{"id":"https://openalex.org/W2962316010","doi":null,"title":"Development of an Adverse Drug Reaction Corpus from Consumer Health Posts","display_name":"Development of an Adverse Drug Reaction Corpus from Consumer Health Posts","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2962316010","mag":"2962316010"},"language":"en","primary_location":{"id":"pmh:oai:scholarcommons.usf.edu:si_facpub-1447","doi":null,"is_oa":true,"landing_page_url":"https://scholarcommons.usf.edu/si_facpub/444","pdf_url":"https://scholarcommons.usf.edu/cgi/viewcontent.cgi?article=1447&context=si_facpub","source":{"id":"https://openalex.org/S4377196272","display_name":"Digital Commons - University of South Florida (University of South Florida)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2613432","host_organization_name":"University of South Florida","host_organization_lineage":["https://openalex.org/I2613432"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Information Faculty Publications","raw_type":"text"},"volume":null,"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://scholarcommons.usf.edu/cgi/viewcontent.cgi?article=1447&context=si_facpub","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074942621","display_name":"Maryam Zolnoori","orcid":"https://orcid.org/0000-0003-4484-2990","observed_orcids":["https://orcid.org/0000-0003-4484-2990"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maryam Zolnoori","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4484-2990","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048469918","display_name":"Timothy B. Patrick","orcid":"https://orcid.org/0000-0001-6685-0911","observed_orcids":["https://orcid.org/0000-0001-6685-0911"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Timothy B. Patrick","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6685-0911","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031594710","display_name":"Kin Wah Fung","orcid":"https://orcid.org/0000-0003-0593-5377","observed_orcids":["https://orcid.org/0000-0003-0593-5377"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kin Wah Fung","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0593-5377","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088579298","display_name":"Anthony J. Faiola","orcid":"https://orcid.org/0000-0002-7733-5947","observed_orcids":["https://orcid.org/0000-0002-7733-5947"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anthony Faiola","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7733-5947","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040528725","display_name":"Yi Shuan Shirley Wu","orcid":"https://orcid.org/0000-0001-8754-7962","observed_orcids":["https://orcid.org/0000-0001-8754-7962"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi Shuan Shirley Wu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8754-7962","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060456454","display_name":"Jiaxi Zhu","orcid":"https://orcid.org/0000-0001-6283-4893","observed_orcids":["https://orcid.org/0000-0001-6283-4893"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiaxi Zhu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6283-4893","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5033460386","display_name":"Christina E. Eldredge","orcid":"https://orcid.org/0000-0001-9963-959X","observed_orcids":["https://orcid.org/0000-0001-9963-959X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christina Eldredge","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2051,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56202641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1996","issue":null,"first_page":"19","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.018200000748038292,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.0071000000461936,"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/adverse-drug-reactions","display_name":"adverse drug reactions","score":0.9980000257492065},{"id":"https://openalex.org/keywords/annotated-corpora","display_name":"annotated corpus","score":0.9309999942779541},{"id":"https://openalex.org/keywords/social-media","display_name":"social media","score":0.9490000009536743},{"id":"https://openalex.org/keywords/psychiatric-medication","display_name":"psychiatric medication","score":0.675000011920929},{"id":"https://openalex.org/keywords/text-mining","display_name":"text mining","score":0.6380000114440918},{"id":"https://openalex.org/keywords/inter-annotator-agreement","display_name":"inter-annotator agreement","score":0.7749999761581421},{"id":"https://openalex.org/keywords/pharmacists","display_name":"pharmacists","score":0.40799999237060547}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4970574676990509},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.484190970659256},{"id":"https://openalex.org/C64903051","wikidata":"https://www.wikidata.org/wiki/Q2198549","display_name":"Drug development","level":3,"score":0.4263395667076111},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.42060214281082153},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.38304975628852844},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3750874996185303},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3603116571903229},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3294972777366638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29826676845550537},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.2183533012866974},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.19413629174232483}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:scholarcommons.usf.edu:si_facpub-1447","doi":null,"is_oa":true,"landing_page_url":"https://scholarcommons.usf.edu/si_facpub/444","pdf_url":"https://scholarcommons.usf.edu/cgi/viewcontent.cgi?article=1447&context=si_facpub","source":{"id":"https://openalex.org/S4377196272","display_name":"Digital Commons - University of South Florida (University of South Florida)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2613432","host_organization_name":"University of South Florida","host_organization_lineage":["https://openalex.org/I2613432"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Information Faculty Publications","raw_type":"text"},{"id":"pmh:oai:digitalcommons.usf.edu:si_facpub-1447","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.usf.edu/si_facpub/444","pdf_url":null,"source":{"id":"https://openalex.org/S4377196272","display_name":"Digital Commons - University of South Florida (University of South Florida)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2613432","host_organization_name":"University of South Florida","host_organization_lineage":["https://openalex.org/I2613432"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Information Faculty Publications","raw_type":"presentation"},{"id":"mag:2962316010","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.usf.edu/cgi/viewcontent.cgi?article=1447&context=si_facpub","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:scholarcommons.usf.edu:si_facpub-1447","doi":null,"is_oa":true,"landing_page_url":"https://scholarcommons.usf.edu/si_facpub/444","pdf_url":"https://scholarcommons.usf.edu/cgi/viewcontent.cgi?article=1447&context=si_facpub","source":{"id":"https://openalex.org/S4377196272","display_name":"Digital Commons - University of South Florida (University of South Florida)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2613432","host_organization_name":"University of South Florida","host_organization_lineage":["https://openalex.org/I2613432"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Information Faculty Publications","raw_type":"text"},"sustainable_development_goals":[{"score":0.8048999905586243,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2962316010.pdf","grobid_xml":"https://content.openalex.org/works/W2962316010.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W77667794"],"related_works":["https://openalex.org/W2131546905","https://openalex.org/W2786133469","https://openalex.org/W7097145198","https://openalex.org/W2907279416","https://openalex.org/W107610923","https://openalex.org/W2921264916","https://openalex.org/W2071478164","https://openalex.org/W6990297689","https://openalex.org/W93323284","https://openalex.org/W2553986095"],"abstract_inverted_index":{"UWM-Adverse":[0],"Drug":[1,30],"Events":[2],"Corpus":[3],"(UWM-ADEC)":[4],"is":[5,79],"an":[6],"annotated":[7],"corpus":[8,58,78],"that":[9],"has":[10],"been":[11],"developed":[12],"from":[13,97],"consumer":[14,98],"drug":[15],"review":[16],"posts":[17],"in":[18,48,85],"social":[19],"media.":[20],"In":[21],"this":[22],"corpus,":[23],"we":[24,41],"identified":[25],"four":[26],"types":[27],"of":[28,56,88],"Adverse":[29],"Reactions":[31],"(ADRs)":[32],"including":[33],"physiological,":[34],"psychological,":[35],"cognitive,":[36],"and":[37,69,74,91],"functional":[38],"problems.":[39],"Additionally,":[40],"mapped":[42],"the":[43,57,86],"ADRs":[44,95],"to":[45],"corresponding":[46],"concepts":[47],"Unified":[49],"medical":[50],"language":[51],"Systems":[52],"(UMLS).":[53],"The":[54],"quality":[55],"was":[59],"measured":[60],"using":[61],"well-defined":[62],"guidelines,":[63],"double":[64],"coding,":[65],"high":[66],"inter-annotator":[67],"agreement,":[68],"final":[70],"reviews":[71],"by":[72],"pharmacists":[73],"clinical":[75],"terminologists.":[76],"This":[77],"a":[80],"valuable":[81],"source":[82],"for":[83,94,102],"research":[84],"area":[87],"text":[89],"mining":[90],"machine":[92],"learning":[93],"identifications":[96],"health":[99],"posts,":[100],"specifically":[101],"psychiatric":[103],"medications":[104]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2019-07-23T00:00:00"}