{"id":"https://openalex.org/W4296709906","doi":"https://doi.org/10.1186/s12911-022-01983-7","title":"Correlating drug prescriptions with prognosis in severe COVID-19: first step towards resource management","display_name":"Correlating drug prescriptions with prognosis in severe COVID-19: first step towards resource management","publication_year":2022,"publication_date":"2022-09-21","ids":{"openalex":"https://openalex.org/W4296709906","doi":"https://doi.org/10.1186/s12911-022-01983-7","pmid":"https://pubmed.ncbi.nlm.nih.gov/36131274"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-022-01983-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-022-01983-7","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01983-7","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/counter/pdf/10.1186/s12911-022-01983-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055506482","display_name":"Anna S. Levin","orcid":"https://orcid.org/0000-0003-2427-8368"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]},{"id":"https://openalex.org/I4210148978","display_name":"Hospital de Cl\u00ednicas da Unicamp","ror":"https://ror.org/05g89bp20","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210148978"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Anna S. Levin","raw_affiliation_strings":["Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil. gcih.adm@hc.fm.usp.br","Department of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil. gcih.adm@hc.fm.usp.br","Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil. gcih.adm@hc.fm.usp.br","Department of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil. gcih.adm@hc.fm.usp.br","institution_ids":["https://openalex.org/I4210145268","https://openalex.org/I4210148978"]},{"raw_affiliation_string":"Department of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil. gcih.adm@hc.fm.usp.br","institution_ids":["https://openalex.org/I4210145268"]},{"raw_affiliation_string":"Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil. gcih.adm@hc.fm.usp.br","institution_ids":["https://openalex.org/I4210145268"]},{"raw_affiliation_string":"Department of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047734340","display_name":"Maristela Pinheiro Freire","orcid":"https://orcid.org/0000-0002-9691-192X"},"institutions":[{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maristela P. Freire","raw_affiliation_strings":["Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210145268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022892800","display_name":"Maura Salaroli de Oliveira","orcid":"https://orcid.org/0000-0001-8508-2612"},"institutions":[{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maura Salaroli de Oliveira","raw_affiliation_strings":["Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210145268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005958656","display_name":"Ana Catharina de Seixas Santos Nastri","orcid":"https://orcid.org/0000-0001-5415-6156"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Catharina S. Nastri","raw_affiliation_strings":["Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007939622","display_name":"Leila Suemi Harima Letaif","orcid":"https://orcid.org/0000-0003-0713-6560"},"institutions":[{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leila S. Harima","raw_affiliation_strings":["Clinical Director's Office, Hospital das Cl\u00ednicas, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Director's Office, Hospital das Cl\u00ednicas, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210145268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086624368","display_name":"Lauro Vieira Perdig\u00e3o Neto","orcid":"https://orcid.org/0000-0002-7681-8090"},"institutions":[{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lauro Vieira Perdig\u00e3o-Neto","raw_affiliation_strings":["Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210145268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068924009","display_name":"Marcello Mihailenko Chaves Magri","orcid":"https://orcid.org/0000-0001-7996-8265"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcello M. Magri","raw_affiliation_strings":["Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012537451","display_name":"Gabriel Fialkovitz","orcid":"https://orcid.org/0000-0002-3638-454X"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gabriel Fialkovitz","raw_affiliation_strings":["Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007367071","display_name":"Pedro H. M. F. Figueiredo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro H. M. F. Figueiredo","raw_affiliation_strings":["N\u00facleo de Vigil\u00e2ncia Epidemiol\u00f3gica, Hospital das Cl\u00ednicas, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"N\u00facleo de Vigil\u00e2ncia Epidemiol\u00f3gica, Hospital das Cl\u00ednicas, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210145268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066423148","display_name":"Rinaldo Focaccia Siciliano","orcid":"https://orcid.org/0000-0002-5413-7091"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rinaldo Focaccia Siciliano","raw_affiliation_strings":["Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071061513","display_name":"\u00c9ster Cerdeira Sabino","orcid":"https://orcid.org/0000-0003-2623-5126"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ester C. Sabino","raw_affiliation_strings":["Department of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067882639","display_name":"Danilo Carlotti","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Danilo P. N. Carlotti","raw_affiliation_strings":["Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027783296","display_name":"Davi Silva Rodrigues","orcid":"https://orcid.org/0000-0003-0286-5318"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Davi Silva Rodrigues","raw_affiliation_strings":["Laboratory of Computer Applications for Health Care; School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","Laboratory of Computer Applications for Health Care"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Computer Applications for Health Care; School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Laboratory of Computer Applications for Health Care","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054257245","display_name":"F\u00e1tima L. S. Nunes","orcid":"https://orcid.org/0000-0003-0040-0752"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"F\u00e1tima L. S. Nunes","raw_affiliation_strings":["Laboratory of Computer Applications for Health Care; School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","Laboratory of Computer Applications for Health Care"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Computer Applications for Health Care; School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Laboratory of Computer Applications for Health Care","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008405795","display_name":"Jo\u00e3o Eduardo Ferreira","orcid":"https://orcid.org/0000-0001-9607-2014"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Eduardo Ferreira","raw_affiliation_strings":["Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":null,"display_name":"HCFMUSP COVID-19 Study Group","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"HCFMUSP COVID-19 Study Group","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048182376","display_name":"Geraldo F. Busatto","orcid":"https://orcid.org/0000-0003-4749-4602"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geraldo Busatto Filho","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065178869","display_name":"Elo\u00edsa Bonf\u00e1","orcid":"https://orcid.org/0000-0002-0520-4681"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eloisa Bonf\u00e1","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103179921","display_name":"Edivaldo Utiyama","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edivaldo Utiyama","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058132377","display_name":"Alu\u00edsio Augusto Cotrim Segurado","orcid":"https://orcid.org/0000-0002-6311-8036"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aluisio Segurado","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071665606","display_name":"Beatriz Perondi","orcid":"https://orcid.org/0000-0003-2280-642X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Beatriz Perondi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031659161","display_name":"Anna M. Morais","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anna M. Morais","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026984266","display_name":"Amanda C. Montal","orcid":"https://orcid.org/0000-0002-6478-6925"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amanda Montal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053092599","display_name":"Solange Fusco","orcid":"https://orcid.org/0000-0002-1243-1743"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Solange Fusco","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041052452","display_name":"Marjorie Fregonesi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marjorie Fregonesi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066602771","display_name":"Marcelo Peres Rocha","orcid":"https://orcid.org/0000-0002-6869-6468"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marcelo Rocha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029298598","display_name":"Izabel Marc\u00edlio","orcid":"https://orcid.org/0000-0002-2914-6535"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Izabel Marcilio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010858151","display_name":"Izabel C. Rios","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Izabel C. Rios","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Fabiane","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fabiane","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009934833","display_name":"Yumeko Kawano","orcid":"https://orcid.org/0000-0003-2423-5982"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Y. O. Kawano","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021110589","display_name":"M. Amelia de Jesus","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Amelia de Jesus","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051400480","display_name":"Esper G. Kall\u00e1s","orcid":"https://orcid.org/0000-0003-2026-6925"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Esper G. Kallas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079267347","display_name":"Carolina Marmo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carolina Marmo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022200413","display_name":"Clarice Tanaka","orcid":"https://orcid.org/0000-0003-3900-5944"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Clarice Tanaka","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021741496","display_name":"Heraldo Possolo de Souza","orcid":"https://orcid.org/0000-0003-2499-5674"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heraldo P. de Souza","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021259047","display_name":"J\u00falio Fl\u00e1vio Meirelles Marchini","orcid":"https://orcid.org/0000-0002-2279-1945"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julio F. M. Marchini","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037340676","display_name":"Carlos Roberto Ribeiro de Carvalho","orcid":"https://orcid.org/0000-0002-1618-8509"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Carvalho","raw_affiliation_strings":["Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035219656","display_name":"Juliana Carvalho Ferreira","orcid":"https://orcid.org/0000-0001-6548-1384"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Juliana C. Ferreira","raw_affiliation_strings":["Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045164159","display_name":"Tha\u00eds Guimar\u00e3es","orcid":"https://orcid.org/0000-0002-7282-5453"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thais Guimaraes","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047388867","display_name":"Carolina S. L\u00e1zari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carolina S. Lazari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110196385","display_name":"Alberto J. S. Duarte","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alberto J. S. Duarte","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048439343","display_name":"M. Cristina Braido","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Cristina Braido","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009348481","display_name":"Perigio B. Francisco","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. B. Francisco","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5003824515","display_name":"S\u00edlvia Figueiredo Costa","orcid":"https://orcid.org/0000-0003-1087-752X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silvia F. Costa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":44,"corresponding_author_ids":["https://openalex.org/A5055506482"],"corresponding_institution_ids":["https://openalex.org/I17974374","https://openalex.org/I4210145268","https://openalex.org/I4210148978"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":0.1008,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44296596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"22","issue":"1","first_page":"246","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.301800012588501,"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":0.301800012588501,"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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.1687999963760376,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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":0.12530000507831573,"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/medical-prescription","display_name":"Medical prescription","score":0.8136491179466248},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7573107481002808},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6799447536468506},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.6169155240058899},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.54405677318573},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.492367148399353},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4600162208080292},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.4316169321537018},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4304760694503784},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.40976667404174805},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.3737780451774597},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3272022604942322},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3186599016189575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.13416898250579834},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.12174305319786072},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10228106379508972},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.08518919348716736}],"concepts":[{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.8136491179466248},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7573107481002808},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6799447536468506},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.6169155240058899},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.54405677318573},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.492367148399353},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4600162208080292},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.4316169321537018},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4304760694503784},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.40976667404174805},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3737780451774597},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3272022604942322},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3186599016189575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.13416898250579834},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.12174305319786072},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10228106379508972},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.08518919348716736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000093485","descriptor_name":"COVID-19 Drug Treatment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000093485","descriptor_name":"COVID-19 Drug Treatment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000093485","descriptor_name":"COVID-19 Drug Treatment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000093485","descriptor_name":"COVID-19 Drug Treatment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000925","descriptor_name":"Anticoagulants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000925","descriptor_name":"Anticoagulants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000925","descriptor_name":"Anticoagulants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000925","descriptor_name":"Anticoagulants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","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":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-022-01983-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-022-01983-7","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01983-7","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:36131274","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36131274","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:doaj.org/article:c7b21d274d8b4e08ab211ed9ef305dc1","is_oa":true,"landing_page_url":"https://doaj.org/article/c7b21d274d8b4e08ab211ed9ef305dc1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 22, Iss 1, Pp 1-9 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9490728","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9490728","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":"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/s12911-022-01983-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-022-01983-7","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01983-7","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":[],"awards":[{"id":"https://openalex.org/G4448468226","display_name":null,"funder_award_id":"MR/S0195/1","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5918026263","display_name":null,"funder_award_id":"MR/S0195/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G6981316104","display_name":null,"funder_award_id":"2020/12859-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8415457339","display_name":null,"funder_award_id":"COVID-19","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G8675031160","display_name":null,"funder_award_id":"2020/07205-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4296709906.pdf","grobid_xml":"https://content.openalex.org/works/W4296709906.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2011301426","https://openalex.org/W2024847369","https://openalex.org/W2025801951","https://openalex.org/W2109553965","https://openalex.org/W2135053160","https://openalex.org/W2419564999","https://openalex.org/W2766098643","https://openalex.org/W2994810152","https://openalex.org/W3042270788","https://openalex.org/W3043975336","https://openalex.org/W3095251247","https://openalex.org/W3096890943","https://openalex.org/W3098019732","https://openalex.org/W3102982262","https://openalex.org/W3107851654","https://openalex.org/W3126961649","https://openalex.org/W3155566894","https://openalex.org/W3189793200","https://openalex.org/W3209139362","https://openalex.org/W4205922819","https://openalex.org/W4210642183","https://openalex.org/W4212891121","https://openalex.org/W4231969161"],"related_works":["https://openalex.org/W2374763343","https://openalex.org/W2768709370","https://openalex.org/W3203399391","https://openalex.org/W3089615321","https://openalex.org/W1997914857","https://openalex.org/W2412318721","https://openalex.org/W3209802769","https://openalex.org/W2109228181","https://openalex.org/W3204549863","https://openalex.org/W2325434920"],"abstract_inverted_index":{"BACKGROUND:":[0],"Optimal":[1],"COVID-19":[2],"management":[3,209],"is":[4,41],"still":[5],"undefined.":[6],"In":[7,157],"this":[8,39],"complicated":[9],"scenario,":[10],"the":[11,44,113,122,165],"construction":[12],"of":[13,18,38,62,112,125,167,188,213],"a":[14,81,176,182],"computational":[15],"model":[16],"capable":[17],"extracting":[19],"information":[20],"from":[21,58,191],"electronic":[22],"medical":[23,29,60],"records,":[24],"correlating":[25],"signs,":[26],"symptoms":[27],"and":[28,49,68,90,100,184,198,203,210],"prescriptions,":[30,66],"could":[31],"improve":[32],"patient":[33,101],"management/prognosis.":[34],"METHODS:":[35],"The":[36,70],"aim":[37],"study":[40],"to":[42,174,206],"investigate":[43],"correlation":[45,78,92,177],"between":[46,98,153,178],"drug":[47,65],"prescriptions":[48],"outcome":[50,71],"in":[51,146,164,181,201],"patients":[52,214],"with":[53,88,117,136,215],"COVID-19.":[54,192,216],"We":[55,76,95],"extracted":[56],"data":[57,190],"3674":[59],"records":[61],"hospitalized":[63],"patients:":[64],"outcome,":[67,137],"demographics.":[69],"evaluated":[72],"was":[73],"hospital":[74],"outcome.":[75],"applied":[77],"analysis":[79],"using":[80],"Logistic":[82],"Regression":[83],"algorithm":[84],"for":[85],"machine":[86],"learning":[87],"Lasso":[89],"Matthews":[91],"coefficient.":[93],"RESULTS:":[94],"found":[96],"correlations":[97],"drugs":[99],"outcomes":[102],"(death/discharged":[103],"alive).":[104],"Anticoagulants,":[105],"used":[106],"very":[107,128],"frequently":[108,129],"during":[109],"all":[110],"phases":[111],"disease,":[114],"were":[115,133,150,172],"associated":[116],"good":[118],"prognosis":[119,212],"only":[120],"after":[121],"first":[123],"week":[124],"symptoms.":[126],"Antibiotics":[127],"prescribed,":[130],"especially":[131],"early,":[132],"not":[134,143],"correlated":[135],"suggesting":[138],"that":[139],"bacterial":[140],"infections":[141],"may":[142],"be":[144],"important":[145,162],"determining":[147],"prognosis.":[148],"There":[149],"no":[151],"differences":[152],"age":[154],"groups.":[155],"CONCLUSIONS:":[156],"conclusion,":[158],"we":[159,171],"achieved":[160],"an":[161,196],"result":[163],"area":[166],"Artificial":[168],"Intelligence,":[169],"as":[170],"able":[173],"establish":[175],"concrete":[179],"variables":[180],"real":[183],"extremely":[185],"complex":[186],"environment":[187],"clinical":[189],"Our":[193],"results":[194],"are":[195],"initial":[197],"promising":[199],"contribution":[200],"decision-making":[202],"real-time":[204],"environments":[205],"support":[207],"resource":[208],"forecasting":[211]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
