{"id":"https://openalex.org/W3037558172","doi":"https://doi.org/10.1002/sim.8660","title":"A general presentation on how to carry out a CHARMS analysis for prognostic multivariate models","display_name":"A general presentation on how to carry out a CHARMS analysis for prognostic multivariate models","publication_year":2020,"publication_date":"2020-06-25","ids":{"openalex":"https://openalex.org/W3037558172","doi":"https://doi.org/10.1002/sim.8660","mag":"3037558172","pmid":"https://pubmed.ncbi.nlm.nih.gov/32583899"},"language":"en","primary_location":{"id":"doi:10.1002/sim.8660","doi":"https://doi.org/10.1002/sim.8660","is_oa":false,"landing_page_url":"https://doi.org/10.1002/sim.8660","pdf_url":null,"source":{"id":"https://openalex.org/S55189604","display_name":"Statistics in Medicine","issn_l":"0277-6715","issn":["0277-6715","1097-0258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics in Medicine","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5071876262","display_name":"Antonio Palaz\u00f3n\u2010Bru","orcid":"https://orcid.org/0000-0002-5959-9631","observed_orcids":["https://orcid.org/0000-0002-5959-9631"]},"institutions":[{"id":"https://openalex.org/I111262870","display_name":"Universitat de Miguel Hern\u00e1ndez d'Elx","ror":"https://ror.org/01azzms13","country_code":"ES","type":"education","lineage":["https://openalex.org/I111262870"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Antonio Palaz\u00f3n\u2010Bru","raw_affiliation_strings":["Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain"],"raw_orcid":"https://orcid.org/0000-0002-5959-9631","affiliations":[{"raw_affiliation_string":"Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain","institution_ids":["https://openalex.org/I111262870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097132910","display_name":"Francisco Mart\u00edn\u2010P\u00e9rez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I111262870","display_name":"Universitat de Miguel Hern\u00e1ndez d'Elx","ror":"https://ror.org/01azzms13","country_code":"ES","type":"education","lineage":["https://openalex.org/I111262870"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Mart\u00edn\u2010P\u00e9rez","raw_affiliation_strings":["Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain","institution_ids":["https://openalex.org/I111262870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011832113","display_name":"Emma Mares\u2010Garc\u00eda","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I111262870","display_name":"Universitat de Miguel Hern\u00e1ndez d'Elx","ror":"https://ror.org/01azzms13","country_code":"ES","type":"education","lineage":["https://openalex.org/I111262870"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Emma Mares\u2010Garc\u00eda","raw_affiliation_strings":["Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain","institution_ids":["https://openalex.org/I111262870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025723692","display_name":"Concepci\u00f3n Beneyto\u2010Ripoll","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210147687","display_name":"Hospital General de Elda","ror":"https://ror.org/04b0ry431","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210147687"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Concepci\u00f3n Beneyto\u2010Ripoll","raw_affiliation_strings":["Emergency Service, General University Hospital of Elda, Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Service, General University Hospital of Elda, Alicante, Spain","institution_ids":["https://openalex.org/I4210147687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037855548","display_name":"Vicente Francisco Gil-Guill\u00e9n","orcid":"https://orcid.org/0000-0003-3793-9786","observed_orcids":["https://orcid.org/0000-0003-3793-9786"]},"institutions":[{"id":"https://openalex.org/I111262870","display_name":"Universitat de Miguel Hern\u00e1ndez d'Elx","ror":"https://ror.org/01azzms13","country_code":"ES","type":"education","lineage":["https://openalex.org/I111262870"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vicente Francisco Gil\u2010Guill\u00e9n","raw_affiliation_strings":["Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain","institution_ids":["https://openalex.org/I111262870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130934731","display_name":"\u00c1ngel P\u00e9rez-Sempere","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I111262870","display_name":"Universitat de Miguel Hern\u00e1ndez d'Elx","ror":"https://ror.org/01azzms13","country_code":"ES","type":"education","lineage":["https://openalex.org/I111262870"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1ngel P\u00e9rez\u2010Sempere","raw_affiliation_strings":["Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain","institution_ids":["https://openalex.org/I111262870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047495660","display_name":"Mar\u00eda \u00c1ngeles Carbonell\u2010Torregrosa","orcid":"https://orcid.org/0000-0002-4418-8442","observed_orcids":["https://orcid.org/0000-0002-4418-8442"]},"institutions":[{"id":"https://openalex.org/I111262870","display_name":"Universitat de Miguel Hern\u00e1ndez d'Elx","ror":"https://ror.org/01azzms13","country_code":"ES","type":"education","lineage":["https://openalex.org/I111262870"]},{"id":"https://openalex.org/I4210147687","display_name":"Hospital General de Elda","ror":"https://ror.org/04b0ry431","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210147687"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda \u00c1ngeles Carbonell\u2010Torregrosa","raw_affiliation_strings":["Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain","Emergency Service General University Hospital of Elda Alicante Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Clinical Medicine Miguel Hern\u00e1ndez University Alicante Spain","institution_ids":["https://openalex.org/I111262870"]},{"raw_affiliation_string":"Emergency Service General University Hospital of Elda Alicante Spain","institution_ids":["https://openalex.org/I4210147687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071876262"],"corresponding_institution_ids":["https://openalex.org/I111262870"],"apc_list":{"value":4500,"currency":"USD","value_usd":4500},"apc_paid":null,"fwci":0.1855,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.5489532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":98},"biblio":{"volume":"39","issue":"23","first_page":"3207","last_page":"3225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14374","display_name":"Statistical Methods in Epidemiology","score":0.007699999958276749,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12664","display_name":"Clinical practice guidelines implementation","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/critical-appraisal","display_name":"critical appraisal","score":0.6520000100135803},{"id":"https://openalex.org/keywords/predictive-model","display_name":"prediction model","score":0.5960000157356262},{"id":"https://openalex.org/keywords/prognostic-model","display_name":"prognostic model","score":0.8709999918937683},{"id":"https://openalex.org/keywords/multivariate-models","display_name":"multivariate models","score":0.8450000286102295},{"id":"https://openalex.org/keywords/systematic-reviews","display_name":"systematic reviews","score":0.6140000224113464},{"id":"https://openalex.org/keywords/atrial-fibrillation-prediction","display_name":"atrial fibrillation prediction","score":0.7940000295639038},{"id":"https://openalex.org/keywords/clinical-implementation","display_name":"clinical implementation","score":0.6100000143051147}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6921724081039429},{"id":"https://openalex.org/C2779356329","wikidata":"https://www.wikidata.org/wiki/Q922625","display_name":"Checklist","level":2,"score":0.6623717546463013},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6554396152496338},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.5666488409042358},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.523579478263855},{"id":"https://openalex.org/C152541439","wikidata":"https://www.wikidata.org/wiki/Q5186693","display_name":"Critical appraisal","level":3,"score":0.5041614770889282},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.5030173659324646},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.43476805090904236},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.42816871404647827},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36206889152526855},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3381742537021637},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2627313435077667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2348058521747589},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20516464114189148},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18501532077789307},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.09254109859466553},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000078202","descriptor_name":"Systematic Reviews as Topic","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":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1002/sim.8660","doi":"https://doi.org/10.1002/sim.8660","is_oa":false,"landing_page_url":"https://doi.org/10.1002/sim.8660","pdf_url":null,"source":{"id":"https://openalex.org/S55189604","display_name":"Statistics in Medicine","issn_l":"0277-6715","issn":["0277-6715","1097-0258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics in Medicine","raw_type":"journal-article"},{"id":"pmid:32583899","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32583899","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":"Statistics in medicine","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W197402492","https://openalex.org/W1830758076","https://openalex.org/W2000262264","https://openalex.org/W2006940889","https://openalex.org/W2008023699","https://openalex.org/W2010717178","https://openalex.org/W2059796825","https://openalex.org/W2077663753","https://openalex.org/W2090049989","https://openalex.org/W2097173178","https://openalex.org/W2102171609","https://openalex.org/W2108696783","https://openalex.org/W2115751016","https://openalex.org/W2120722598","https://openalex.org/W2140685775","https://openalex.org/W2145051815","https://openalex.org/W2154432863","https://openalex.org/W2167813229","https://openalex.org/W2211604239","https://openalex.org/W2273858640","https://openalex.org/W2302177077","https://openalex.org/W2307356964","https://openalex.org/W2399385044","https://openalex.org/W2509795914","https://openalex.org/W2571766406","https://openalex.org/W2598306648","https://openalex.org/W2611545926","https://openalex.org/W2619598797","https://openalex.org/W2761634306","https://openalex.org/W2777982354","https://openalex.org/W2801262765","https://openalex.org/W2807543555","https://openalex.org/W2885390908","https://openalex.org/W2885669967","https://openalex.org/W2969363818","https://openalex.org/W2969454802","https://openalex.org/W2974788689","https://openalex.org/W2989939634","https://openalex.org/W3020992444","https://openalex.org/W4233026002","https://openalex.org/W4285719527","https://openalex.org/W4292229870"],"related_works":["https://openalex.org/W3004830772","https://openalex.org/W4324101881","https://openalex.org/W2077663753","https://openalex.org/W7095546878","https://openalex.org/W4394181780","https://openalex.org/W4394180205","https://openalex.org/W2970971827","https://openalex.org/W7204828954","https://openalex.org/W4289778980","https://openalex.org/W6902415931"],"abstract_inverted_index":{"The":[0],"CHARMS":[1,49],"(critical":[2],"appraisal":[3],"and":[4,31,61,132],"data":[5],"extraction":[6],"for":[7,51,128],"systematic":[8,33,73],"reviews":[9],"of":[10,21,100],"prediction":[11],"modelling":[12],"studies)":[13],"checklist":[14],"was":[15],"created":[16],"to":[17,38,45,67,86,94,111,124],"provide":[18],"methodological":[19],"appraisals":[20],"predictive":[22,98,113],"models,":[23,54],"based":[24],"on":[25,43],"the":[26,58,68,72,92,104,116],"best":[27],"available":[28],"scientific":[29],"evidence":[30],"through":[32],"reviews.":[34],"Our":[35],"purpose":[36],"is":[37,77],"give":[39],"a":[40,48,82,95],"general":[41],"presentation":[42],"how":[44,62],"carry":[46],"out":[47],"analysis":[50],"prognostic":[52],"multivariate":[53],"making":[55],"clear":[56],"what":[57],"steps":[59,117],"are":[60,64],"they":[63],"applied":[65,110],"individually":[66],"studies":[69],"included":[70,130],"in":[71,103,119,139],"review.":[74],"This":[75,106],"tutorial":[76],"aimed":[78],"at":[79],"providing":[80],"such":[81],"resource.":[83],"In":[84],"addition":[85],"this":[87],"explanation,":[88],"we":[89],"will":[90],"apply":[91],"method":[93],"real":[96],"case:":[97],"models":[99,114],"atrial":[101],"fibrillation":[102],"community.":[105],"methodology":[107],"could":[108],"be":[109,137],"other":[112],"using":[115],"provided":[118],"our":[120],"review":[121],"so":[122],"as":[123],"have":[125],"complete":[126],"information":[127],"each":[129],"model":[131],"determine":[133],"whether":[134],"it":[135],"can":[136],"implemented":[138],"daily":[140],"clinical":[141],"practice.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-07-02T00:00:00"}