{"id":"https://openalex.org/W2337688041","doi":"https://doi.org/10.1136/amiajnl-2014-002887","title":"Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department","display_name":"Automated clinical trial eligibility prescreening: increasing the efficiency of patient identification for clinical trials in the emergency department","publication_year":2014,"publication_date":"2014-07-16","ids":{"openalex":"https://openalex.org/W2337688041","doi":"https://doi.org/10.1136/amiajnl-2014-002887","mag":"2337688041","pmid":"https://pubmed.ncbi.nlm.nih.gov/25030032"},"language":"en","primary_location":{"id":"doi:10.1136/amiajnl-2014-002887","is_oa":true,"landing_page_url":"https://doi.org/10.1136/amiajnl-2014-002887","pdf_url":"https://academic.oup.com/jamia/article-pdf/22/1/166/34145283/amiajnl-2014-002887.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/jamia/article-pdf/22/1/166/34145283/amiajnl-2014-002887.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013528584","display_name":"Yizhao Ni","orcid":"https://orcid.org/0000-0001-8599-454X"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yizhao Ni","raw_affiliation_strings":["Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078418877","display_name":"Stephanie Kennebeck","orcid":"https://orcid.org/0000-0001-6437-7024"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephanie Kennebeck","raw_affiliation_strings":["Division of Pediatric Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pediatric Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030588353","display_name":"Judith W. Dexheimer","orcid":"https://orcid.org/0000-0002-4196-7846"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Judith W Dexheimer","raw_affiliation_strings":["Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","Division of Pediatric Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]},{"raw_affiliation_string":"Division of Pediatric Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021641174","display_name":"Constance McAneney","orcid":null},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Constance M McAneney","raw_affiliation_strings":["Division of Pediatric Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pediatric Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058273226","display_name":"Huaxiu Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huaxiu Tang","raw_affiliation_strings":["Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041194209","display_name":"Todd Lingren","orcid":"https://orcid.org/0000-0003-0311-7100"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Todd Lingren","raw_affiliation_strings":["Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350261","display_name":"Qi Li","orcid":"https://orcid.org/0000-0003-0637-9448"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Li","raw_affiliation_strings":["Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042869792","display_name":"Haijun Zhai","orcid":"https://orcid.org/0000-0002-5499-9134"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haijun Zhai","raw_affiliation_strings":["Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062373822","display_name":"Imre Solti","orcid":null},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Imre Solti","raw_affiliation_strings":["Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","James M Anderson Center for Health Systems Excellence, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]},{"raw_affiliation_string":"James M Anderson Center for Health Systems Excellence, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA","institution_ids":["https://openalex.org/I1285204247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5013528584"],"corresponding_institution_ids":["https://openalex.org/I1285204247"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":12.1385,"has_fulltext":true,"cited_by_count":125,"citation_normalized_percentile":{"value":0.98567144,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"22","issue":"1","first_page":"166","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.8141999840736389,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.8141999840736389,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.03889999911189079,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.027899999171495438,"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/emergency-department","display_name":"Emergency department","score":0.862626850605011},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6881132125854492},{"id":"https://openalex.org/keywords/clinical-trial","display_name":"Clinical trial","score":0.6000933647155762},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.49897074699401855},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4288032650947571},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.08895927667617798},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.06023445725440979}],"concepts":[{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.862626850605011},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6881132125854492},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.6000933647155762},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.49897074699401855},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4288032650947571},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.08895927667617798},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.06023445725440979},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002986","descriptor_name":"Clinical Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002986","descriptor_name":"Clinical Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002986","descriptor_name":"Clinical Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004608","descriptor_name":"Eligibility Determination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004608","descriptor_name":"Eligibility Determination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004608","descriptor_name":"Eligibility Determination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017598","descriptor_name":"Efficiency, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017598","descriptor_name":"Efficiency, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017598","descriptor_name":"Efficiency, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018579","descriptor_name":"Patient Selection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018579","descriptor_name":"Patient Selection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018579","descriptor_name":"Patient Selection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1136/amiajnl-2014-002887","is_oa":true,"landing_page_url":"https://doi.org/10.1136/amiajnl-2014-002887","pdf_url":"https://academic.oup.com/jamia/article-pdf/22/1/166/34145283/amiajnl-2014-002887.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:25030032","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25030032","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 the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:europepmc.org:3670620","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4433376","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1136/amiajnl-2014-002887","is_oa":true,"landing_page_url":"https://doi.org/10.1136/amiajnl-2014-002887","pdf_url":"https://academic.oup.com/jamia/article-pdf/22/1/166/34145283/amiajnl-2014-002887.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2736014071","display_name":null,"funder_award_id":"R21 HD072883","funder_id":"https://openalex.org/F4320337611","funder_display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development"},{"id":"https://openalex.org/G6480717613","display_name":null,"funder_award_id":"U01 HG006828","funder_id":"https://openalex.org/F4320337348","funder_display_name":"National Human Genome Research Institute"},{"id":"https://openalex.org/G962564074","display_name":null,"funder_award_id":"R00 LM010227","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337348","display_name":"National Human Genome Research Institute","ror":"https://ror.org/00baak391"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"},{"id":"https://openalex.org/F4320337611","display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","ror":"https://ror.org/04byxyr05"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2337688041.pdf","grobid_xml":"https://content.openalex.org/works/W2337688041.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W37713439","https://openalex.org/W43248758","https://openalex.org/W68566686","https://openalex.org/W95851278","https://openalex.org/W134902690","https://openalex.org/W147128557","https://openalex.org/W213236682","https://openalex.org/W229887240","https://openalex.org/W296548042","https://openalex.org/W350158462","https://openalex.org/W1508977358","https://openalex.org/W1516037026","https://openalex.org/W1561336026","https://openalex.org/W1660390307","https://openalex.org/W1869362176","https://openalex.org/W1985617145","https://openalex.org/W1990252496","https://openalex.org/W2025472120","https://openalex.org/W2041581741","https://openalex.org/W2044424923","https://openalex.org/W2044726711","https://openalex.org/W2051326280","https://openalex.org/W2066578320","https://openalex.org/W2083885359","https://openalex.org/W2084449331","https://openalex.org/W2096252540","https://openalex.org/W2098590492","https://openalex.org/W2100676408","https://openalex.org/W2106452209","https://openalex.org/W2114847203","https://openalex.org/W2126345551","https://openalex.org/W2134137358","https://openalex.org/W2135781475","https://openalex.org/W2139736061","https://openalex.org/W2139865360","https://openalex.org/W2142862978","https://openalex.org/W2144211451","https://openalex.org/W2146089916","https://openalex.org/W2148794355","https://openalex.org/W2160834263","https://openalex.org/W2165067209","https://openalex.org/W2167072433","https://openalex.org/W2167612686","https://openalex.org/W2186322444","https://openalex.org/W2294880871","https://openalex.org/W2398705848","https://openalex.org/W2408717470","https://openalex.org/W2568020214","https://openalex.org/W6601543819","https://openalex.org/W6601780580","https://openalex.org/W6602788395","https://openalex.org/W6605578676","https://openalex.org/W6606086076","https://openalex.org/W6611823154","https://openalex.org/W6630945507","https://openalex.org/W6633491355","https://openalex.org/W6675790202","https://openalex.org/W6680334156","https://openalex.org/W6686852135","https://openalex.org/W6697241359","https://openalex.org/W6712160641"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W4384345078","https://openalex.org/W2050305294","https://openalex.org/W2244194037","https://openalex.org/W1989198041","https://openalex.org/W2625702017","https://openalex.org/W322167246"],"abstract_inverted_index":{"OBJECTIVES:":[0],"(1)":[1],"To":[2],"develop":[3],"an":[4,14],"automated":[5,112,174,191,242],"eligibility":[6,51],"screening":[7,199],"(ES)":[8],"approach":[9],"for":[10,53,129,248],"clinical":[11,42,58,83,249],"trials":[12,59],"in":[13,197],"urban":[15],"tertiary":[16],"care":[17],"pediatric":[18],"emergency":[19],"department":[20],"(ED);":[21],"(2)":[22],"to":[23,91,123],"assess":[24],"the":[25,86,99,102,111,120,125,167,171,181,204,214,225,231],"effectiveness":[26],"of":[27,94,127,142,149,188,217,227,233],"natural":[28],"language":[29],"processing":[30],"(NLP),":[31],"information":[32],"extraction":[33],"(IE),":[34],"and":[35,44,67,82,108,145,160,230,240],"machine":[36],"learning":[37],"(ML)":[38],"techniques":[39],"on":[40,136,180,203,213],"real-world":[41],"data":[43,76],"trials.":[45,250],"DATA":[46],"AND":[47,221],"METHODS:":[48],"We":[49],"collected":[50],"criteria":[52,122,229],"13":[54],"randomly":[55],"selected,":[56],"disease-specific":[57],"actively":[60],"enrolling":[61],"patients":[62,97,116,247],"between":[63],"January":[64],"1,":[65],"2010":[66],"August":[68],"31,":[69],"2012.":[70],"In":[71],"parallel,":[72],"we":[73,235],"retrospectively":[74],"selected":[75],"fields":[77],"including":[78],"demographics,":[79],"laboratory":[80],"data,":[81],"notes":[84],"from":[85],"electronic":[87],"health":[88],"record":[89],"(EHR)":[90],"represent":[92],"profiles":[93,118],"all":[95],"202795":[96],"visiting":[98],"ED":[100],"during":[101],"same":[103],"period.":[104],"Leveraging":[105],"NLP,":[106],"IE,":[107],"ML":[109],"technologies,":[110],"ES":[113,175,192,243],"algorithms":[114],"identified":[115],"whose":[117],"matched":[119],"trial":[121,198,228],"reduce":[124],"pool":[126],"candidates":[128],"staff":[130],"screening.":[131],"The":[132,190,201],"performance":[133],"was":[134,176],"validated":[135],"both":[137],"a":[138,146,186,194],"physician-generated":[139],"gold":[140,182,205],"standard":[141,148,183,206],"trial-patient":[143,151,218],"matches":[144],"reference":[147,215],"historical":[150],"enrollment":[152],"decisions,":[153],"where":[154],"workload,":[155],"mean":[156],"average":[157],"precision":[158],"(MAP),":[159],"recall":[161],"were":[162,208],"assessed.":[163],"RESULTS:":[164],"Compared":[165],"with":[166,173,185],"case":[168],"without":[169],"automation,":[170],"workload":[172],"reduced":[177],"by":[178,210],"92%":[179],"set,":[184],"MAP":[187],"62.9%.":[189],"achieved":[193],"450%":[195],"increase":[196],"efficiency.":[200],"findings":[202],"set":[207,216],"confirmed":[209],"large-scale":[211],"evaluation":[212],"matches.":[219],"DISCUSSION":[220],"CONCLUSION:":[222],"By":[223],"exploiting":[224],"text":[226],"content":[232],"EHRs,":[234],"demonstrated":[236],"that":[237],"NLP-,":[238],"IE-,":[239],"ML-based":[241],"could":[244],"successfully":[245],"identify":[246]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":5}],"updated_date":"2026-06-30T13:55:48.251075","created_date":"2025-10-10T00:00:00"}
