{"id":"https://openalex.org/W2997309037","doi":"https://doi.org/10.1186/s12911-019-1006-6","title":"Use of natural language processing to improve predictive models for imaging utilization in children presenting to the emergency department","display_name":"Use of natural language processing to improve predictive models for imaging utilization in children presenting to the emergency department","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W2997309037","doi":"https://doi.org/10.1186/s12911-019-1006-6","mag":"2997309037","pmid":"https://pubmed.ncbi.nlm.nih.gov/31888609"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-019-1006-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-019-1006-6","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-019-1006-6","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-019-1006-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100432031","display_name":"Xingyu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xingyu Zhang","raw_affiliation_strings":["Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, USA. zhangxyu@umich.edu","Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, USA"],"affiliations":[{"raw_affiliation_string":"Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, USA. zhangxyu@umich.edu","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012240258","display_name":"Fernanda Bellolio","orcid":"https://orcid.org/0000-0002-1632-4750"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Fernanda Bellolio","raw_affiliation_strings":["Department of Emergency Medicine, Mayo Clinic, Rochester, USA"],"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Mayo Clinic, Rochester, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040167511","display_name":"Pau Medrano\u2212Gracia","orcid":"https://orcid.org/0000-0002-6255-4864"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Pau Medrano-Gracia","raw_affiliation_strings":["Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014658382","display_name":"Konrad Werys","orcid":"https://orcid.org/0000-0002-2334-2359"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Konrad Werys","raw_affiliation_strings":["Oxford Centre for Clinical Magnetic Resonance Research, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Oxford Centre for Clinical Magnetic Resonance Research, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038458325","display_name":"Sheng Yang","orcid":"https://orcid.org/0000-0003-3657-8771"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Sheng Yang","raw_affiliation_strings":["Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China. yangsheng@njmu.edu.cn","Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, USA. yangsheng@njmu.edu.cn","Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China. yangsheng@njmu.edu.cn","institution_ids":["https://openalex.org/I83519826"]},{"raw_affiliation_string":"Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, USA. yangsheng@njmu.edu.cn","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China","institution_ids":["https://openalex.org/I83519826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040039389","display_name":"Prashant Mahajan","orcid":"https://orcid.org/0000-0003-4278-3560"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prashant Mahajan","raw_affiliation_strings":["Department of Emergency Medicine, University of Michigan School of Medicine, Ann Arbor, USA"],"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, University of Michigan School of Medicine, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038458325","https://openalex.org/A5100432031"],"corresponding_institution_ids":["https://openalex.org/I27837315","https://openalex.org/I83519826"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":2.8531,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.90815523,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"19","issue":"1","first_page":"287","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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/T11095","display_name":"Emergency and Acute Care Studies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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/T11738","display_name":"Ultrasound in Clinical Applications","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care Medicine"},"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/T11894","display_name":"Radiology practices and education","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/medicine","display_name":"Medicine","score":0.7561522126197815},{"id":"https://openalex.org/keywords/emergency-department","display_name":"Emergency department","score":0.7502743005752563},{"id":"https://openalex.org/keywords/triage","display_name":"Triage","score":0.7393378615379333},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.648525059223175},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.6371448040008545},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5317358374595642},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.3987182676792145},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.3575975298881531},{"id":"https://openalex.org/keywords/pediatrics","display_name":"Pediatrics","score":0.32615697383880615},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2508918046951294},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.22677212953567505},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17291131615638733}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7561522126197815},{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.7502743005752563},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.7393378615379333},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.648525059223175},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.6371448040008545},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5317358374595642},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.3987182676792145},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3575975298881531},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.32615697383880615},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2508918046951294},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.22677212953567505},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17291131615638733},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","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":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":"D010342","descriptor_name":"Patient Acceptance of Health Care","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D010342","descriptor_name":"Patient Acceptance of Health Care","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D010342","descriptor_name":"Patient Acceptance of Health Care","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011859","descriptor_name":"Radiography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011859","descriptor_name":"Radiography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011859","descriptor_name":"Radiography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D012959","descriptor_name":"Socioeconomic Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012959","descriptor_name":"Socioeconomic Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012959","descriptor_name":"Socioeconomic Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D014218","descriptor_name":"Triage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014218","descriptor_name":"Triage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014218","descriptor_name":"Triage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019538","descriptor_name":"Health Care Surveys","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019538","descriptor_name":"Health Care Surveys","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019538","descriptor_name":"Health Care Surveys","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12911-019-1006-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-019-1006-6","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-019-1006-6","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:31888609","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31888609","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:deepblue.lib.umich.edu:2027.42/173601","is_oa":false,"landing_page_url":"https://hdl.handle.net/2027.42/173601","pdf_url":null,"source":{"id":"https://openalex.org/S4306400393","display_name":"Deep Blue (University of Michigan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I27837315","host_organization_name":"University of Michigan","host_organization_lineage":["https://openalex.org/I27837315"],"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":"Journal Article"},{"id":"pmh:oai:doaj.org/article:7bca0af11450440fbe2980a4ea2e083d","is_oa":true,"landing_page_url":"https://doaj.org/article/7bca0af11450440fbe2980a4ea2e083d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 19, Iss 1, Pp 1-13 (2019)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6937987","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6937987","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-019-1006-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-019-1006-6","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-019-1006-6","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3467861794","display_name":null,"funder_award_id":"81703","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6272428210","display_name":null,"funder_award_id":"81703321","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6387646245","display_name":null,"funder_award_id":"UL1TR002240","funder_id":"https://openalex.org/F4320332658","funder_display_name":"Michigan Institute for Clinical and Health Research"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320332658","display_name":"Michigan Institute for Clinical and Health Research","ror":"https://ror.org/00jmfr291"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2997309037.pdf","grobid_xml":"https://content.openalex.org/works/W2997309037.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W123476994","https://openalex.org/W1492412320","https://openalex.org/W1509328462","https://openalex.org/W1554093230","https://openalex.org/W1561331061","https://openalex.org/W1594144334","https://openalex.org/W1600794084","https://openalex.org/W1625450012","https://openalex.org/W1877563293","https://openalex.org/W1968281738","https://openalex.org/W1980867644","https://openalex.org/W1992803797","https://openalex.org/W1995420119","https://openalex.org/W1995608474","https://openalex.org/W2002514548","https://openalex.org/W2012255001","https://openalex.org/W2015503204","https://openalex.org/W2025515983","https://openalex.org/W2029207745","https://openalex.org/W2029488944","https://openalex.org/W2053552270","https://openalex.org/W2062935400","https://openalex.org/W2068227175","https://openalex.org/W2069140227","https://openalex.org/W2083780928","https://openalex.org/W2088093492","https://openalex.org/W2088715296","https://openalex.org/W2101731407","https://openalex.org/W2105939831","https://openalex.org/W2107026044","https://openalex.org/W2118073308","https://openalex.org/W2125138683","https://openalex.org/W2132906011","https://openalex.org/W2148892351","https://openalex.org/W2162876093","https://openalex.org/W2162987718","https://openalex.org/W2165052347","https://openalex.org/W2286021964","https://openalex.org/W2337493339","https://openalex.org/W2562251009","https://openalex.org/W2733028049","https://openalex.org/W2746791326","https://openalex.org/W2752349109","https://openalex.org/W2909953525","https://openalex.org/W2937035957"],"related_works":["https://openalex.org/W1975091423","https://openalex.org/W2033023095","https://openalex.org/W2144451503","https://openalex.org/W125325933","https://openalex.org/W2051773733","https://openalex.org/W2941176721","https://openalex.org/W3015660457","https://openalex.org/W2909333182","https://openalex.org/W4241993668","https://openalex.org/W1983600708"],"abstract_inverted_index":{"Both":[0],"CT":[1],"and":[2,24,43],"X-rays":[3],"are":[4],"commonly":[5],"used":[6],"in":[7,66],"the":[8,15,35,60],"pediatric":[9],"ED":[10,29],"with":[11,34],"one":[12],"third":[13],"of":[14,64],"visits":[16],"receiving":[17],"at":[18,28,47],"least":[19],"one.":[20],"Patients'":[21],"socioeconomic,":[22],"demographic":[23],"clinical":[25],"factors":[26],"presented":[27],"triage":[30,48],"period":[31],"were":[32],"associated":[33],"medical":[36],"imaging":[37],"utilization.":[38,69],"Predictive":[39],"models":[40,52],"combining":[41],"structured":[42,54],"unstructured":[44,56],"variables":[45,57],"available":[46],"performed":[49],"better":[50],"than":[51],"using":[53],"or":[55],"alone,":[58],"suggesting":[59],"potential":[61],"for":[62],"use":[63],"NLP":[65],"determining":[67],"resource":[68]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
