{"id":"https://openalex.org/W4403778554","doi":"https://doi.org/10.2147/jir.s481649","title":"Development and Validation of a Nomogram Based on Inflammatory Markers for Risk Prediction in Meige Syndrome Patients","display_name":"Development and Validation of a Nomogram Based on Inflammatory Markers for Risk Prediction in Meige Syndrome Patients","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4403778554","doi":"https://doi.org/10.2147/jir.s481649","pmid":"https://pubmed.ncbi.nlm.nih.gov/39473982"},"language":"en","primary_location":{"id":"doi:10.2147/jir.s481649","doi":"https://doi.org/10.2147/jir.s481649","is_oa":true,"landing_page_url":"https://doi.org/10.2147/jir.s481649","pdf_url":"https://www.dovepress.com/article/download/96695","source":{"id":"https://openalex.org/S176681491","display_name":"Journal of Inflammation Research","issn_l":"1178-7031","issn":["1178-7031"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","doyens","jufo-1","ki-jl-1","norway-1"],"host_organization":"https://openalex.org/P4310320348","host_organization_name":"Dove Medical Press","host_organization_lineage":["https://openalex.org/P4310320348","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Dove Medical Press","Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Inflammation Research","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.dovepress.com/article/download/96695","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047583207","display_name":"Runing Fu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Runing Fu","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053628890","display_name":"Wenping Lian","orcid":"https://orcid.org/0000-0001-7864-9537","observed_orcids":["https://orcid.org/0000-0001-7864-9537"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenping Lian","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bohao Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210156804","display_name":"First Affiliated Hospital of Zhengzhou University","ror":"https://ror.org/056swr059","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156804"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bohao Zhang","raw_affiliation_strings":["Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450000, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450000, People's Republic of China","institution_ids":["https://openalex.org/I4210156804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412405","display_name":"Gang Liu","orcid":"https://orcid.org/0000-0001-9428-1170","observed_orcids":["https://orcid.org/0000-0001-9428-1170"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gang Liu","raw_affiliation_strings":["The Center of Meige Syndrome, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Center of Meige Syndrome, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036345685","display_name":"Xinyu Feng","orcid":"https://orcid.org/0000-0002-4120-7759","observed_orcids":["https://orcid.org/0000-0002-4120-7759","https://orcid.org/0009-0007-7656-6368"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinyu Feng","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101408267","display_name":"Yingjie Zhu","orcid":"https://orcid.org/0000-0002-6897-0340","observed_orcids":["https://orcid.org/0000-0002-6897-0340"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yingjie Zhu","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037017811","display_name":"James Zhou","orcid":"https://orcid.org/0000-0003-4805-9282","observed_orcids":["https://orcid.org/0000-0003-4805-9282"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiuan Zhou","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092000494","display_name":"Xinyu Zhang","orcid":"https://orcid.org/0000-0002-4212-2917","observed_orcids":["https://orcid.org/0000-0002-4212-2917"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinyu Zhang","raw_affiliation_strings":["Department of Medical Affair, the Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Affair, the Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081714746","display_name":"Shukai Wang","orcid":"https://orcid.org/0009-0000-8958-3713","observed_orcids":["https://orcid.org/0009-0000-8958-3713"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shukai Wang","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Huijuan Huo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huijuan Huo","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101403664","display_name":"Daxin Wang","orcid":"https://orcid.org/0000-0002-9892-2980","observed_orcids":["https://orcid.org/0000-0002-9892-2980"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daxin Wang","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008363900","display_name":"Cui Liu","orcid":"https://orcid.org/0000-0002-0609-0073","observed_orcids":["https://orcid.org/0000-0002-0609-0073"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cui Liu","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Saisai Gao","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saisai Gao","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008866528","display_name":"Yajie Ma","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yajie Ma","raw_affiliation_strings":["Department of Medical Affair, the Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Affair, the Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067336397","display_name":"Mengle Peng","orcid":"https://orcid.org/0000-0001-8693-6923","observed_orcids":["https://orcid.org/0000-0001-8693-6923"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mengle Peng","raw_affiliation_strings":["Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Laboratory, The Third People's Hospital of Henan Province, Zhengzhou, Henan, 450006, People's Republic of China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2836,"currency":"USD","value_usd":2836},"apc_paid":{"value":2836,"currency":"USD","value_usd":2836},"fwci":0.4672,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66081377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"Volume 17","issue":null,"first_page":"7721","last_page":"7731"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11355","display_name":"Inflammatory Biomarkers in Disease Prognosis","score":0.5961999893188477,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T11355","display_name":"Inflammatory Biomarkers in Disease Prognosis","score":0.5961999893188477,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T11538","display_name":"Ophthalmology and Eye Disorders","score":0.13699999451637268,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic 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/T11194","display_name":"Ocular Diseases and Beh\u00e7et\u2019s Syndrome","score":0.03220000118017197,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/meige-syndrome","display_name":"Meige syndrome","score":0.9990000128746033},{"id":"https://openalex.org/keywords/inflammatory-markers","display_name":"inflammatory markers","score":0.8799999952316284},{"id":"https://openalex.org/keywords/nomogram","display_name":"nomogram","score":0.8510000109672546},{"id":"https://openalex.org/keywords/risk-prediction","display_name":"risk prediction","score":0.9629999995231628},{"id":"https://openalex.org/keywords/red-blood-cell-distribution-width","display_name":"red cell distribution width","score":0.9729999899864197},{"id":"https://openalex.org/keywords/hemoglobin","display_name":"hemoglobin","score":0.9929999709129333},{"id":"https://openalex.org/keywords/hdl-cholesterol","display_name":"HDL cholesterol","score":0.8529999852180481},{"id":"https://openalex.org/keywords/lymphocyte-to-monocyte-ratio","display_name":"lymphocyte-to-monocyte ratio","score":1.0},{"id":"https://openalex.org/keywords/systemic-immune-inflammation-index","display_name":"systemic immune-inflammation index","score":0.9810000061988831},{"id":"https://openalex.org/keywords/disease-risk-stratification","display_name":"disease risk stratification","score":0.4399999976158142}],"concepts":[{"id":"https://openalex.org/C34626388","wikidata":"https://www.wikidata.org/wiki/Q721129","display_name":"Nomogram","level":2,"score":0.7818313837051392},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4668698012828827},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4276149570941925},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3575866222381592}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.2147/jir.s481649","doi":"https://doi.org/10.2147/jir.s481649","is_oa":true,"landing_page_url":"https://doi.org/10.2147/jir.s481649","pdf_url":"https://www.dovepress.com/article/download/96695","source":{"id":"https://openalex.org/S176681491","display_name":"Journal of Inflammation Research","issn_l":"1178-7031","issn":["1178-7031"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","doyens","jufo-1","ki-jl-1","norway-1"],"host_organization":"https://openalex.org/P4310320348","host_organization_name":"Dove Medical Press","host_organization_lineage":["https://openalex.org/P4310320348","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Dove Medical Press","Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Inflammation Research","raw_type":"journal-article"},{"id":"pmid:39473982","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39473982","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":"Journal of inflammation research","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11520914","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11520914","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Inflamm Res","raw_type":"Text"},{"id":"pmh:oai:dovepress.com/96695","doi":null,"is_oa":true,"landing_page_url":"https://www.dovepress.com/development-and-validation-of-a-nomogram-based-on-inflammatory-markers-peer-reviewed-fulltext-article-JIR","pdf_url":null,"source":{"id":"https://openalex.org/S4306401012","display_name":"Dove Medical Press (Taylor and Francis Group)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.2147/jir.s481649","doi":"https://doi.org/10.2147/jir.s481649","is_oa":true,"landing_page_url":"https://doi.org/10.2147/jir.s481649","pdf_url":"https://www.dovepress.com/article/download/96695","source":{"id":"https://openalex.org/S176681491","display_name":"Journal of Inflammation Research","issn_l":"1178-7031","issn":["1178-7031"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","doyens","jufo-1","ki-jl-1","norway-1"],"host_organization":"https://openalex.org/P4310320348","host_organization_name":"Dove Medical Press","host_organization_lineage":["https://openalex.org/P4310320348","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Dove Medical Press","Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Inflammation Research","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":1.0,"id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403778554.pdf","grobid_xml":"https://content.openalex.org/works/W4403778554.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1766468742","https://openalex.org/W1971971713","https://openalex.org/W1996575295","https://openalex.org/W2016732453","https://openalex.org/W2048913718","https://openalex.org/W2075161068","https://openalex.org/W2098081751","https://openalex.org/W2106460974","https://openalex.org/W2119707412","https://openalex.org/W2121135478","https://openalex.org/W2152846137","https://openalex.org/W2161100350","https://openalex.org/W2167510396","https://openalex.org/W2553836974","https://openalex.org/W2555385098","https://openalex.org/W2556274105","https://openalex.org/W2590342394","https://openalex.org/W2607724150","https://openalex.org/W2738410425","https://openalex.org/W2765145472","https://openalex.org/W2896610227","https://openalex.org/W2902812364","https://openalex.org/W2962496869","https://openalex.org/W2968735097","https://openalex.org/W2991977974","https://openalex.org/W3026117617","https://openalex.org/W3084032444","https://openalex.org/W3202449969","https://openalex.org/W3215739089","https://openalex.org/W4210312628","https://openalex.org/W4210612718","https://openalex.org/W4213412870","https://openalex.org/W4214659753","https://openalex.org/W4221026056","https://openalex.org/W4225525512","https://openalex.org/W4280593573","https://openalex.org/W4295559761","https://openalex.org/W4318620386","https://openalex.org/W4319747684","https://openalex.org/W4388454447","https://openalex.org/W4393428590"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W2911441101","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166"],"abstract_inverted_index":{"Purpose:":[0],"Inflammatory":[1],"markers":[2],"are":[3],"known":[4],"to":[5,23,235],"be":[6],"associated":[7],"with":[8,48,168,179],"many":[9],"diseases,":[10],"but":[11],"their":[12],"role":[13],"in":[14,188,194],"Meige":[15],"syndrome":[16],"(MS)":[17],"remains":[18],"unclear.":[19],"This":[20],"study":[21],"aimed":[22],"develop":[24],"and":[25,41,61,76,112,140,192,201,211,232,238],"validate":[26],"a":[27,84,153,220],"nomogram":[28,80,221],"for":[29,214,243],"the":[30,51,93,136,141,162,165,169,183,189,195,206,230,233,240],"risk":[31,225],"prediction":[32],"of":[33,55,120,155,164,186],"MS":[34,49,68,237,245],"based":[35,89,222],"on":[36,90,223],"inflammatory":[37],"markers.":[38],"Patient":[39],"Data":[40,43],"Methods:":[42],"from":[44,92,152],"448":[45],"consecutive":[46],"patients":[47],"at":[50],"Third":[52],"People's":[53],"Hospital":[54],"Henan":[56],"Province":[57],"between":[58],"January":[59],"2022":[60],"December":[62],"2023":[63],"were":[64,146],"retrospectively":[65],"reviewed.":[66],"The":[67,96,158,173,198],"cohort":[69],"was":[70,81,99],"randomly":[71],"divided":[72],"into":[73],"separate":[74],"training":[75,94,190],"validation":[77,196],"sets.":[78],"A":[79,118],"constructed":[82,167,219],"using":[83,148],"multivariate":[85,149],"logistic":[86,150],"regression":[87,151],"model":[88,166,174,207],"data":[91],"set.":[95,197],"model's":[97],"performance":[98],"validated":[100],"through":[101],"cross-validation,":[102],"receiver":[103],"operating":[104],"characteristic":[105],"(ROC)":[106],"curve":[107,110,114,185,200],"analysis,":[108],"calibration":[109,199],"analysis":[111,115],"decision":[113],"(DCA).":[116],"Results:":[117],"total":[119,154],"five":[121,171,224],"predictors,":[122,226],"including":[123],"red":[124],"blood":[125],"cell":[126],"distribution":[127],"width":[128],"(RDW),":[129],"hemoglobin":[130],"(HGB),":[131],"high-density":[132],"lipoprotein":[133],"cholesterol":[134],"(HDL-C),":[135],"lymphocyte-to-monocyte":[137],"ratio":[138],"(LMR),":[139],"systemic":[142],"immune-inflammation":[143],"index":[144],"(SII),":[145],"identified":[147],"11":[156],"variables.":[157],"cross-validation":[159],"results":[160,203],"indicated":[161],"stability":[163],"above":[170],"predictors.":[172],"showed":[175],"moderate":[176],"predictive":[177,241],"ability,":[178],"an":[180],"area":[181],"under":[182],"ROC":[184],"0.767":[187],"set":[191],"0.735":[193],"DCA":[202],"indicate":[204],"that":[205],"has":[208],"strong":[209],"consistency":[210],"significant":[212],"potential":[213],"clinical":[215],"application.":[216],"Conclusion:":[217],"We":[218],"RDW,":[227],"HGB,":[228],"HDL-C,":[229],"LMR":[231],"SII,":[234],"predict":[236],"enhance":[239],"accuracy":[242],"identifying":[244],"risk.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2025-10-10T00:00:00"}
