{"id":"https://openalex.org/W3085643022","doi":"https://doi.org/10.1177/0003134820949523","title":"Predicting Discharge Disposition in Trauma Patients: Development, Validation, and Generalization of a Model Using the National Trauma Data Bank","display_name":"Predicting Discharge Disposition in Trauma Patients: Development, Validation, and Generalization of a Model Using the National Trauma Data Bank","publication_year":2020,"publication_date":"2020-09-11","ids":{"openalex":"https://openalex.org/W3085643022","doi":"https://doi.org/10.1177/0003134820949523","mag":"3085643022","pmid":"https://pubmed.ncbi.nlm.nih.gov/32915055"},"language":"en","primary_location":{"id":"doi:10.1177/0003134820949523","doi":"https://doi.org/10.1177/0003134820949523","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0003134820949523","pdf_url":null,"source":{"id":"https://openalex.org/S113474406","display_name":"The American Surgeon","issn_l":"0003-1348","issn":["0003-1348","1555-9823"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","ki-jl-1","medline","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Surgeon\u2122","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104014180","display_name":"Mitchell Graham","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mitchell Graham","raw_affiliation_strings":["Department of Surgery, Wright State University Boonshoft School of Medicine, Dayton, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Wright State University Boonshoft School of Medicine, Dayton, OH, USA","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034549847","display_name":"Pratik J. Parikh","orcid":"https://orcid.org/0000-0002-4564-1392","observed_orcids":["https://orcid.org/0000-0002-4564-1392"]},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pratik Parikh","raw_affiliation_strings":["Department of Biomedical, Industrial and Human Factors Engineering, Wright State University, Dayton, OH, USA","Department of Surgery, Wright State University Boonshoft School of Medicine, Dayton, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical, Industrial and Human Factors Engineering, Wright State University, Dayton, OH, USA","institution_ids":["https://openalex.org/I19648265"]},{"raw_affiliation_string":"Department of Surgery, Wright State University Boonshoft School of Medicine, Dayton, OH, USA","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021287730","display_name":"Sagarkumar Hirpara","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sagar Hirpara","raw_affiliation_strings":["Department of Biomedical, Industrial and Human Factors Engineering, Wright State University, Dayton, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical, Industrial and Human Factors Engineering, Wright State University, Dayton, OH, USA","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054238526","display_name":"Mary C. McCarthy","orcid":"https://orcid.org/0000-0002-9425-0152","observed_orcids":["https://orcid.org/0000-0002-9425-0152"]},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary C. McCarthy","raw_affiliation_strings":["Department of Surgery, Wright State University Boonshoft School of Medicine, Dayton, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Wright State University Boonshoft School of Medicine, Dayton, OH, USA","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070489762","display_name":"Elliott Richard Haut","orcid":"https://orcid.org/0000-0001-7075-771X","observed_orcids":["https://orcid.org/0000-0001-7075-771X"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elliott R. Haut","raw_affiliation_strings":["Department of Health Policy and Management (ERH), The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA","Division of Acute Care Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA","The Armstrong Institute for Patient Safety and Quality (ERH), Johns Hopkins Medicine, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Policy and Management (ERH), The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Division of Acute Care Surgery, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2799853436"]},{"raw_affiliation_string":"The Armstrong Institute for Patient Safety and Quality (ERH), Johns Hopkins Medicine, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2799853436"]}]},{"author_position":"last","author":{"id":null,"display_name":"Priti P. Parikh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Priti P. Parikh","raw_affiliation_strings":["Department of Biomedical, Industrial and Human Factors Engineering, Wright State University, Dayton, OH, USA","Department of Surgery, Wright State University Boonshoft School of Medicine, Dayton, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical, Industrial and Human Factors Engineering, Wright State University, Dayton, OH, USA","institution_ids":["https://openalex.org/I19648265"]},{"raw_affiliation_string":"Department of Surgery, Wright State University Boonshoft School of Medicine, Dayton, OH, USA","institution_ids":["https://openalex.org/I19648265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I19648265"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":2.661,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91531496,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"86","issue":"12","first_page":"1703","last_page":"1709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11467","display_name":"Trauma and Emergency Care Studies","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11467","display_name":"Trauma and Emergency Care Studies","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.002400000113993883,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11951","display_name":"Trauma Management and Diagnosis","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/trauma-patients","display_name":"trauma patients","score":0.7620000243186951},{"id":"https://openalex.org/keywords/discharge-disposition","display_name":"discharge disposition","score":0.8920000195503235},{"id":"https://openalex.org/keywords/national-trauma-data-bank","display_name":"National Trauma Data Bank","score":0.8360000252723694},{"id":"https://openalex.org/keywords/predictive-model","display_name":"prediction model","score":0.515999972820282},{"id":"https://openalex.org/keywords/generalizability","display_name":"generalizability","score":0.6050000190734863},{"id":"https://openalex.org/keywords/injury-severity-score","display_name":"Injury Severity Score","score":0.7699999809265137},{"id":"https://openalex.org/keywords/comorbidity","display_name":"comorbidities","score":0.9549999833106995},{"id":"https://openalex.org/keywords/medicare-insurance","display_name":"Medicare insurance","score":0.6179999709129333},{"id":"https://openalex.org/keywords/hospital-efficiency","display_name":"hospital efficiency","score":0.5540000200271606},{"id":"https://openalex.org/keywords/level-i-trauma-center","display_name":"level I trauma center","score":0.6809999942779541}],"concepts":[{"id":"https://openalex.org/C38022665","wikidata":"https://www.wikidata.org/wiki/Q1149305","display_name":"Disposition","level":2,"score":0.8305466175079346},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.636641263961792},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.43453559279441833},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36301928758621216},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3275929093360901},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19169387221336365},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1309976875782013},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012042","descriptor_name":"Registries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014193","descriptor_name":"Trauma Centers","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D014193","descriptor_name":"Trauma Centers","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D014193","descriptor_name":"Trauma Centers","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014947","descriptor_name":"Wounds and Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D014947","descriptor_name":"Wounds and Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D014947","descriptor_name":"Wounds and Injuries","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D015599","descriptor_name":"Trauma Severity Indices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015599","descriptor_name":"Trauma Severity Indices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015599","descriptor_name":"Trauma Severity Indices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017146","descriptor_name":"Models, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017146","descriptor_name":"Models, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017146","descriptor_name":"Models, Organizational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1177/0003134820949523","doi":"https://doi.org/10.1177/0003134820949523","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0003134820949523","pdf_url":null,"source":{"id":"https://openalex.org/S113474406","display_name":"The American Surgeon","issn_l":"0003-1348","issn":["0003-1348","1555-9823"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","ki-jl-1","medline","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Surgeon\u2122","raw_type":"journal-article"},{"id":"pmid:32915055","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32915055","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,"listed_in":[],"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":"The American surgeon","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.98580002784729,"display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/3","score":0.8700000047683716,"display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1886632081","https://openalex.org/W1969935385","https://openalex.org/W1990647235","https://openalex.org/W1991998791","https://openalex.org/W1994348166","https://openalex.org/W1998905828","https://openalex.org/W1999029636","https://openalex.org/W2007546990","https://openalex.org/W2011281452","https://openalex.org/W2020947161","https://openalex.org/W2034111452","https://openalex.org/W2067123175","https://openalex.org/W2092416513","https://openalex.org/W2093681318","https://openalex.org/W2094586855","https://openalex.org/W2112216337","https://openalex.org/W2141641138","https://openalex.org/W2151710627","https://openalex.org/W2173052897","https://openalex.org/W2406429933","https://openalex.org/W2529190008","https://openalex.org/W2793778993","https://openalex.org/W2796142454","https://openalex.org/W2905029008"],"related_works":["https://openalex.org/W2035944072","https://openalex.org/W4412529952","https://openalex.org/W2151710627","https://openalex.org/W2905029008","https://openalex.org/W4408480170","https://openalex.org/W3157703216","https://openalex.org/W4239266518","https://openalex.org/W7159931413","https://openalex.org/W3207003761","https://openalex.org/W7201974900"],"abstract_inverted_index":{"BACKGROUND:":[0],"Limited":[1],"work":[2],"has":[3,186],"been":[4],"done":[5],"in":[6,10,115,205],"predicting":[7],"discharge":[8,36,195,207],"disposition":[9,37,77,92,196],"trauma":[11,34,91,113,183],"patients;":[12],"most":[13],"studies":[14],"use":[15],"single":[16,110],"institutional":[17,53,106,165],"data":[18,57,107,166],"and":[19,26,47,62,138,160,213],"have":[20],"limited":[21],"generalizability.":[22],"This":[23],"study":[24],"develops":[25],"validates":[27],"a":[28,64,90,109,156,176,180],"model":[29,42,68,85],"to":[30,60,74,192],"predict,":[31],"at":[32,197],"admission,":[33],"patients'":[35],"using":[38,69,95],"NTDB,":[39],"transforms":[40],"the":[41,116,198],"into":[43,89],"an":[44,96],"easy-to-use":[45],"score,":[46],"subsequently":[48],"evaluates":[49],"its":[50],"generalizability":[51,100],"on":[52,105,164,179,189],"data.":[54],"METHODS:":[55],"NTDB":[56],"were":[58,141],"used":[59],"build":[61],"validate":[63],"binary":[65],"logistic":[66,148],"regression":[67,149],"derivation-validation":[70],"(ie,":[71],"train-test)":[72],"approach":[73],"predict":[75,193],"patient":[76,194],"location":[78],"(home":[79],"vs":[80],"non-home)":[81],"upon":[82],"admission.":[83,201],"The":[84,99,147],"was":[86,103,152],"then":[87],"converted":[88],"score":[93,177],"(TDS)":[94],"optimization-based":[97],"approach.":[98],"of":[101,144,158,200],"TDS":[102,154,202],"evaluated":[104],"from":[108],"Level":[111],"I":[112],"center":[114],"U.S.":[117],"RESULTS:":[118],"<":[119],".001.":[120],"Older":[121],"age,":[122],"female":[123],"sex,":[124],"higher":[125],"ISS,":[126],"comorbidities":[127],"(cancer,":[128],"cardiovascular,":[129],"coagulopathy,":[130],"diabetes,":[131],"hepatic,":[132],"neurological,":[133],"psychiatric,":[134],"renal,":[135],"substance":[136],"abuse),":[137],"Medicare":[139],"insurance":[140],"independent":[142],"predictors":[143],"non-home":[145,211],"discharge.":[146],"model's":[150],"AUC":[151,170],"0.8;":[153],"achieved":[155],"correlation":[157],"0.99":[159],"performed":[161],"similarly":[162],"well":[163],"(n":[167],"=":[168,171],"3161);":[169],"0.8.":[172],"CONCLUSION:":[173],"We":[174],"developed":[175],"based":[178],"large":[181],"national":[182],"database":[184],"that":[185],"acceptable":[187],"performance":[188],"local":[190],"institutions":[191],"time":[199],"can":[203],"aid":[204],"early":[206],"preparation":[208],"for":[209],"likely-to-be":[210],"patients":[212],"may":[214],"improve":[215],"hospital":[216],"efficiency.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2020-09-21T00:00:00"}