.04.004","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jbi.2017.04.004","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1532046417300734/pdf","source":{"id":"https://openalex.org/S11622463","display_name":"Journal of Biomedical Informatics","issn_l":"1532-0464","issn":["1532-0464","1532-0480"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-2","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Biomedical Informatics","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.sciencedirect.com/science/article/pii/S1532046417300734/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088068293","display_name":"George Karystianis","orcid":"https://orcid.org/0000-0003-3491-361X","observed_orcids":["https://orcid.org/0000-0003-3491-361X"]},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"George Karystianis","raw_affiliation_strings":["Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia. Electronic address: george.karystianis@mq.edu.au","Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia. Electronic address: george.karystianis@mq.edu.au","institution_ids":["https://openalex.org/I99043593"]},{"raw_affiliation_string":"Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000842973","display_name":"Kristina A. Thayer","orcid":"https://orcid.org/0000-0002-3616-618X","observed_orcids":["https://orcid.org/0000-0002-3616-618X"]},"institutions":[{"id":"https://openalex.org/I4210095140","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210095140"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristina Thayer","raw_affiliation_strings":["National Toxicology Program, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Toxicology Program, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA","institution_ids":["https://openalex.org/I4210095140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110358729","display_name":"Mary S. Wolfe","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210095140","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210095140"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary Wolfe","raw_affiliation_strings":["National Toxicology Program, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Toxicology Program, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA","institution_ids":["https://openalex.org/I4210095140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057732779","display_name":"Guy Tsafnat","orcid":"https://orcid.org/0000-0003-4353-2026","observed_orcids":["https://orcid.org/0000-0003-4353-2026"]},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guy Tsafnat","raw_affiliation_strings":["Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088068293"],"corresponding_institution_ids":["https://openalex.org/I99043593"],"apc_list":{"value":3410,"currency":"USD","value_usd":3410},"apc_paid":null,"fwci":0.0658,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.09677419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"70","issue":null,"first_page":"27","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.7432000041007996,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.7432000041007996,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.155799999833107,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.05350000038743019,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/document-classification","display_name":"document classification","score":0.6470000147819519},{"id":"https://openalex.org/keywords/data-extraction","display_name":"data extraction","score":0.5680000185966492},{"id":"https://openalex.org/keywords/systematic-reviews","display_name":"systematic reviews","score":0.7490000128746033},{"id":"https://openalex.org/keywords/observational-studies","display_name":"observational studies","score":0.8080000281333923},{"id":"https://openalex.org/keywords/outcome-identification","display_name":"outcome identification","score":0.6859999895095825},{"id":"https://openalex.org/keywords/syntactic-patterns","display_name":"syntactic patterns","score":0.6150000095367432}],"concepts":[{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.780295193195343},{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.6604979038238525},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6160693168640137},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5975033044815063},{"id":"https://openalex.org/C77350462","wikidata":"https://www.wikidata.org/wiki/Q1125472","display_name":"Confounding","level":2,"score":0.5691428184509277},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.560998260974884},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5130900144577026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48154833912849426},{"id":"https://openalex.org/C148482608","wikidata":"https://www.wikidata.org/wiki/Q17007018","display_name":"Clinical study design","level":3,"score":0.4777847230434418},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.4608649015426636},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4546244442462921},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.42638877034187317},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.4091567099094391},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4020887613296509},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3743874430656433},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.2987790107727051},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.28477251529693604},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.263256311416626},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15850213170051575},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14805814623832703},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012196","descriptor_name":"Review Literature as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jbi.2017.04.004","doi":"https://doi.org/10.1016/j.jbi.2017.04.004","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jbi.2017.04.004","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1532046417300734/pdf","source":{"id":"https://openalex.org/S11622463","display_name":"Journal of Biomedical Informatics","issn_l":"1532-0464","issn":["1532-0464","1532-0480"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-2","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Biomedical Informatics","raw_type":"journal-article"},{"id":"pmid:28455150","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28455150","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,"listed_in":[],"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 biomedical informatics","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1016/j.jbi.2017.04.004","doi":"https://doi.org/10.1016/j.jbi.2017.04.004","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jbi.2017.04.004","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1532046417300734/pdf","source":{"id":"https://openalex.org/S11622463","display_name":"Journal of Biomedical Informatics","issn_l":"1532-0464","issn":["1532-0464","1532-0480"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-2","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Biomedical Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5683000087738037,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2609740230.pdf","grobid_xml":"https://content.openalex.org/works/W2609740230.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W70170493","https://openalex.org/W110607275","https://openalex.org/W126174105","https://openalex.org/W199610845","https://openalex.org/W1573942470","https://openalex.org/W1602694398","https://openalex.org/W1629765770","https://openalex.org/W1969835924","https://openalex.org/W1976541880","https://openalex.org/W2012560661","https://openalex.org/W2013114092","https://openalex.org/W2018466489","https://openalex.org/W2020959315","https://openalex.org/W2032069669","https://openalex.org/W2032570581","https://openalex.org/W2040298842","https://openalex.org/W2051689038","https://openalex.org/W2061327015","https://openalex.org/W2076424959","https://openalex.org/W2083475779","https://openalex.org/W2095601341","https://openalex.org/W2097426580","https://openalex.org/W2099369363","https://openalex.org/W2100281619","https://openalex.org/W2103397879","https://openalex.org/W2125726375","https://openalex.org/W2137475501","https://openalex.org/W2140407633","https://openalex.org/W2141555509","https://openalex.org/W2150944609","https://openalex.org/W2157412238","https://openalex.org/W2159498276","https://openalex.org/W2418933540","https://openalex.org/W2593758073","https://openalex.org/W4243002209"],"related_works":["https://openalex.org/W2157412238","https://openalex.org/W126174105","https://openalex.org/W2123283502","https://openalex.org/W6999407452","https://openalex.org/W1839136742","https://openalex.org/W854188620","https://openalex.org/W4387957194","https://openalex.org/W4405201378","https://openalex.org/W7099553565","https://openalex.org/W2991557218"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2017-05-05T00:00:00"}