{"id":"https://openalex.org/W4224284620","doi":"https://doi.org/10.1093/jamia/ocac062","title":"Development and validation of predictive models for COVID-19 outcomes in a safety-net hospital population","display_name":"Development and validation of predictive models for COVID-19 outcomes in a safety-net hospital population","publication_year":2022,"publication_date":"2022-04-15","ids":{"openalex":"https://openalex.org/W4224284620","doi":"https://doi.org/10.1093/jamia/ocac062","pmid":"https://pubmed.ncbi.nlm.nih.gov/35441692"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocac062","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocac062","pdf_url":null,"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":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9129120","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068903474","display_name":"Boran Hao","orcid":"https://orcid.org/0000-0001-7922-0513"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Boran Hao","raw_affiliation_strings":["Center for Information and Systems Engineering, Boston University , Boston, Massachusetts, USA","Department of Electrical and Computer Engineering, Boston University , Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102027057","display_name":"Yang Hu","orcid":"https://orcid.org/0009-0008-9778-5305"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Hu","raw_affiliation_strings":["Center for Information and Systems Engineering, Boston University , Boston, Massachusetts, USA","Department of Electrical and Computer Engineering, Boston University , Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038930734","display_name":"Shahabeddin Sotudian","orcid":"https://orcid.org/0000-0002-5864-6192"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shahabeddin Sotudian","raw_affiliation_strings":["Center for Information and Systems Engineering, Boston University , Boston, Massachusetts, USA","Division of Systems Engineering, Boston University , Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Division of Systems Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089310836","display_name":"Zahra Zad","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zahra Zad","raw_affiliation_strings":["Center for Information and Systems Engineering, Boston University , Boston, Massachusetts, USA","Division of Systems Engineering, Boston University , Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Division of Systems Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058583723","display_name":"William G. Adams","orcid":"https://orcid.org/0000-0002-5330-0010"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I1286490081","display_name":"Boston Medical Center","ror":"https://ror.org/010b9wj87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1286490081"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William G Adams","raw_affiliation_strings":["Department of Pediatrics, Boston Medical Center and Boston University School of Medicine , Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Boston Medical Center and Boston University School of Medicine , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046","https://openalex.org/I1286490081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081135568","display_name":"Sabrina A. Assoumou","orcid":"https://orcid.org/0000-0002-5169-620X"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I1286490081","display_name":"Boston Medical Center","ror":"https://ror.org/010b9wj87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1286490081"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sabrina A Assoumou","raw_affiliation_strings":["Department of Medicine, Boston Medical Center and Boston University School of Medicine , Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Boston Medical Center and Boston University School of Medicine , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046","https://openalex.org/I1286490081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067926399","display_name":"Heather Hsu","orcid":"https://orcid.org/0000-0002-5863-1804"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I1286490081","display_name":"Boston Medical Center","ror":"https://ror.org/010b9wj87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1286490081"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heather Hsu","raw_affiliation_strings":["Department of Pediatrics, Boston Medical Center and Boston University School of Medicine , Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Boston Medical Center and Boston University School of Medicine , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046","https://openalex.org/I1286490081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059443868","display_name":"Rebecca G. Mishuris","orcid":"https://orcid.org/0000-0002-4804-3128"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I1286490081","display_name":"Boston Medical Center","ror":"https://ror.org/010b9wj87","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1286490081"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebecca G Mishuris","raw_affiliation_strings":["Department of Medicine, Boston Medical Center and Boston University School of Medicine , Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Boston Medical Center and Boston University School of Medicine , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046","https://openalex.org/I1286490081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075696701","display_name":"Ioannis Ch. Paschalidis","orcid":"https://orcid.org/0000-0002-3343-2913"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ioannis C Paschalidis","raw_affiliation_strings":["Center for Information and Systems Engineering, Boston University , Boston, Massachusetts, USA","Department of Biomedical Engineering, Boston University , Boston, Massachusetts, USA","Department of Electrical and Computer Engineering, Boston University , Boston, Massachusetts, USA","Division of Systems Engineering, Boston University , Boston, Massachusetts, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Information and Systems Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Division of Systems Engineering, Boston University , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075696701"],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":{"value":4332,"currency":"USD","value_usd":4332},"apc_paid":null,"fwci":1.6433,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.85187634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"29","issue":"7","first_page":"1253","last_page":"1262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.6969000101089478,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.6969000101089478,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T10410","display_name":"COVID-19 epidemiological studies","score":0.057500001043081284,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.03590000048279762,"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/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7566923499107361},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.5403795838356018},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.5337954759597778},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.49316948652267456},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.41969627141952515},{"id":"https://openalex.org/keywords/safety-net","display_name":"Safety net","score":0.4196876883506775},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39629700779914856},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3613819479942322},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.3507733643054962},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.25228041410446167},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.14049074053764343},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12879839539527893},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09268045425415039}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7566923499107361},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.5403795838356018},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.5337954759597778},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.49316948652267456},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.41969627141952515},{"id":"https://openalex.org/C2778216598","wikidata":"https://www.wikidata.org/wiki/Q1131802","display_name":"Safety net","level":2,"score":0.4196876883506775},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39629700779914856},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3613819479942322},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3507733643054962},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.25228041410446167},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.14049074053764343},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12879839539527893},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09268045425415039},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064876","descriptor_name":"Safety-net Providers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064876","descriptor_name":"Safety-net Providers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064876","descriptor_name":"Safety-net Providers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocac062","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocac062","pdf_url":null,"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:35441692","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35441692","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":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9129120","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9129120","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9129120","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9129120","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G2753468595","display_name":"CPS: Breakthrough: A Dynamic Optimization Framework for Connected Automated Vehicles in Urban Environments","funder_award_id":"1645681","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2887041666","display_name":"QuBBD: From Personalized Predictions to Better Control of Chronic Health Conditions","funder_award_id":"1664644","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3024551116","display_name":null,"funder_award_id":"N00014-19-1-2571","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G5074363712","display_name":"Optimizing and Learning Strategies for Protein Docking   ","funder_award_id":"5r01gm135930-03","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6460852052","display_name":"SCH: INT: Distributed Analytics for Enhancing Fertility in Families","funder_award_id":"1914792","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8583621603","display_name":null,"funder_award_id":"R01 GM135930","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320316438","display_name":"Georgia Clinical and Translational Science Alliance","ror":null},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2012148870","https://openalex.org/W2064675550","https://openalex.org/W2152003564","https://openalex.org/W2172020040","https://openalex.org/W2282181907","https://openalex.org/W2911964244","https://openalex.org/W2945806301","https://openalex.org/W2946672326","https://openalex.org/W2950491211","https://openalex.org/W2981869278","https://openalex.org/W3014524604","https://openalex.org/W3014965089","https://openalex.org/W3015305373","https://openalex.org/W3015327576","https://openalex.org/W3017022286","https://openalex.org/W3021626303","https://openalex.org/W3024853795","https://openalex.org/W3025394897","https://openalex.org/W3028902173","https://openalex.org/W3031626084","https://openalex.org/W3040395637","https://openalex.org/W3088631181","https://openalex.org/W3092208592","https://openalex.org/W3093335254","https://openalex.org/W3094169227","https://openalex.org/W3102902405","https://openalex.org/W3135159306","https://openalex.org/W3156717587","https://openalex.org/W3160434659","https://openalex.org/W3208471416","https://openalex.org/W4205287067","https://openalex.org/W4205635363","https://openalex.org/W4239510810","https://openalex.org/W4385245566","https://openalex.org/W4386094675","https://openalex.org/W6739901393","https://openalex.org/W6784624794","https://openalex.org/W6787020583","https://openalex.org/W6803231652"],"related_works":["https://openalex.org/W4200329650","https://openalex.org/W3127156785","https://openalex.org/W4205754011","https://openalex.org/W3009669391","https://openalex.org/W4205215807","https://openalex.org/W3005417802","https://openalex.org/W4226296940","https://openalex.org/W3028835529","https://openalex.org/W3036314732","https://openalex.org/W3134376730"],"abstract_inverted_index":{"OBJECTIVE:":[0],"To":[1],"develop":[2],"predictive":[3,102,159],"models":[4,133,181],"of":[5,14,81,118,130,152,171,242,249],"coronavirus":[6,46],"disease":[7],"2019":[8],"(COVID-19)":[9],"outcomes,":[10],"elucidate":[11],"the":[12,78,113,144,203,211,216,239],"influence":[13],"socioeconomic":[15],"factors,":[16],"and":[17,56,70,90,124,140,148,155,163,174,251],"assess":[18],"algorithmic":[19],"racial":[20,183],"fairness":[21],"using":[22,120,161,233],"a":[23,50,66,71,234],"racially":[24],"diverse":[25],"patient":[26,86,125],"population":[27],"with":[28,39,85,109],"high":[29],"social":[30,128,247],"needs.":[31],"MATERIALS":[32],"AND":[33],"METHODS:":[34],"Data":[35],"included":[36],"7,102":[37],"patients":[38,193],"positive":[40],"(RT-PCR)":[41],"severe":[42],"acute":[43],"respiratory":[44],"syndrome":[45],"2":[47],"test":[48],"at":[49],"safety-net":[51],"system":[52],"in":[53],"Massachusetts.":[54],"Linear":[55],"nonlinear":[57],"classification":[58],"methods":[59],"were":[60],"applied.":[61],"A":[62],"score":[63,97,206,235],"based":[64,201],"on":[65,202],"recurrent":[67],"neural":[68],"network":[69],"transformer":[72],"architecture":[73],"was":[74,98],"developed":[75],"to":[76,100,134,167,188,210],"capture":[77],"dynamic":[79,95,204,240],"evolution":[80,241],"vital":[82,96,164,205,243],"signs.":[83,244],"Combined":[84],"characteristics,":[87,126],"clinical":[88],"variables,":[89],"hospital":[91,122,252],"occupancy":[92,253],"measures,":[93],"this":[94],"used":[99,143,219],"train":[101],"models.":[103],"RESULTS:":[104],"Hospitalizations":[105],"can":[106],"be":[107,195,231],"predicted":[108,232],"an":[110,255],"area":[111],"under":[112],"receiver-operating":[114],"characteristic":[115],"curve":[116],"(AUC)":[117],"92%":[119],"symptoms,":[121],"occupancy,":[123],"including":[127],"determinants":[129,248],"health.":[131],"Parsimonious":[132],"predict":[135,190],"intensive":[136],"care,":[137],"mechanical":[138],"ventilation,":[139],"mortality":[141],"that":[142,191,198,226,236],"most":[145,179],"recent":[146],"labs":[147,162],"vitals":[149],"exhibited":[150,207],"AUCs":[151,170],"92.7%,":[153],"91.2%,":[154],"94%,":[156],"respectively.":[157,176],"Early":[158],"models,":[160,214],"signs":[165],"closer":[166],"admission":[168],"had":[169],"81.1%,":[172],"84.9%,":[173],"92%,":[175],"DISCUSSION:":[177],"The":[178],"accurate":[180],"exhibit":[182],"bias,":[184],"being":[185],"more":[186],"likely":[187],"falsely":[189],"Black":[192],"will":[194],"hospitalized.":[196],"Models":[197],"are":[199],"only":[200],"accuracies":[208],"close":[209],"best":[212],"parsimonious":[213],"although":[215],"latter":[217],"also":[218],"laboratories.":[220],"CONCLUSIONS:":[221],"This":[222],"large":[223],"study":[224],"demonstrates":[225],"COVID-19":[227],"severity":[228],"may":[229],"accurately":[230],"accounts":[237],"for":[238],"Further,":[245],"race,":[246],"health,":[250],"play":[254],"important":[256],"role.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}