{"id":"https://openalex.org/W4392541967","doi":"https://doi.org/10.1093/jamia/ocae004","title":"Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized controlled trials","display_name":"Personalizing renal replacement therapy initiation in the intensive care unit: a reinforcement learning-based strategy with external validation on the AKIKI randomized controlled trials","publication_year":2024,"publication_date":"2024-01-17","ids":{"openalex":"https://openalex.org/W4392541967","doi":"https://doi.org/10.1093/jamia/ocae004","pmid":"https://pubmed.ncbi.nlm.nih.gov/38452293"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocae004","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocae004","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://pmc.ncbi.nlm.nih.gov/articles/PMC11031229/pdf/ocae004.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009906995","display_name":"Fran\u00e7ois Grolleau","orcid":"https://orcid.org/0000-0001-7873-7772"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210133078","display_name":"H\u00f4tel-Dieu de Paris","ror":"https://ror.org/03jmjy508","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210124464","https://openalex.org/I4210133078"]},{"id":"https://openalex.org/I4387154308","display_name":"Centre de Recherche \u00c9pid\u00e9miologie et Statistique","ror":"https://ror.org/00t9egj41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210088668","https://openalex.org/I4210091279","https://openalex.org/I4387154308"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Fran\u00e7ois Grolleau","raw_affiliation_strings":["Centre d\u2019Epid\u00e9miologie Clinique, AP-HP, H\u00f4pital H\u00f4tel Dieu , Paris, F-75004, France","Universit\u00e9 Paris Cit\u00e9 and Universit\u00e9 Sorbonne Paris Nord, INSERM, INRAE, Center for Research in Epidemiology and StatisticS (CRESS) , Paris, F-75004, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019Epid\u00e9miologie Clinique, AP-HP, H\u00f4pital H\u00f4tel Dieu , Paris, F-75004, France","institution_ids":["https://openalex.org/I4210133078","https://openalex.org/I4210097159"]},{"raw_affiliation_string":"Universit\u00e9 Paris Cit\u00e9 and Universit\u00e9 Sorbonne Paris Nord, INSERM, INRAE, Center for Research in Epidemiology and StatisticS (CRESS) , Paris, F-75004, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4387154308","https://openalex.org/I4210091437","https://openalex.org/I4210091279","https://openalex.org/I39804081","https://openalex.org/I154526488","https://openalex.org/I4210088668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101816141","display_name":"Fran\u00e7ois Petit","orcid":"https://orcid.org/0000-0003-2258-170X"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]},{"id":"https://openalex.org/I4387154308","display_name":"Centre de Recherche \u00c9pid\u00e9miologie et Statistique","ror":"https://ror.org/00t9egj41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210088668","https://openalex.org/I4210091279","https://openalex.org/I4387154308"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Petit","raw_affiliation_strings":["Universit\u00e9 Paris Cit\u00e9 and Universit\u00e9 Sorbonne Paris Nord, INSERM, INRAE, Center for Research in Epidemiology and StatisticS (CRESS) , Paris, F-75004, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris Cit\u00e9 and Universit\u00e9 Sorbonne Paris Nord, INSERM, INRAE, Center for Research in Epidemiology and StatisticS (CRESS) , Paris, F-75004, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4387154308","https://openalex.org/I4210091437","https://openalex.org/I4210091279","https://openalex.org/I39804081","https://openalex.org/I154526488","https://openalex.org/I4210088668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082787613","display_name":"St\u00e8phane Gaudry","orcid":"https://orcid.org/0000-0002-1105-6785"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210129146","display_name":"H\u00f4pital Avicenne","ror":"https://ror.org/03n6vs369","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210129146"]},{"id":"https://openalex.org/I4210166768","display_name":"H\u00f4pital Tenon","ror":"https://ror.org/05h5v3c50","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210166768"]},{"id":"https://openalex.org/I4390039341","display_name":"Maladies r\u00e9nales fr\u00e9quentes et rares : des m\u00e9canismes mol\u00e9culaires \u00e0 la m\u00e9decine personnalis\u00e9e","ror":"https://ror.org/01x3ydm75","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4390039341"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phane Gaudry","raw_affiliation_strings":["Health Care Simulation Center, UFR SMBH, Sorbonne Paris Cit\u00e9 , Bobigny, 93017, France","INSERM UMR S1155, Sorbonne Universit\u00e9, CORAKID, H\u00f4pital Tenon , Paris, 75020, France","Service de R\u00e9animation M\u00e9dico-Chirurgicale, AP-HP, H\u00f4pital Avicenne, Universit\u00e9 Sorbonne Paris Nord , Bobigny, 93430, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Health Care Simulation Center, UFR SMBH, Sorbonne Paris Cit\u00e9 , Bobigny, 93017, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210091437"]},{"raw_affiliation_string":"INSERM UMR S1155, Sorbonne Universit\u00e9, CORAKID, H\u00f4pital Tenon , Paris, 75020, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210166768","https://openalex.org/I4390039341"]},{"raw_affiliation_string":"Service de R\u00e9animation M\u00e9dico-Chirurgicale, AP-HP, H\u00f4pital Avicenne, Universit\u00e9 Sorbonne Paris Nord , Bobigny, 93430, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210129146","https://openalex.org/I4210097159","https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112672589","display_name":"\u00c9lise Diard","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210133078","display_name":"H\u00f4tel-Dieu de Paris","ror":"https://ror.org/03jmjy508","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210124464","https://openalex.org/I4210133078"]},{"id":"https://openalex.org/I4387154308","display_name":"Centre de Recherche \u00c9pid\u00e9miologie et Statistique","ror":"https://ror.org/00t9egj41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210088668","https://openalex.org/I4210091279","https://openalex.org/I4387154308"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"\u00c9lise Diard","raw_affiliation_strings":["Centre d\u2019Epid\u00e9miologie Clinique, AP-HP, H\u00f4pital H\u00f4tel Dieu , Paris, F-75004, France","Universit\u00e9 Paris Cit\u00e9 and Universit\u00e9 Sorbonne Paris Nord, INSERM, INRAE, Center for Research in Epidemiology and StatisticS (CRESS) , Paris, F-75004, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019Epid\u00e9miologie Clinique, AP-HP, H\u00f4pital H\u00f4tel Dieu , Paris, F-75004, France","institution_ids":["https://openalex.org/I4210133078","https://openalex.org/I4210097159"]},{"raw_affiliation_string":"Universit\u00e9 Paris Cit\u00e9 and Universit\u00e9 Sorbonne Paris Nord, INSERM, INRAE, Center for Research in Epidemiology and StatisticS (CRESS) , Paris, F-75004, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4387154308","https://openalex.org/I4210091437","https://openalex.org/I4210091279","https://openalex.org/I39804081","https://openalex.org/I154526488","https://openalex.org/I4210088668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086344364","display_name":"Jean\u2010Pierre Quenot","orcid":"https://orcid.org/0000-0003-2351-682X"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]},{"id":"https://openalex.org/I4210139033","display_name":"Centre de recherche Translationnelle en M\u00e9decine mol\u00e9culaire","ror":"https://ror.org/04d70nb60","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I159885104","https://openalex.org/I2746051580","https://openalex.org/I4210117091","https://openalex.org/I4210135996","https://openalex.org/I4210139033","https://openalex.org/I4399657933","https://openalex.org/I4405253280"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Pierre Quenot","raw_affiliation_strings":["Department of Intensive Care, Fran\u00e7ois Mitterrand University Hospital , Dijon, 21000, France","INSERM CIC 1432, Clinical Epidemiology, University of Burgundy , Dijon, 21000, France","Lipness Team, INSERM Research Center, LNC-UMR1231 and LabEx LipSTIC , Dijon, 21000, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Intensive Care, Fran\u00e7ois Mitterrand University Hospital , Dijon, 21000, France","institution_ids":[]},{"raw_affiliation_string":"INSERM CIC 1432, Clinical Epidemiology, University of Burgundy , Dijon, 21000, France","institution_ids":["https://openalex.org/I177064439","https://openalex.org/I154526488"]},{"raw_affiliation_string":"Lipness Team, INSERM Research Center, LNC-UMR1231 and LabEx LipSTIC , Dijon, 21000, France","institution_ids":["https://openalex.org/I4210139033","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112328245","display_name":"Didier Dreyfuss","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210087884","display_name":"H\u00f4pital Louis-Mourier","ror":"https://ror.org/004nnf780","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210087884","https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210166768","display_name":"H\u00f4pital Tenon","ror":"https://ror.org/05h5v3c50","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210166768"]},{"id":"https://openalex.org/I4390039341","display_name":"Maladies r\u00e9nales fr\u00e9quentes et rares : des m\u00e9canismes mol\u00e9culaires \u00e0 la m\u00e9decine personnalis\u00e9e","ror":"https://ror.org/01x3ydm75","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4390039341"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Didier Dreyfuss","raw_affiliation_strings":["INSERM UMR S1155, Sorbonne Universit\u00e9, CORAKID, H\u00f4pital Tenon , Paris, 75020, France","Service de M\u00e9decine Intensive-R\u00e9animation, Sorbonne Universit\u00e9, H\u00f4pital Louis Mourier, AP-HP, Universit\u00e9 Paris-Cit\u00e9 , Paris, F-75018, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM UMR S1155, Sorbonne Universit\u00e9, CORAKID, H\u00f4pital Tenon , Paris, 75020, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210166768","https://openalex.org/I4390039341"]},{"raw_affiliation_string":"Service de M\u00e9decine Intensive-R\u00e9animation, Sorbonne Universit\u00e9, H\u00f4pital Louis Mourier, AP-HP, Universit\u00e9 Paris-Cit\u00e9 , Paris, F-75018, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I204730241","https://openalex.org/I4210087884","https://openalex.org/I4210097159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066824550","display_name":"Viet-Thi Tran","orcid":"https://orcid.org/0000-0003-1863-6739"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210133078","display_name":"H\u00f4tel-Dieu de Paris","ror":"https://ror.org/03jmjy508","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210124464","https://openalex.org/I4210133078"]},{"id":"https://openalex.org/I4387154308","display_name":"Centre de Recherche \u00c9pid\u00e9miologie et Statistique","ror":"https://ror.org/00t9egj41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210088668","https://openalex.org/I4210091279","https://openalex.org/I4387154308"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Viet-Thi Tran","raw_affiliation_strings":["Centre d\u2019Epid\u00e9miologie Clinique, AP-HP, H\u00f4pital H\u00f4tel Dieu , Paris, F-75004, France","Universit\u00e9 Paris Cit\u00e9 and Universit\u00e9 Sorbonne Paris Nord, INSERM, INRAE, Center for Research in Epidemiology and StatisticS (CRESS) , Paris, F-75004, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019Epid\u00e9miologie Clinique, AP-HP, H\u00f4pital H\u00f4tel Dieu , Paris, F-75004, France","institution_ids":["https://openalex.org/I4210133078","https://openalex.org/I4210097159"]},{"raw_affiliation_string":"Universit\u00e9 Paris Cit\u00e9 and Universit\u00e9 Sorbonne Paris Nord, INSERM, INRAE, Center for Research in Epidemiology and StatisticS (CRESS) , Paris, F-75004, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4387154308","https://openalex.org/I4210091437","https://openalex.org/I4210091279","https://openalex.org/I39804081","https://openalex.org/I154526488","https://openalex.org/I4210088668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066493529","display_name":"Rapha\u00ebl Porcher","orcid":"https://orcid.org/0000-0002-5277-4679"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210133078","display_name":"H\u00f4tel-Dieu de Paris","ror":"https://ror.org/03jmjy508","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210124464","https://openalex.org/I4210133078"]},{"id":"https://openalex.org/I4387154308","display_name":"Centre de Recherche \u00c9pid\u00e9miologie et Statistique","ror":"https://ror.org/00t9egj41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210088668","https://openalex.org/I4210091279","https://openalex.org/I4387154308"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rapha\u00ebl Porcher","raw_affiliation_strings":["Centre d\u2019Epid\u00e9miologie Clinique, AP-HP, H\u00f4pital H\u00f4tel Dieu , Paris, F-75004, France","Universit\u00e9 Paris Cit\u00e9 and Universit\u00e9 Sorbonne Paris Nord, INSERM, INRAE, Center for Research in Epidemiology and StatisticS (CRESS) , Paris, F-75004, France"],"raw_orcid":"https://orcid.org/0000-0002-5277-4679","affiliations":[{"raw_affiliation_string":"Centre d\u2019Epid\u00e9miologie Clinique, AP-HP, H\u00f4pital H\u00f4tel Dieu , Paris, F-75004, France","institution_ids":["https://openalex.org/I4210133078","https://openalex.org/I4210097159"]},{"raw_affiliation_string":"Universit\u00e9 Paris Cit\u00e9 and Universit\u00e9 Sorbonne Paris Nord, INSERM, INRAE, Center for Research in Epidemiology and StatisticS (CRESS) , Paris, F-75004, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4387154308","https://openalex.org/I4210091437","https://openalex.org/I4210091279","https://openalex.org/I39804081","https://openalex.org/I154526488","https://openalex.org/I4210088668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5009906995"],"corresponding_institution_ids":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210088668","https://openalex.org/I4210091279","https://openalex.org/I4210091437","https://openalex.org/I4210097159","https://openalex.org/I4210133078","https://openalex.org/I4387154308"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":3.5027,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93903792,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"31","issue":"5","first_page":"1074","last_page":"1083"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10684","display_name":"Acute Kidney Injury Research","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"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/T10684","display_name":"Acute Kidney Injury Research","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"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/T10291","display_name":"Dialysis and Renal Disease Management","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"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":0.0013000000035390258,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/renal-replacement-therapy","display_name":"Renal replacement therapy","score":0.7787298560142517},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6919299364089966},{"id":"https://openalex.org/keywords/randomized-controlled-trial","display_name":"Randomized controlled trial","score":0.6523986458778381},{"id":"https://openalex.org/keywords/intensive-care-unit","display_name":"Intensive care unit","score":0.5690717101097107},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5183656811714172},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.5144081711769104},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44549113512039185},{"id":"https://openalex.org/keywords/clinical-trial","display_name":"Clinical trial","score":0.43661171197891235},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4341967701911926},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.40149667859077454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1902819275856018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16502413153648376},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1638077199459076}],"concepts":[{"id":"https://openalex.org/C2779541074","wikidata":"https://www.wikidata.org/wiki/Q185643","display_name":"Renal replacement therapy","level":2,"score":0.7787298560142517},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6919299364089966},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.6523986458778381},{"id":"https://openalex.org/C2776376669","wikidata":"https://www.wikidata.org/wiki/Q5094647","display_name":"Intensive care unit","level":2,"score":0.5690717101097107},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5183656811714172},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.5144081711769104},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44549113512039185},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.43661171197891235},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4341967701911926},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.40149667859077454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1902819275856018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16502413153648376},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1638077199459076},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016032","descriptor_name":"Randomized Controlled Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016032","descriptor_name":"Randomized Controlled Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016032","descriptor_name":"Randomized Controlled Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016032","descriptor_name":"Randomized Controlled Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016032","descriptor_name":"Randomized Controlled Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016638","descriptor_name":"Critical Illness","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D016638","descriptor_name":"Critical Illness","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D016638","descriptor_name":"Critical Illness","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D016638","descriptor_name":"Critical Illness","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D016638","descriptor_name":"Critical Illness","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D017582","descriptor_name":"Renal Replacement Therapy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D017582","descriptor_name":"Renal Replacement Therapy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D017582","descriptor_name":"Renal Replacement Therapy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D017582","descriptor_name":"Renal Replacement Therapy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D017582","descriptor_name":"Renal Replacement Therapy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D058186","descriptor_name":"Acute Kidney Injury","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1093/jamia/ocae004","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocae004","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:38452293","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38452293","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:europepmc.org:10695585","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11031229","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11031229/pdf/ocae004.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:HAL:hal-05212053v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05212053","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of the American Medical Informatics Association, 2024, 31 (5), pp.1074-1083. &#x27E8;10.1093/jamia/ocae004&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:10695585","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11031229","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11031229/pdf/ocae004.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G2994974975","display_name":null,"funder_award_id":"18-IDEX-0001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5838787665","display_name":null,"funder_award_id":"ANR-19-P3IA-0001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G626190807","display_name":null,"funder_award_id":"19-P3IA-0001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G643966982","display_name":null,"funder_award_id":"ANR-22-CPJ1-0047-01","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6876561401","display_name":null,"funder_award_id":"ANR-18","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8318455765","display_name":null,"funder_award_id":"ANR-19","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392541967.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1986546901","https://openalex.org/W2040935952","https://openalex.org/W2141559993","https://openalex.org/W2146081758","https://openalex.org/W2146384083","https://openalex.org/W2154206493","https://openalex.org/W2298338128","https://openalex.org/W2380810418","https://openalex.org/W2396881363","https://openalex.org/W2410842990","https://openalex.org/W2474213459","https://openalex.org/W2757504960","https://openalex.org/W2896124705","https://openalex.org/W2899842721","https://openalex.org/W2904730732","https://openalex.org/W2904833028","https://openalex.org/W2915687092","https://openalex.org/W2994741007","https://openalex.org/W3003165127","https://openalex.org/W3006905519","https://openalex.org/W3010551088","https://openalex.org/W3019339065","https://openalex.org/W3020371609","https://openalex.org/W3042687084","https://openalex.org/W3089762823","https://openalex.org/W3091897465","https://openalex.org/W3139812053","https://openalex.org/W3164049781","https://openalex.org/W3184194397","https://openalex.org/W3203103016","https://openalex.org/W4211157472","https://openalex.org/W4214717370","https://openalex.org/W4220717201","https://openalex.org/W4220941726","https://openalex.org/W4221040643","https://openalex.org/W4226209918","https://openalex.org/W4231760107","https://openalex.org/W4286448044","https://openalex.org/W4296471666","https://openalex.org/W4310155670","https://openalex.org/W6714580625","https://openalex.org/W6757129635","https://openalex.org/W6773485354"],"related_works":["https://openalex.org/W327453881","https://openalex.org/W2410120147","https://openalex.org/W4213336457","https://openalex.org/W2893455155","https://openalex.org/W1950312537","https://openalex.org/W4376872377","https://openalex.org/W4306904969","https://openalex.org/W2119024497","https://openalex.org/W2055927825","https://openalex.org/W2883256220"],"abstract_inverted_index":{"OBJECTIVE:":[0],"The":[1,195],"timely":[2],"initiation":[3,254],"of":[4,89,123,135,174,207,223],"renal":[5],"replacement":[6],"therapy":[7],"(RRT)":[8],"for":[9,28,53,58,92,125,237,252],"acute":[10],"kidney":[11],"injury":[12],"(AKI)":[13],"requires":[14],"sequential":[15],"decision-making":[16],"tailored":[17],"to":[18,80,83,179,186,191,199],"individuals'":[19],"evolving":[20],"characteristics.":[21],"To":[22],"learn":[23,81],"and":[24,41,55,112,156,167,181,230,242,246],"validate":[25],"optimal":[26],"strategies":[27,139,169,217],"RRT":[29,85,117,201,236,253],"initiation,":[30],"we":[31,130],"used":[32,49,75],"reinforcement":[33],"learning":[34],"on":[35,145],"clinical":[36],"data":[37],"from":[38],"routine":[39],"care":[40],"randomized":[42],"controlled":[43],"trials.":[44],"MATERIALS":[45],"AND":[46],"METHODS:":[47],"We":[48,74,98,148,240],"the":[50,87,104,132,153,159,165,220,232,256],"MIMIC-III":[51],"database":[52],"development":[54,154],"AKIKI":[56],"trials":[57],"validation.":[59],"Participants":[60],"were":[61],"adult":[62],"ICU":[63,226],"patients":[64,151,208,227],"with":[65],"severe":[66,90],"AKI":[67,91],"receiving":[68],"mechanical":[69],"ventilation":[70],"or":[71],"catecholamine":[72],"infusion.":[73],"a":[76,96,100,113,244],"doubly":[77],"robust":[78],"estimator":[79],"when":[82,118],"start":[84],"after":[86],"occurrence":[88],"three":[93],"days":[94,107,204,224],"in":[95,152,158,205,255],"row.":[97],"developed":[99,241],"\"crude":[101],"strategy\"":[102,115],"maximizing":[103],"population-level":[105],"hospital-free":[106],"at":[108],"day":[109],"60":[110],"(HFD60)":[111],"\"stringent":[114],"recommending":[116],"there":[119],"is":[120],"significant":[121],"evidence":[122],"benefit":[124],"an":[126,171],"individual.":[127],"For":[128],"validation,":[129,164],"evaluated":[131],"causal":[133],"effects":[134],"implementing":[136],"our":[137,216],"learned":[138],"versus":[140,209],"following":[141],"current":[142,192],"best":[143,193,212],"practices":[144],"HFD60.":[146],"RESULTS:":[147],"included":[149],"3748":[150],"set":[155],"1068":[157],"validation":[160],"set.":[161],"Through":[162],"external":[163],"crude":[166],"stringent":[168,196],"yielded":[170],"average":[172,221],"difference":[173],"13.7":[175],"[95%":[176,183],"CI":[177,184],"-5.3":[178],"35.7]":[180],"14.9":[182],"-3.2":[185],"39.2]":[187],"HFD60,":[188],"respectively,":[189],"compared":[190],"practices.":[194,213],"strategy":[197],"led":[198],"initiating":[200],"within":[202],"3":[203],"14%":[206],"38%":[210],"under":[211],"DISCUSSION:":[214],"Implementing":[215],"could":[218],"improve":[219],"number":[222],"that":[225],"spend":[228],"alive":[229],"outside":[231],"hospital":[233],"while":[234],"sparing":[235],"many.":[238],"CONCLUSION:":[239],"validated":[243],"practical":[245],"interpretable":[247],"dynamic":[248],"decision":[249],"support":[250],"system":[251],"ICU.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-23T08:51:43.019350","created_date":"2025-10-10T00:00:00"}
