{"id":"https://openalex.org/W2991141220","doi":"https://doi.org/10.1038/s41746-019-0192-z","title":"Machine learning can accurately predict pre-admission baseline hemoglobin and creatinine in intensive care patients","display_name":"Machine learning can accurately predict pre-admission baseline hemoglobin and creatinine in intensive care patients","publication_year":2019,"publication_date":"2019-11-29","ids":{"openalex":"https://openalex.org/W2991141220","doi":"https://doi.org/10.1038/s41746-019-0192-z","mag":"2991141220","pmid":"https://pubmed.ncbi.nlm.nih.gov/31815192"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-019-0192-z","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-019-0192-z","pdf_url":"https://www.nature.com/articles/s41746-019-0192-z.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-019-0192-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003508224","display_name":"Antonin Dauvin","orcid":"https://orcid.org/0000-0002-4585-6246"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210139461","display_name":"Laboratoire d'Informatique de l'\u00c9cole Polytechnique","ror":"https://ror.org/04afed728","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210139461","https://openalex.org/I4210145102","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Antonin Dauvin","raw_affiliation_strings":["1Massachusetts Institute of Technology, Cambridge, MA USA","2Department of Applied Mathematics, Ecole Polytechnique, Palaiseau, France","Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4585-6246","affiliations":[{"raw_affiliation_string":"1Massachusetts Institute of Technology, Cambridge, MA USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"2Department of Applied Mathematics, Ecole Polytechnique, Palaiseau, France","institution_ids":["https://openalex.org/I142476485","https://openalex.org/I4210139461"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071763067","display_name":"Carolina Donado","orcid":"https://orcid.org/0000-0003-4345-9201"},"institutions":[{"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"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carolina Donado","raw_affiliation_strings":["3Harvard Medical School, Boston, MA USA","Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"3Harvard Medical School, Boston, MA USA","institution_ids":["https://openalex.org/I1286490081"]},{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000257122","display_name":"Patrik B\u00e4chtiger","orcid":"https://orcid.org/0000-0002-3502-8869"},"institutions":[{"id":"https://openalex.org/I1337960435","display_name":"Massachusetts Department of Public Health","ror":"https://ror.org/050c9qp51","country_code":"US","type":"government","lineage":["https://openalex.org/I1337960435","https://openalex.org/I402481858"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrik Bachtiger","raw_affiliation_strings":["4Harvard T.H. Chan School of Public Health, Boston, MA USA","Harvard T.H. Chan School of Public Health, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"4Harvard T.H. Chan School of Public Health, Boston, MA USA","institution_ids":["https://openalex.org/I1337960435"]},{"raw_affiliation_string":"Harvard T.H. Chan School of Public Health, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027312197","display_name":"Ke-Chun Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ke-Chun Huang","raw_affiliation_strings":["1Massachusetts Institute of Technology, Cambridge, MA USA","Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1Massachusetts Institute of Technology, Cambridge, MA USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071187821","display_name":"Christopher Martin Sauer","orcid":"https://orcid.org/0000-0002-2388-5919"},"institutions":[{"id":"https://openalex.org/I1337960435","display_name":"Massachusetts Department of Public Health","ror":"https://ror.org/050c9qp51","country_code":"US","type":"government","lineage":["https://openalex.org/I1337960435","https://openalex.org/I402481858"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Martin Sauer","raw_affiliation_strings":["1Massachusetts Institute of Technology, Cambridge, MA USA","4Harvard T.H. Chan School of Public Health, Boston, MA USA","Harvard T.H. Chan School of Public Health, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2388-5919","affiliations":[{"raw_affiliation_string":"1Massachusetts Institute of Technology, Cambridge, MA USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"4Harvard T.H. Chan School of Public Health, Boston, MA USA","institution_ids":["https://openalex.org/I1337960435"]},{"raw_affiliation_string":"Harvard T.H. Chan School of Public Health, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022687646","display_name":"Daniele Ramazzotti","orcid":"https://orcid.org/0000-0002-6087-2666"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniele Ramazzotti","raw_affiliation_strings":["5Department of Pathology, Stanford University, Stanford, CA USA","Department of Pathology, Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"5Department of Pathology, Stanford University, Stanford, CA USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Pathology, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050432621","display_name":"Matteo Bonvini","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matteo Bonvini","raw_affiliation_strings":["6Department of Statistics & Data Science, Carnegie Mellon University, Pennsylvania, USA","Department of Statistics & Data Science, Carnegie Mellon University, Pennsylvania, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"6Department of Statistics & Data Science, Carnegie Mellon University, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Department of Statistics & Data Science, Carnegie Mellon University, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031401755","display_name":"Leo Anthony Celi","orcid":"https://orcid.org/0000-0001-6712-6626"},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Leo Anthony Celi","raw_affiliation_strings":["1Massachusetts Institute of Technology, Cambridge, MA USA","7Beth Israel Deaconess Medical Center, Boston, MA USA","Beth Israel Deaconess Medical Center, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6712-6626","affiliations":[{"raw_affiliation_string":"1Massachusetts Institute of Technology, Cambridge, MA USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"7Beth Israel Deaconess Medical Center, Boston, MA USA","institution_ids":["https://openalex.org/I1316535847"]},{"raw_affiliation_string":"Beth Israel Deaconess Medical Center, Boston, MA, USA","institution_ids":["https://openalex.org/I1316535847"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043927098","display_name":"Molly Douglas","orcid":"https://orcid.org/0000-0002-2567-3274"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Molly J. Douglas","raw_affiliation_strings":["8University of Arizona College of Medicine, Tucson, AZ USA","University of Arizona College of Medicine, Tucson, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"8University of Arizona College of Medicine, Tucson, AZ USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"University of Arizona College of Medicine, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5031401755","https://openalex.org/A5043927098"],"corresponding_institution_ids":["https://openalex.org/I1316535847","https://openalex.org/I138006243","https://openalex.org/I63966007"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":1.902,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.85813672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2","issue":"1","first_page":"116","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10693","display_name":"Blood transfusion and management","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2704","display_name":"Biochemistry"},"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/T10693","display_name":"Blood transfusion and management","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2704","display_name":"Biochemistry"},"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":0.9876999855041504,"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/T11534","display_name":"Erythropoietin and Anemia Treatment","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"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/creatinine","display_name":"Creatinine","score":0.7769345045089722},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6975302696228027},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6759552955627441},{"id":"https://openalex.org/keywords/intensive-care-unit","display_name":"Intensive care unit","score":0.6529600620269775},{"id":"https://openalex.org/keywords/hemoglobin","display_name":"Hemoglobin","score":0.5974276065826416},{"id":"https://openalex.org/keywords/acute-kidney-injury","display_name":"Acute kidney injury","score":0.5856835246086121},{"id":"https://openalex.org/keywords/renal-function","display_name":"Renal function","score":0.5661785006523132},{"id":"https://openalex.org/keywords/anemia","display_name":"Anemia","score":0.4949035048484802},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3711842894554138},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3542393445968628},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.33031150698661804}],"concepts":[{"id":"https://openalex.org/C2780306776","wikidata":"https://www.wikidata.org/wiki/Q426660","display_name":"Creatinine","level":2,"score":0.7769345045089722},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6975302696228027},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6759552955627441},{"id":"https://openalex.org/C2776376669","wikidata":"https://www.wikidata.org/wiki/Q5094647","display_name":"Intensive care unit","level":2,"score":0.6529600620269775},{"id":"https://openalex.org/C2778917026","wikidata":"https://www.wikidata.org/wiki/Q43041","display_name":"Hemoglobin","level":2,"score":0.5974276065826416},{"id":"https://openalex.org/C2780472472","wikidata":"https://www.wikidata.org/wiki/Q424337","display_name":"Acute kidney injury","level":2,"score":0.5856835246086121},{"id":"https://openalex.org/C159641895","wikidata":"https://www.wikidata.org/wiki/Q108377937","display_name":"Renal function","level":2,"score":0.5661785006523132},{"id":"https://openalex.org/C2778248108","wikidata":"https://www.wikidata.org/wiki/Q5445","display_name":"Anemia","level":2,"score":0.4949035048484802},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3711842894554138},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3542393445968628},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.33031150698661804},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-019-0192-z","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-019-0192-z","pdf_url":"https://www.nature.com/articles/s41746-019-0192-z.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:31815192","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31815192","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:boa.unimib.it:10281/285194","is_oa":true,"landing_page_url":"http://hdl.handle.net/10281/285194","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:6e83e1f529c140e9916675a4853aaa52","is_oa":true,"landing_page_url":"https://doaj.org/article/6e83e1f529c140e9916675a4853aaa52","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 2, Iss 1, Pp 1-10 (2019)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6884624","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6884624","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":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-019-0192-z","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-019-0192-z","pdf_url":"https://www.nature.com/articles/s41746-019-0192-z.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","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":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4699999988079071,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309369","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2991141220.pdf","grobid_xml":"https://content.openalex.org/works/W2991141220.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W127034668","https://openalex.org/W1569453728","https://openalex.org/W1898928487","https://openalex.org/W1996796871","https://openalex.org/W2011301426","https://openalex.org/W2026274122","https://openalex.org/W2042729262","https://openalex.org/W2043575472","https://openalex.org/W2061939373","https://openalex.org/W2069816479","https://openalex.org/W2071637551","https://openalex.org/W2089529115","https://openalex.org/W2101234009","https://openalex.org/W2107978811","https://openalex.org/W2111547563","https://openalex.org/W2112821641","https://openalex.org/W2121100292","https://openalex.org/W2130861663","https://openalex.org/W2136098489","https://openalex.org/W2139293691","https://openalex.org/W2141019052","https://openalex.org/W2145172939","https://openalex.org/W2147462315","https://openalex.org/W2152726215","https://openalex.org/W2167202211","https://openalex.org/W2199135087","https://openalex.org/W2295598076","https://openalex.org/W2342249984","https://openalex.org/W2396881363","https://openalex.org/W2542719835","https://openalex.org/W2556500673","https://openalex.org/W2557738935","https://openalex.org/W2558869262","https://openalex.org/W2582743722","https://openalex.org/W2604736517","https://openalex.org/W2617669016","https://openalex.org/W2664267452","https://openalex.org/W2771817472","https://openalex.org/W2805598599","https://openalex.org/W2808622828","https://openalex.org/W2811157820","https://openalex.org/W2899768131","https://openalex.org/W2900258660","https://openalex.org/W2902644322","https://openalex.org/W2905810301","https://openalex.org/W2911964244","https://openalex.org/W2964696298","https://openalex.org/W3102476541","https://openalex.org/W3145153385","https://openalex.org/W4285719527","https://openalex.org/W4293242440","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W1557905920","https://openalex.org/W2043093291","https://openalex.org/W2101155126"],"abstract_inverted_index":{"Patients":[0],"admitted":[1],"to":[2,20,55,59],"the":[3,22,57,61,64],"intensive":[4],"care":[5],"unit":[6],"frequently":[7],"have":[8],"anemia":[9],"and":[10,51,83],"impaired":[11],"renal":[12],"function,":[13],"but":[14],"often":[15],"lack":[16],"historical":[17],"blood":[18],"results":[19],"contextualize":[21],"acuteness":[23],"of":[24,33,79,96],"these":[25],"findings.":[26],"Using":[27],"data":[28],"available":[29],"within":[30],"two":[31],"hours":[32],"ICU":[34],"admission,":[35],"we":[36],"developed":[37],"machine":[38,68],"learning":[39,69],"models":[40],"that":[41],"accurately":[42],"(AUC":[43],"0.86-0.89)":[44],"classify":[45],"an":[46],"individual":[47],"patient's":[48],"baseline":[49,58,88],"hemoglobin":[50,89,95],"creatinine":[52,81],"levels.":[53],"Compared":[54],"assuming":[56],"be":[60],"same":[62],"as":[63],"admission":[65,94],"lab":[66],"value,":[67,82],"performed":[70],"significantly":[71,84],"better":[72,85],"at":[73,86],"classifying":[74],"acute":[75],"kidney":[76],"injury":[77],"regardless":[78],"initial":[80],"predicting":[87],"value":[90],"in":[91],"patients":[92],"with":[93],"<10":[97],"g/dl.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":3}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
