{"id":"https://openalex.org/W2462398332","doi":"https://doi.org/10.1186/s13326-016-0086-9","title":"Knowledge Author: facilitating user-driven, domain content development to support clinical information extraction","display_name":"Knowledge Author: facilitating user-driven, domain content development to support clinical information extraction","publication_year":2016,"publication_date":"2016-06-23","ids":{"openalex":"https://openalex.org/W2462398332","doi":"https://doi.org/10.1186/s13326-016-0086-9","mag":"2462398332","pmid":"https://pubmed.ncbi.nlm.nih.gov/27338146"},"language":"en","primary_location":{"id":"doi:10.1186/s13326-016-0086-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13326-016-0086-9","pdf_url":"https://jbiomedsem.biomedcentral.com/track/pdf/10.1186/s13326-016-0086-9","source":{"id":"https://openalex.org/S172276550","display_name":"Journal of Biomedical Semantics","issn_l":"2041-1480","issn":["2041-1480"],"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 Biomedical Semantics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jbiomedsem.biomedcentral.com/track/pdf/10.1186/s13326-016-0086-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049053319","display_name":"William Scuba","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Scuba","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, 84108, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, 84108, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026670523","display_name":"Melissa Tharp","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melissa Tharp","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, 84108, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, 84108, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077461380","display_name":"Danielle L. Mowery","orcid":"https://orcid.org/0000-0003-3802-4457"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danielle Mowery","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, 84108, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, 84108, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012812619","display_name":"Eugene Tseytlin","orcid":null},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eugene Tseytlin","raw_affiliation_strings":["Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, 15206, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, 15206, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115602207","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0002-1053-8205"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["University of California, San Diego, CA, 92093, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, San Diego, CA, 92093, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016698200","display_name":"Frank A. Drews","orcid":"https://orcid.org/0000-0003-4263-4602"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frank A. Drews","raw_affiliation_strings":["Department of Psychology, University of Utah, Salt Lake City, UT, 84108, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Utah, Salt Lake City, UT, 84108, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065170642","display_name":"Wendy W. Chapman","orcid":"https://orcid.org/0000-0001-8702-4483"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wendy W. Chapman","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, 84108, USA. wendy.chapman@utah.edu","Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, 84108, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, 84108, USA. wendy.chapman@utah.edu","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, 84108, USA","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065170642"],"corresponding_institution_ids":["https://openalex.org/I223532165"],"apc_list":{"value":1190,"currency":"GBP","value_usd":1459},"apc_paid":{"value":1190,"currency":"GBP","value_usd":1459},"fwci":1.5377,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.83190029,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":"1","first_page":"42","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.6680999994277954,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.6680999994277954,"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/T10028","display_name":"Topic Modeling","score":0.22709999978542328,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.020600000396370888,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8657916784286499},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.5860532522201538},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5738178491592407},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5534718036651611},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.5352473855018616},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4582364857196808},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45338475704193115},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4420660138130188},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.42305248975753784},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30231285095214844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8657916784286499},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.5860532522201538},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5738178491592407},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5534718036651611},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.5352473855018616},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4582364857196808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45338475704193115},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4420660138130188},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.42305248975753784},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30231285095214844},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064229","descriptor_name":"Biological Ontologies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/s13326-016-0086-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13326-016-0086-9","pdf_url":"https://jbiomedsem.biomedcentral.com/track/pdf/10.1186/s13326-016-0086-9","source":{"id":"https://openalex.org/S172276550","display_name":"Journal of Biomedical Semantics","issn_l":"2041-1480","issn":["2041-1480"],"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 Biomedical Semantics","raw_type":"journal-article"},{"id":"pmid:27338146","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27338146","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 biomedical semantics","raw_type":null},{"id":"pmh:oai:d-scholarship.pitt.edu:28620","is_oa":false,"landing_page_url":"https://d-scholarship.pitt.edu/28620/4/licence.txt","pdf_url":null,"source":{"id":"https://openalex.org/S4306402372","display_name":"D-Scholarship@Pitt (University of Pittsburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170201317","host_organization_name":"University of Pittsburgh","host_organization_lineage":["https://openalex.org/I170201317"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:jupiter.its.unimelb.edu.au:11343/247367","is_oa":true,"landing_page_url":"http://hdl.handle.net/11343/247367","pdf_url":"http://hdl.handle.net/11343/247367","source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"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":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4919842","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4919842","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 Biomed Semantics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s13326-016-0086-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13326-016-0086-9","pdf_url":"https://jbiomedsem.biomedcentral.com/track/pdf/10.1186/s13326-016-0086-9","source":{"id":"https://openalex.org/S172276550","display_name":"Journal of Biomedical Semantics","issn_l":"2041-1480","issn":["2041-1480"],"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 Biomedical Semantics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5086046381","display_name":null,"funder_award_id":"R01 LM010964","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"}],"funders":[{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2462398332.pdf","grobid_xml":"https://content.openalex.org/works/W2462398332.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W70066085","https://openalex.org/W75439561","https://openalex.org/W1502957213","https://openalex.org/W1504212872","https://openalex.org/W1516184288","https://openalex.org/W1562643504","https://openalex.org/W1573942470","https://openalex.org/W1602694398","https://openalex.org/W1637593105","https://openalex.org/W1990442426","https://openalex.org/W2043768386","https://openalex.org/W2061848042","https://openalex.org/W2062163602","https://openalex.org/W2070398892","https://openalex.org/W2088622183","https://openalex.org/W2089524421","https://openalex.org/W2093066501","https://openalex.org/W2098201295","https://openalex.org/W2101013878","https://openalex.org/W2119207919","https://openalex.org/W2120602122","https://openalex.org/W2121940249","https://openalex.org/W2122210092","https://openalex.org/W2146089916","https://openalex.org/W2155659776","https://openalex.org/W2159583324","https://openalex.org/W2160194473","https://openalex.org/W2171409007","https://openalex.org/W2574835576"],"related_works":["https://openalex.org/W7136195","https://openalex.org/W2385621242","https://openalex.org/W2367629516","https://openalex.org/W2086580554","https://openalex.org/W2553860513","https://openalex.org/W1986001501","https://openalex.org/W2353740909","https://openalex.org/W2475408106","https://openalex.org/W2592721119","https://openalex.org/W2295405411"],"abstract_inverted_index":{"BACKGROUND:":[0],"Clinical":[1,168],"Natural":[2],"Language":[3,206],"Processing":[4],"(NLP)":[5],"systems":[6],"require":[7],"a":[8,49,57,62,80,96,124,137,158,238,284],"semantic":[9,50,125,161,345],"schema":[10,33,51,126,346],"comprised":[11],"of":[12,90,119,160,200,219,241,245,250,269],"domain-specific":[13],"concepts,":[14],"their":[15],"lexical":[16],"variants,":[17],"and":[18,37,64,110,171,183,192,280,298,316],"associated":[19,281],"modifiers":[20,282,320],"to":[21,34,94,176,180,202,224,236,257],"accurately":[22],"extract":[23,38],"information":[24,129,341],"from":[25,40,55,74,130,164,289],"clinical":[26,46,71,107,131,150,285,291,336],"texts.":[27,43],"An":[28],"NLP":[29,66,86,112,151,275,300],"system":[30,113,140,276],"leverages":[31,157],"this":[32,91],"structure":[35],"concepts":[36,72,201,247,279,311],"meaning":[39],"the":[41,45,75,103,106,111,117,165,172,178,198,203,212,226,267],"free":[42],"In":[44],"domain,":[47],"creating":[48],"typically":[52],"requires":[53],"input":[54],"both":[56],"domain":[58,77,108,120,146,194,213,305,337,349],"expert,":[59],"such":[60,188],"as":[61,189],"clinician,":[63],"an":[65,85,274,299],"expert":[67,109],"who":[68],"will":[69],"represent":[70],"created":[73,249,259],"clinician's":[76],"expertise":[78],"into":[79],"computable":[81],"format":[82],"usable":[83],"by":[84,115,277,343,348],"system.":[87],"The":[88,229,263],"goal":[89],"work":[92],"is":[93,136],"develop":[95],"web-based":[97],"tool,":[98],"Knowledge":[99,134,153,233,261,270,296,303,332],"Author,":[100],"that":[101,141],"bridges":[102],"gap":[104],"between":[105],"development":[114,118,191,339],"facilitating":[116],"content":[121,147,195,214,306,338],"represented":[122],"in":[123,144,273],"for":[127,149,310,319,340],"extracting":[128,278],"free-text.":[132],"RESULTS:":[133],"Author":[135,297,333],"web-based,":[138],"recommendation":[139],"supports":[142,211],"users":[143],"developing":[145],"necessary":[148],"applications.":[152],"Author's":[154,234,271,304],"schematic":[155],"model":[156],"set":[159],"types":[162],"derived":[163],"Secondary":[166],"Use":[167],"Element":[169],"Models":[170],"Common":[173],"Type":[174],"System":[175,207],"allow":[177],"user":[179],"quickly":[181],"create":[182,237],"modify":[184],"domain-related":[185],"concepts.":[186,242],"Features":[187],"collaborative":[190],"providing":[193],"suggestions":[196],"through":[197],"mapping":[199],"Unified":[204],"Medical":[205],"Metathesaurus":[208],"database":[209],"further":[210],"creation":[215,347],"process.":[216],"Two":[217],"proof":[218],"concept":[220],"studies":[221],"were":[222,255],"performed":[223],"evaluate":[225],"system's":[227],"performance.":[228],"first":[230],"study":[231,265],"evaluated":[232,266],"flexibility":[235],"broad":[239],"range":[240],"A":[243],"dataset":[244],"115":[246],"was":[248],"which":[251],"87":[252],"(76":[253],"%)":[254,315],"able":[256],"be":[258],"using":[260,295],"Author.":[262],"second":[264],"effectiveness":[268],"output":[272],"representing":[283],"element,":[286],"carotid":[287],"stenosis,":[288],"34":[290],"free-text":[292],"radiology":[293],"reports":[294],"system,":[301],"pyConText.":[302],"produced":[307],"high":[308],"recall":[309,318],"(targeted":[312],"findings:":[313],"86":[314],"varied":[317],"(certainty:":[321],"91":[322],"%":[323],"sidedness:":[324],"80":[325],"%,":[326],"neurovascular":[327],"anatomy:":[328],"46":[329],"%).":[330],"CONCLUSION:":[331],"can":[334],"support":[335],"extraction":[342],"supporting":[344],"experts.":[350]},"counts_by_year":[{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
