{"id":"https://openalex.org/W2969439587","doi":null,"title":"Correcting crowdsourced annotations to improve detection of outcome types in evidence based medicine","display_name":"Correcting crowdsourced annotations to improve detection of outcome types in evidence based medicine","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2969439587","mag":"2969439587"},"language":"en","primary_location":{"id":"mag:2969439587","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-2429/paper1.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Joint Conference on Artificial Intelligence","raw_type":null},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086075606","display_name":"Micheal Abaho","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Micheal Abaho","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073503574","display_name":"Danushka Bollegala","orcid":"https://orcid.org/0000-0003-4476-7003","observed_orcids":["https://orcid.org/0000-0003-4476-7003"]},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Danushka Bollegala","raw_affiliation_strings":["University of Liverpool, Liverpool, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-4476-7003","affiliations":[{"raw_affiliation_string":"University of Liverpool, Liverpool, United Kingdom","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072801492","display_name":"Paula Ruth Williamson","orcid":"https://orcid.org/0000-0001-9802-6636","observed_orcids":["https://orcid.org/0000-0001-9802-6636"]},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paula Williamson","raw_affiliation_strings":["University of Liverpool, Liverpool, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Liverpool, Liverpool, United Kingdom","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043140431","display_name":"Susanna R. Dodd","orcid":"https://orcid.org/0000-0003-2851-3337","observed_orcids":["https://orcid.org/0000-0003-2851-3337"]},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Susanna Dodd","raw_affiliation_strings":["University of Liverpool, Liverpool, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-2851-3337","affiliations":[{"raw_affiliation_string":"University of Liverpool, Liverpool, United Kingdom","institution_ids":["https://openalex.org/I146655781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7717,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70227671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9843999743461609,"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":0.9843999743461609,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.00430000014603138,"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/T10028","display_name":"Topic Modeling","score":0.001500000013038516,"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/crowdsourced-annotation","display_name":"crowdsourced annotation","score":0.8939999938011169},{"id":"https://openalex.org/keywords/annotation-correction","display_name":"annotation correction","score":0.8949999809265137},{"id":"https://openalex.org/keywords/evidence-based-medicine","display_name":"evidence-based medicine","score":0.7450000047683716},{"id":"https://openalex.org/keywords/health-outcomes","display_name":"health outcomes","score":0.6639999747276306},{"id":"https://openalex.org/keywords/annotation-quality","display_name":"annotation quality","score":0.8180000185966492}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9000324010848999},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.8552335500717163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8131004571914673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5211156010627747},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5047870874404907},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5017917156219482},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3713218569755554},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36108529567718506},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1878264844417572},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2969439587","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-2429/paper1.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Joint Conference on Artificial Intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.46810001134872437}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2081580037","https://openalex.org/W2106952837","https://openalex.org/W2119424690","https://openalex.org/W2127241285","https://openalex.org/W2250539671","https://openalex.org/W2683672249","https://openalex.org/W2778471389","https://openalex.org/W2798373858","https://openalex.org/W2884001105","https://openalex.org/W2889815790"],"related_works":["https://openalex.org/W2127788165","https://openalex.org/W2572108213","https://openalex.org/W4413040190","https://openalex.org/W7166842334","https://openalex.org/W2093044076","https://openalex.org/W2403078932","https://openalex.org/W2798373858","https://openalex.org/W136426565","https://openalex.org/W2040326233","https://openalex.org/W2604226652"],"abstract_inverted_index":{"\u00a9":[0],"2019":[1],"for":[2],"this":[3,72],"paper":[4],"by":[5],"its":[6],"authors.":[7],"The":[8],"validity":[9],"and":[10],"authenticity":[11],"of":[12,20,46,84,90,109],"annotations":[13,83],"in":[14,38,56,60,68,107],"datasets":[15,31],"massively":[16],"influences":[17],"the":[18,88,91],"performance":[19],"Natural":[21],"Language":[22],"Processing":[23],"(NLP)":[24],"systems.":[25],"In":[26,71],"other":[27],"words,":[28],"poorly":[29],"annotated":[30],"are":[32],"likely":[33],"to":[34,103],"produce":[35],"fatal":[36],"results":[37],"at-least":[39],"most":[40,57],"NLP":[41,105],"problems":[42],"hence":[43],"misinforming":[44],"consumers":[45],"these":[47],"models,":[48],"systems":[49],"or":[50],"applications.":[51],"This":[52],"is":[53,64],"a":[54,65,76,96],"bottleneck":[55],"domains,":[58],"especially":[59],"healthcare":[61],"where":[62],"crowdsourcing":[63],"popular":[66],"strategy":[67],"obtaining":[69],"annotations.":[70,93],"paper,":[73],"we":[74],"present":[75],"framework":[77],"that":[78],"automatically":[79],"corrects":[80],"incorrectly":[81],"captured":[82],"outcomes,":[85],"thereby":[86],"improving":[87],"quality":[89],"crowdsourced":[92],"We":[94],"investigate":[95],"publicly":[97],"available":[98],"dataset":[99],"called":[100],"EBM-NLP,":[101],"built":[102],"power":[104],"tasks":[106],"support":[108],"Evidence":[110],"based":[111],"Medicine":[112],"(EBM)":[113],"primarily":[114],"focusing":[115],"on":[116],"health":[117],"outcomes.":[118]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-08-29T00:00:00"}