{"id":"https://openalex.org/W4387002003","doi":"https://doi.org/10.1111/iwj.14376","title":"Multicomponent prediction of 2\u2010year mortality and amputation in patients with diabetic foot using a random survival forest model: Uric acid, alanine transaminase, urine protein and platelet as important predictors","display_name":"Multicomponent prediction of 2\u2010year mortality and amputation in patients with diabetic foot using a random survival forest model: Uric acid, alanine transaminase, urine protein and platelet as important predictors","publication_year":2023,"publication_date":"2023-09-24","ids":{"openalex":"https://openalex.org/W4387002003","doi":"https://doi.org/10.1111/iwj.14376","pmid":"https://pubmed.ncbi.nlm.nih.gov/37743574"},"language":"en","primary_location":{"id":"doi:10.1111/iwj.14376","doi":"https://doi.org/10.1111/iwj.14376","is_oa":true,"landing_page_url":"https://doi.org/10.1111/iwj.14376","pdf_url":null,"source":{"id":"https://openalex.org/S118780703","display_name":"International Wound Journal","issn_l":"1742-4801","issn":["1742-4801","1742-481X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Wound Journal","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1111/iwj.14376","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Mingzhuo Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153274","display_name":"Shandong Provincial QianFoShan Hospital","ror":"https://ror.org/03wnrsb51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153274"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhuo Li","raw_affiliation_strings":["Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair  Jinan China","Shandong Data Open Innovative Application Laboratory  Jinan China","Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan, China","Shandong Data Open Innovative Application Laboratory, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair  Jinan China","institution_ids":[]},{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory  Jinan China","institution_ids":[]},{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan, China","institution_ids":[]},{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory, Jinan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101458773","display_name":"Fang Yao Tang","orcid":"https://orcid.org/0000-0002-4378-594X","observed_orcids":["https://orcid.org/0000-0002-4378-594X","https://orcid.org/0000-0003-4969-2135"]},"institutions":[{"id":"https://openalex.org/I4210153274","display_name":"Shandong Provincial QianFoShan Hospital","ror":"https://ror.org/03wnrsb51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153274"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Tang","raw_affiliation_strings":["Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","Shandong Data Open Innovative Application Laboratory  Jinan China","Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","Shandong Data Open Innovative Application Laboratory, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory  Jinan China","institution_ids":[]},{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory, Jinan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083423144","display_name":"Jiahui Lao","orcid":"https://orcid.org/0000-0003-1946-8060","observed_orcids":["https://orcid.org/0000-0003-1946-8060"]},"institutions":[{"id":"https://openalex.org/I4210153274","display_name":"Shandong Provincial QianFoShan Hospital","ror":"https://ror.org/03wnrsb51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153274"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahui Lao","raw_affiliation_strings":["Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","Shandong Data Open Innovative Application Laboratory  Jinan China","Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","Shandong Data Open Innovative Application Laboratory, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory  Jinan China","institution_ids":[]},{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory, Jinan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yang Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153274","display_name":"Shandong Provincial QianFoShan Hospital","ror":"https://ror.org/03wnrsb51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153274"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","Shandong Data Open Innovative Application Laboratory  Jinan China","Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","Shandong Data Open Innovative Application Laboratory, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory  Jinan China","institution_ids":[]},{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory, Jinan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103539741","display_name":"Jia Cao","orcid":"https://orcid.org/0000-0002-9207-9822","observed_orcids":["https://orcid.org/0000-0002-9207-9822"]},"institutions":[{"id":"https://openalex.org/I4210153274","display_name":"Shandong Provincial QianFoShan Hospital","ror":"https://ror.org/03wnrsb51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153274"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Cao","raw_affiliation_strings":["Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","Shandong Data Open Innovative Application Laboratory  Jinan China","Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","Shandong Data Open Innovative Application Laboratory, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory  Jinan China","institution_ids":[]},{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Shandong Data Open Innovative Application Laboratory, Jinan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101760707","display_name":"Ru Song","orcid":"https://orcid.org/0009-0009-8719-6512","observed_orcids":["https://orcid.org/0009-0009-8719-6512"]},"institutions":[{"id":"https://openalex.org/I4210153274","display_name":"Shandong Provincial QianFoShan Hospital","ror":"https://ror.org/03wnrsb51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153274"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ru Song","raw_affiliation_strings":["Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair  Jinan China","Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair  Jinan China","institution_ids":[]},{"raw_affiliation_string":"Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Peng Wu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153274","display_name":"Shandong Provincial QianFoShan Hospital","ror":"https://ror.org/03wnrsb51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153274"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wu","raw_affiliation_strings":["Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair  Jinan China","Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair  Jinan China","institution_ids":[]},{"raw_affiliation_string":"Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100664212","display_name":"Yibing Wang","orcid":"https://orcid.org/0000-0002-0012-4455","observed_orcids":["https://orcid.org/0000-0002-0012-4455"]},"institutions":[{"id":"https://openalex.org/I4210153274","display_name":"Shandong Provincial QianFoShan Hospital","ror":"https://ror.org/03wnrsb51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153274"]},{"id":"https://openalex.org/I4210163399","display_name":"Shandong First Medical University","ror":"https://ror.org/05jb9pq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163399"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yibing Wang","raw_affiliation_strings":["Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair  Jinan China","Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital  Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair  Jinan China","institution_ids":[]},{"raw_affiliation_string":"Center for Big Data Research in Health and Medicine The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Department of Plastic Surgery The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital Jinan China","institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"]},{"raw_affiliation_string":"Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100664212"],"corresponding_institution_ids":["https://openalex.org/I4210153274","https://openalex.org/I4210163399"],"apc_list":{"value":3410,"currency":"USD","value_usd":3410},"apc_paid":{"value":3410,"currency":"USD","value_usd":3410},"fwci":1.3245,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83124452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"21","issue":"2","first_page":"e14376","last_page":"e14376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/diabetic-foot","display_name":"diabetic foot","score":0.9990000128746033},{"id":"https://openalex.org/keywords/mortality-prediction","display_name":"mortality prediction","score":0.7319999933242798},{"id":"https://openalex.org/keywords/amputation-prediction","display_name":"amputation prediction","score":0.9390000104904175},{"id":"https://openalex.org/keywords/random-survival-forest","display_name":"random survival forest","score":0.9829999804496765},{"id":"https://openalex.org/keywords/uric-acid","display_name":"uric acid","score":0.9319999814033508},{"id":"https://openalex.org/keywords/alanine-aminotransferase","display_name":"alanine aminotransferase","score":1.0},{"id":"https://openalex.org/keywords/urine-protein","display_name":"urinary protein","score":0.9750000238418579},{"id":"https://openalex.org/keywords/platelet-count","display_name":"platelet count","score":0.9629999995231628},{"id":"https://openalex.org/keywords/prognostic-factors","display_name":"prognostic factors","score":0.8659999966621399}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8857758045196533},{"id":"https://openalex.org/C2776204877","wikidata":"https://www.wikidata.org/wiki/Q477415","display_name":"Amputation","level":2,"score":0.7741304636001587},{"id":"https://openalex.org/C2779679107","wikidata":"https://www.wikidata.org/wiki/Q412474","display_name":"Aspartate transaminase","level":4,"score":0.7294952869415283},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5739482641220093},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.5637943148612976},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.5521442890167236},{"id":"https://openalex.org/C2778606649","wikidata":"https://www.wikidata.org/wiki/Q305481","display_name":"Alanine transaminase","level":2,"score":0.5325030088424683},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5226378440856934},{"id":"https://openalex.org/C2779881121","wikidata":"https://www.wikidata.org/wiki/Q105522","display_name":"Uric acid","level":2,"score":0.5170493721961975},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.5120378136634827},{"id":"https://openalex.org/C2777858829","wikidata":"https://www.wikidata.org/wiki/Q52856","display_name":"Diabetic foot","level":3,"score":0.4816988408565521},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.4254816770553589},{"id":"https://openalex.org/C10515644","wikidata":"https://www.wikidata.org/wiki/Q543310","display_name":"Survival analysis","level":2,"score":0.4152040183544159},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.31975334882736206},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.29117411375045776},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1855367124080658},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12594982981681824},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.06800654530525208},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C181199279","wikidata":"https://www.wikidata.org/wiki/Q8047","display_name":"Enzyme","level":2,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C160160445","wikidata":"https://www.wikidata.org/wiki/Q24769688","display_name":"Alkaline phosphatase","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1111/iwj.14376","doi":"https://doi.org/10.1111/iwj.14376","is_oa":true,"landing_page_url":"https://doi.org/10.1111/iwj.14376","pdf_url":null,"source":{"id":"https://openalex.org/S118780703","display_name":"International Wound Journal","issn_l":"1742-4801","issn":["1742-4801","1742-481X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Wound Journal","raw_type":"journal-article"},{"id":"pmid:37743574","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37743574","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":"International wound journal","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10824700","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10824700","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10824700/pdf/IWJ-21-e14376.pdf","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,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int Wound J","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1111/iwj.14376","doi":"https://doi.org/10.1111/iwj.14376","is_oa":true,"landing_page_url":"https://doi.org/10.1111/iwj.14376","pdf_url":null,"source":{"id":"https://openalex.org/S118780703","display_name":"International Wound Journal","issn_l":"1742-4801","issn":["1742-4801","1742-481X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Wound Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3","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":64,"referenced_works":["https://openalex.org/W338796152","https://openalex.org/W1617145133","https://openalex.org/W1963683487","https://openalex.org/W1965135841","https://openalex.org/W2011236197","https://openalex.org/W2047245013","https://openalex.org/W2049961234","https://openalex.org/W2052825782","https://openalex.org/W2068877594","https://openalex.org/W2090874502","https://openalex.org/W2097652455","https://openalex.org/W2121766860","https://openalex.org/W2126495538","https://openalex.org/W2128510213","https://openalex.org/W2134062624","https://openalex.org/W2134935154","https://openalex.org/W2141800500","https://openalex.org/W2146611220","https://openalex.org/W2147782239","https://openalex.org/W2162309758","https://openalex.org/W2198454761","https://openalex.org/W2331243794","https://openalex.org/W2396943665","https://openalex.org/W2512791245","https://openalex.org/W2558156360","https://openalex.org/W2615637571","https://openalex.org/W2766295026","https://openalex.org/W2774254981","https://openalex.org/W2792676942","https://openalex.org/W2801544532","https://openalex.org/W2902470294","https://openalex.org/W2949138834","https://openalex.org/W2962107302","https://openalex.org/W2963004068","https://openalex.org/W2965840509","https://openalex.org/W2972869264","https://openalex.org/W2985018406","https://openalex.org/W2994049716","https://openalex.org/W2995216295","https://openalex.org/W2997669224","https://openalex.org/W3011411239","https://openalex.org/W3033879864","https://openalex.org/W3036247046","https://openalex.org/W3047144258","https://openalex.org/W3067485602","https://openalex.org/W3087184834","https://openalex.org/W3089359999","https://openalex.org/W3092849554","https://openalex.org/W3118577897","https://openalex.org/W3122512096","https://openalex.org/W3131619192","https://openalex.org/W3132390177","https://openalex.org/W3133538305","https://openalex.org/W3158734219","https://openalex.org/W3166262312","https://openalex.org/W3215903761","https://openalex.org/W3217350219","https://openalex.org/W4200362933","https://openalex.org/W4206492355","https://openalex.org/W4211161369","https://openalex.org/W4213375092","https://openalex.org/W4221062413","https://openalex.org/W4225275189","https://openalex.org/W4387002003"],"related_works":["https://openalex.org/W1970022001","https://openalex.org/W2365450081","https://openalex.org/W2368110119","https://openalex.org/W2745085879","https://openalex.org/W130231721","https://openalex.org/W3033516131","https://openalex.org/W1552579474","https://openalex.org/W2051346378","https://openalex.org/W4393354777","https://openalex.org/W1974752855"],"abstract_inverted_index":{"The":[0,103,145,198],"current":[1],"methods":[2],"for":[3,10,45,112,179,193,204,209,224,237,243],"the":[4,39,82,135,138,142,150,173,180,190,194,205,210,217,225,235,238,245,259],"prediction":[5,40,126,181,195,206,226,273],"of":[6,41,54,81,117,182,196,207,227,256,280],"mortality":[7,42,120,159,208,246,264],"and":[8,34,43,64,92,121,123,141,160,169,187,202,212,216,222,240,247,265],"amputation":[9,44,248,266],"inpatients":[11,56,268],"with":[12,57,269],"diabetic":[13],"foot":[14],"(DF)":[15],"use":[16],"only":[17],"conventional,":[18],"simple":[19],"variables,":[20],"which":[21],"limits":[22],"their":[23,113],"performance.":[24],"Here,":[25],"we":[26],"used":[27,107],"a":[28,50,89,100,124,253],"random":[29],"survival":[30],"forest":[31],"(RSF)":[32],"model":[33,105,127,261,274],"multicomponent":[35,125,272],"variables":[36,111,154,178,192],"to":[37,87,99,108,157,164,283],"improve":[38],"these":[46],"patients.":[47],"We":[48],"performed":[49],"retrospective":[51],"cohort":[52],"study":[53],"175":[55],"DF":[58,286],"who":[59],"were":[60,71,84,97,147,155,162,172,189,200,220,230],"recruited":[61],"between":[62,234],"2014":[63],"2021.":[65],"Thirty-one":[66],"predictors":[67,116,279],"in":[68,267],"six":[69],"categories":[70],"considered":[72],"as":[73,115],"potential":[74],"covariates.":[75],"Seventy":[76],"percent":[77],"(n":[78,94],"=":[79,95],"122)":[80],"participants":[83],"randomly":[85],"selected":[86,156,163],"constitute":[88],"training":[90,211,239],"set,":[91],"30%":[93],"53)":[96],"assigned":[98],"testing":[101,213,241],"set.":[102],"RSF":[104,260],"was":[106,128,132],"screen":[109],"appropriate":[110],"value":[114],"2-year":[118],"all-cause":[119],"amputation,":[122],"established.":[129],"Model":[130],"performance":[131],"evaluated":[133],"using":[134,149],"area":[136],"under":[137],"curve":[139],"(AUC)":[140],"Hosmer-Lemeshow":[143],"test.":[144,152],"AUCs":[146,199,219,236],"compared":[148],"Delong":[151],"Seventeen":[153],"predict":[158,165,263],"23":[161],"amputation.":[166,197,228],"Uric":[167],"acid":[168],"alanine":[170],"transaminase":[171],"top":[174,191],"two":[175],"most":[176],"useful":[177],"mortality,":[183],"whereas":[184],"urine":[185],"protein":[186],"platelet":[188],"0.913":[201],"0.851":[203],"sets,":[214],"respectively;":[215],"equivalent":[218],"0.963":[221],"0.893":[223],"There":[229],"no":[231],"significant":[232],"differences":[233],"sets":[242],"both":[244],"models.":[249],"These":[250],"models":[251],"showed":[252],"good":[254],"degree":[255],"fit.":[257],"Thus,":[258],"can":[262],"DF.":[270],"This":[271],"could":[275],"help":[276],"clinicians":[277],"consider":[278],"different":[281],"dimensions":[282],"effectively":[284],"prevent":[285],"from":[287],"clinical":[288],"outcomes":[289],".":[290]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2023-09-26T00:00:00"}