{"id":"https://openalex.org/W4404552137","doi":"https://doi.org/10.1016/j.ijmedinf.2024.105711","title":"Risk prediction of arrhythmia after percutaneous coronary intervention in patients with acute coronary syndrome: A systematic review and meta-analysis","display_name":"Risk prediction of arrhythmia after percutaneous coronary intervention in patients with acute coronary syndrome: A systematic review and meta-analysis","publication_year":2024,"publication_date":"2024-11-20","ids":{"openalex":"https://openalex.org/W4404552137","doi":"https://doi.org/10.1016/j.ijmedinf.2024.105711","pmid":"https://pubmed.ncbi.nlm.nih.gov/39608230"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijmedinf.2024.105711","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2024.105711","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.ijmedinf.2024.105711","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Rong Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Yan","raw_affiliation_strings":["School of Nursing, JiLin University, Changchun, China. Electronic address: yanrong23@mails.jlu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, JiLin University, Changchun, China. Electronic address: yanrong23@mails.jlu.edu.cn","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002146452","display_name":"Nan Jiang","orcid":"https://orcid.org/0000-0002-9176-7172"},"institutions":[{"id":"https://openalex.org/I4210142484","display_name":"Second Affiliated Hospital of Jilin University","ror":"https://ror.org/03x6hbh34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210142484"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Jiang","raw_affiliation_strings":["The Second Hospital of JiLin University, Changchun, China. Electronic address: 1007702823@qq.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Second Hospital of JiLin University, Changchun, China. Electronic address: 1007702823@qq.com","institution_ids":["https://openalex.org/I4210142484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112865769","display_name":"Keqiang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142484","display_name":"Second Affiliated Hospital of Jilin University","ror":"https://ror.org/03x6hbh34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210142484"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keqiang Zhang","raw_affiliation_strings":["The Second Hospital of JiLin University, Changchun, China. Electronic address: 187091542@qq.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Second Hospital of JiLin University, Changchun, China. Electronic address: 187091542@qq.com","institution_ids":["https://openalex.org/I4210142484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101993758","display_name":"He Li","orcid":"https://orcid.org/0000-0001-8224-8234"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li He","raw_affiliation_strings":["School of Nursing, JiLin University, Changchun, China. Electronic address: heli23@mails.jlu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, JiLin University, Changchun, China. Electronic address: heli23@mails.jlu.edu.cn","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114725710","display_name":"Subinuer Tuerdi","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Subinuer Tuerdi","raw_affiliation_strings":["School of Nursing, JiLin University, Changchun, China. Electronic address: sbnet22@mails.jlu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, JiLin University, Changchun, China. Electronic address: sbnet22@mails.jlu.edu.cn","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100759143","display_name":"Jiayu Yang","orcid":"https://orcid.org/0009-0008-7048-086X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayu Yang","raw_affiliation_strings":["School of Nursing, JiLin University, Changchun, China. Electronic address: yangjy9905@163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, JiLin University, Changchun, China. Electronic address: yangjy9905@163.com","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiawenyi Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawenyi Ding","raw_affiliation_strings":["School of Nursing, JiLin University, Changchun, China. Electronic address: 2568145865@qq.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, JiLin University, Changchun, China. Electronic address: 2568145865@qq.com","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034897763","display_name":"Yuewei Li","orcid":"https://orcid.org/0000-0001-9178-643X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuewei Li","raw_affiliation_strings":["School of Nursing, JiLin University, Changchun, China. Electronic address: yuewei@jlu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, JiLin University, Changchun, China. Electronic address: yuewei@jlu.edu.cn","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3210,"currency":"USD","value_usd":3210},"apc_paid":{"value":3210,"currency":"USD","value_usd":3210},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15266486,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"195","issue":null,"first_page":"105711","last_page":"105711"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10292","display_name":"Acute Myocardial Infarction Research","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T10292","display_name":"Acute Myocardial Infarction Research","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.9865999817848206,"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/acute-coronary-syndrome","display_name":"Acute coronary syndrome","score":0.84026038646698},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7937378883361816},{"id":"https://openalex.org/keywords/percutaneous-coronary-intervention","display_name":"Percutaneous coronary intervention","score":0.7556353807449341},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.5914239287376404},{"id":"https://openalex.org/keywords/meta-analysis","display_name":"Meta-analysis","score":0.5860752463340759},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.5779137015342712},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.20735454559326172}],"concepts":[{"id":"https://openalex.org/C2777698277","wikidata":"https://www.wikidata.org/wiki/Q266018","display_name":"Acute coronary syndrome","level":3,"score":0.84026038646698},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7937378883361816},{"id":"https://openalex.org/C2780400711","wikidata":"https://www.wikidata.org/wiki/Q2008344","display_name":"Percutaneous coronary intervention","level":3,"score":0.7556353807449341},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.5914239287376404},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.5860752463340759},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.5779137015342712},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.20735454559326172}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"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":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D054058","descriptor_name":"Acute Coronary Syndrome","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D054058","descriptor_name":"Acute Coronary Syndrome","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D054058","descriptor_name":"Acute Coronary Syndrome","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D054058","descriptor_name":"Acute Coronary Syndrome","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D054058","descriptor_name":"Acute Coronary Syndrome","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D062645","descriptor_name":"Percutaneous Coronary Intervention","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D062645","descriptor_name":"Percutaneous Coronary Intervention","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D062645","descriptor_name":"Percutaneous Coronary Intervention","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D062645","descriptor_name":"Percutaneous Coronary Intervention","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true},{"descriptor_ui":"D062645","descriptor_name":"Percutaneous Coronary Intervention","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ijmedinf.2024.105711","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2024.105711","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},{"id":"pmid:39608230","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39608230","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":"International journal of medical informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.1016/j.ijmedinf.2024.105711","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2024.105711","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2801300484","https://openalex.org/W2883189216","https://openalex.org/W2884483164","https://openalex.org/W2912124407","https://openalex.org/W2972616014","https://openalex.org/W3095285852","https://openalex.org/W3096943439","https://openalex.org/W3105318844","https://openalex.org/W3116286104","https://openalex.org/W3167813418","https://openalex.org/W3195422011","https://openalex.org/W4210974201","https://openalex.org/W4213285159","https://openalex.org/W4226196813","https://openalex.org/W4229449364","https://openalex.org/W4313465553","https://openalex.org/W4366085185","https://openalex.org/W4367848592","https://openalex.org/W4385356616","https://openalex.org/W4386074833","https://openalex.org/W4386101250","https://openalex.org/W4386153206","https://openalex.org/W4386189766","https://openalex.org/W4386780865","https://openalex.org/W4389118608","https://openalex.org/W4390146864","https://openalex.org/W4392059531","https://openalex.org/W4393132467","https://openalex.org/W4396796298","https://openalex.org/W4396907340","https://openalex.org/W4399665577","https://openalex.org/W4402584713","https://openalex.org/W4402931406","https://openalex.org/W4404938608","https://openalex.org/W6784633970","https://openalex.org/W6852264850","https://openalex.org/W6866826986","https://openalex.org/W6999627465"],"related_works":["https://openalex.org/W3183948672","https://openalex.org/W2899084033","https://openalex.org/W1531601525","https://openalex.org/W2884620810","https://openalex.org/W2087849668","https://openalex.org/W2897484995","https://openalex.org/W2896327189","https://openalex.org/W625755524","https://openalex.org/W1971255087","https://openalex.org/W2157972290"],"abstract_inverted_index":{"The":[0,121,136],"purpose":[1],"of":[2,10,15,39,48,59,69,82,84,91,102,113,123,139],"study":[3],"was":[4,127,134],"to":[5,33,97,119,146],"evaluate":[6],"the":[7,13,30,37,54,85,103,124,131,140],"predictive":[8],"performance":[9,122],"models":[11,62,104,126,142],"for":[12],"development":[14],"arrhythmias":[16],"in":[17,53],"patients":[18],"with":[19,105],"acute":[20],"coronary":[21,25],"syndrome":[22],"after":[23],"percutaneous":[24],"intervention.":[26],"Two":[27],"researchers":[28],"screened":[29],"literature":[31],"according":[32],"CHARMS,":[34],"and":[35,41,71,99],"assessed":[36],"risk":[38,68],"bias":[40,107],"applicability":[42],"based":[43],"on":[44],"PROBAST.":[45],"A":[46,80],"total":[47],"44":[49],"studies":[50,74,86],"were":[51],"included":[52],"review,":[55],"comprising":[56],"62":[57],"models,":[58],"which":[60],"30":[61],"identified":[63],"as":[64],"having":[65],"a":[66,100],"low":[67,106],"bias,":[70],"only":[72],"7":[73],"combined":[75,87],"other":[76],"machine":[77],"learning":[78],"algorithms.":[79],"meta-analysis":[81,101],"some":[83],"gave":[88,110],"an":[89,111],"AUC":[90,112],"0.813":[92],"(95":[93,115],"%":[94,116],"CI":[95,117],"0.791":[96],"0.835),":[98],"among":[108],"them":[109],"0.803":[114],"0.768":[118],"0.837).":[120],"integrated":[125],"satisfactory":[128],"overall,":[129],"but":[130],"modelling":[132],"approach":[133],"homogeneous.":[135],"external":[137],"validation":[138],"existing":[141],"should":[143],"be":[144],"incorporated":[145],"enhance":[147],"their":[148],"extrapolation.":[149]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}