{"id":"https://openalex.org/W4321237779","doi":"https://doi.org/10.1186/s12874-023-01849-0","title":"CHARMS and PROBAST at your fingertips: a template for data extraction and risk of bias assessment in systematic reviews of predictive models","display_name":"CHARMS and PROBAST at your fingertips: a template for data extraction and risk of bias assessment in systematic reviews of predictive models","publication_year":2023,"publication_date":"2023-02-17","ids":{"openalex":"https://openalex.org/W4321237779","doi":"https://doi.org/10.1186/s12874-023-01849-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/36800933","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9936746"},"language":"en","primary_location":{"id":"doi:10.1186/s12874-023-01849-0","doi":"https://doi.org/10.1186/s12874-023-01849-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12874-023-01849-0","pdf_url":"https://bmcmedresmethodol.biomedcentral.com/counter/pdf/10.1186/s12874-023-01849-0","source":{"id":"https://openalex.org/S185874209","display_name":"BMC Medical Research Methodology","issn_l":"1471-2288","issn":["1471-2288"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Research Methodology","raw_type":"journal-article"},"volume":null,"type":"review","indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedresmethodol.biomedcentral.com/counter/pdf/10.1186/s12874-023-01849-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046206565","display_name":"Borja Manuel Fernandez-Felix","orcid":"https://orcid.org/0000-0002-8798-019X","observed_orcids":["https://orcid.org/0000-0002-8798-019X"]},"institutions":[{"id":"https://openalex.org/I4210127475","display_name":"Instituto Ram\u00f3n y Cajal de Investigaci\u00f3n Sanitaria","ror":"https://ror.org/03fftr154","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210127475"]},{"id":"https://openalex.org/I4210154894","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Epidemiolog\u00eda y Salud P\u00fablica","ror":"https://ror.org/050q0kv47","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4210154894","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210161852","display_name":"Hospital Universitario Ram\u00f3n y Cajal","ror":"https://ror.org/050eq1942","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210139293","https://openalex.org/I4210161852"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Borja M. Fernandez-Felix","raw_affiliation_strings":["CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain. borjamanuel.fernandez@salud.madrid.org","Clinical Biostatistics Unit, Hospital Universitario Ram\u00f3n y Cajal. IRYCIS, Madrid, Spain. borjamanuel.fernandez@salud.madrid.org","Clinical Biostatistics Unit, Hospital Universitario Ram\u00f3n y Cajal. IRYCIS, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain. borjamanuel.fernandez@salud.madrid.org","institution_ids":["https://openalex.org/I4210154894"]},{"raw_affiliation_string":"Clinical Biostatistics Unit, Hospital Universitario Ram\u00f3n y Cajal. IRYCIS, Madrid, Spain. borjamanuel.fernandez@salud.madrid.org","institution_ids":["https://openalex.org/I4210127475","https://openalex.org/I4210161852"]},{"raw_affiliation_string":"Clinical Biostatistics Unit, Hospital Universitario Ram\u00f3n y Cajal. IRYCIS, Madrid, Spain","institution_ids":["https://openalex.org/I4210127475","https://openalex.org/I4210161852"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062425022","display_name":"Jes\u00fas L\u00f3pez\u2010Alcalde","orcid":"https://orcid.org/0000-0002-1598-8790","observed_orcids":["https://orcid.org/0000-0002-1598-8790"]},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I232005693","display_name":"Universidad Francisco de Vitoria","ror":"https://ror.org/03ha64j07","country_code":"ES","type":"education","lineage":["https://openalex.org/I232005693"]},{"id":"https://openalex.org/I4210100468","display_name":"University Hospital Zurich","ror":"https://ror.org/01462r250","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210100468"]},{"id":"https://openalex.org/I4210127475","display_name":"Instituto Ram\u00f3n y Cajal de Investigaci\u00f3n Sanitaria","ror":"https://ror.org/03fftr154","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210127475"]},{"id":"https://openalex.org/I4210154894","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Epidemiolog\u00eda y Salud P\u00fablica","ror":"https://ror.org/050q0kv47","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4210154894","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210161852","display_name":"Hospital Universitario Ram\u00f3n y Cajal","ror":"https://ror.org/050eq1942","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210139293","https://openalex.org/I4210161852"]}],"countries":["CH","ES"],"is_corresponding":false,"raw_author_name":"Jesus L\u00f3pez-Alcalde","raw_affiliation_strings":["CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain","Clinical Biostatistics Unit, Hospital Universitario Ram\u00f3n y Cajal. IRYCIS, Madrid, Spain","Faculty of Health Sciences, Universidad Francisco de Vitoria (UFV), Madrid, Spain","Institute for Complementary and Integrative Medicine, University Hospital Zurich and University of Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain","institution_ids":["https://openalex.org/I4210154894"]},{"raw_affiliation_string":"Clinical Biostatistics Unit, Hospital Universitario Ram\u00f3n y Cajal. IRYCIS, Madrid, Spain","institution_ids":["https://openalex.org/I4210127475","https://openalex.org/I4210161852"]},{"raw_affiliation_string":"Faculty of Health Sciences, Universidad Francisco de Vitoria (UFV), Madrid, Spain","institution_ids":["https://openalex.org/I232005693"]},{"raw_affiliation_string":"Institute for Complementary and Integrative Medicine, University Hospital Zurich and University of Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423","https://openalex.org/I4210100468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002709295","display_name":"Marta Roqu\u00e9 i Figuls","orcid":"https://orcid.org/0000-0003-0043-1364","observed_orcids":["https://orcid.org/0000-0003-0043-1364"]},"institutions":[{"id":"https://openalex.org/I4210149208","display_name":"Iberoamerican Cochrane Centre","ror":"https://ror.org/048agjg30","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210149208"]},{"id":"https://openalex.org/I4210154894","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Epidemiolog\u00eda y Salud P\u00fablica","ror":"https://ror.org/050q0kv47","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4210154894","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4387155026","display_name":"Institut de Recerca Sant Pau","ror":"https://ror.org/005teat46","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387155026"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marta Roqu\u00e9","raw_affiliation_strings":["CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain","Iberoamerican Cochrane Centre - Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain","institution_ids":["https://openalex.org/I4210154894"]},{"raw_affiliation_string":"Iberoamerican Cochrane Centre - Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain","institution_ids":["https://openalex.org/I4210149208","https://openalex.org/I4387155026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029477250","display_name":"Alfonso Muriel","orcid":"https://orcid.org/0000-0002-4805-4011","observed_orcids":["https://orcid.org/0000-0002-4805-4011"]},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]},{"id":"https://openalex.org/I4210127475","display_name":"Instituto Ram\u00f3n y Cajal de Investigaci\u00f3n Sanitaria","ror":"https://ror.org/03fftr154","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210127475"]},{"id":"https://openalex.org/I4210154894","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Epidemiolog\u00eda y Salud P\u00fablica","ror":"https://ror.org/050q0kv47","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4210154894","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210161852","display_name":"Hospital Universitario Ram\u00f3n y Cajal","ror":"https://ror.org/050eq1942","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210139293","https://openalex.org/I4210161852"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alfonso Muriel","raw_affiliation_strings":["CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain","Clinical Biostatistics Unit, Hospital Universitario Ram\u00f3n y Cajal. IRYCIS, Madrid, Spain","Department of Nursing and Physiotherapy, Universidad de Alcala de Henares, Alcala de Henares, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain","institution_ids":["https://openalex.org/I4210154894"]},{"raw_affiliation_string":"Clinical Biostatistics Unit, Hospital Universitario Ram\u00f3n y Cajal. IRYCIS, Madrid, Spain","institution_ids":["https://openalex.org/I4210127475","https://openalex.org/I4210161852"]},{"raw_affiliation_string":"Department of Nursing and Physiotherapy, Universidad de Alcala de Henares, Alcala de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086877004","display_name":"Javier Zamora","orcid":"https://orcid.org/0000-0003-4901-588X","observed_orcids":["https://orcid.org/0000-0003-4901-588X"]},"institutions":[{"id":"https://openalex.org/I4210127475","display_name":"Instituto Ram\u00f3n y Cajal de Investigaci\u00f3n Sanitaria","ror":"https://ror.org/03fftr154","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210127475"]},{"id":"https://openalex.org/I4210154894","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Epidemiolog\u00eda y Salud P\u00fablica","ror":"https://ror.org/050q0kv47","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4210154894","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210161852","display_name":"Hospital Universitario Ram\u00f3n y Cajal","ror":"https://ror.org/050eq1942","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210139293","https://openalex.org/I4210161852"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Javier Zamora","raw_affiliation_strings":["CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain","Clinical Biostatistics Unit, Hospital Universitario Ram\u00f3n y Cajal. IRYCIS, Madrid, Spain","Institute of Metabolism and Systems Research, WHO Collaborating Centre for Global Women's Health, University of Birmingham, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIBER Epidemiology and Public Health (CIBERESP), Madrid, Spain","institution_ids":["https://openalex.org/I4210154894"]},{"raw_affiliation_string":"Clinical Biostatistics Unit, Hospital Universitario Ram\u00f3n y Cajal. IRYCIS, Madrid, Spain","institution_ids":["https://openalex.org/I4210127475","https://openalex.org/I4210161852"]},{"raw_affiliation_string":"Institute of Metabolism and Systems Research, WHO Collaborating Centre for Global Women's Health, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5046206565"],"corresponding_institution_ids":["https://openalex.org/I4210127475","https://openalex.org/I4210154894","https://openalex.org/I4210161852"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":8.7519,"has_fulltext":true,"cited_by_count":124,"citation_normalized_percentile":{"value":0.98148148,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"23","issue":"1","first_page":"44","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9990000128746033,"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":0.9990000128746033,"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":0.000699999975040555,"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":9.999999747378752e-05,"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/charm","display_name":"charm","score":0.7760000228881836},{"id":"https://openalex.org/keywords/probast","display_name":"PROBAST","score":0.9990000128746033},{"id":"https://openalex.org/keywords/clinical-prediction-model","display_name":"clinical prediction model","score":0.8700000047683716},{"id":"https://openalex.org/keywords/data-extraction","display_name":"data extraction","score":0.7789999842643738},{"id":"https://openalex.org/keywords/risk-of-bias-assessment","display_name":"risk of bias assessment","score":0.9929999709129333},{"id":"https://openalex.org/keywords/excel-templates","display_name":"Excel templates","score":0.8190000057220459},{"id":"https://openalex.org/keywords/systematic-review-reporting","display_name":"systematic review reporting","score":0.6729999780654907},{"id":"https://openalex.org/keywords/applicability-evaluation","display_name":"applicability assessment","score":0.7620000243186951},{"id":"https://openalex.org/keywords/reporting-guidelines","display_name":"reporting guidelines","score":0.31700000166893005}],"concepts":[{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.7701254487037659},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.7251086831092834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6529339551925659},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4708133637905121},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.441012978553772},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42746439576148987},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.4197002053260803},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4109003245830536},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.400434285402298},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2651475667953491},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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}],"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":true},{"descriptor_ui":"D015982","descriptor_name":"Bias","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":10,"locations":[{"id":"doi:10.1186/s12874-023-01849-0","doi":"https://doi.org/10.1186/s12874-023-01849-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12874-023-01849-0","pdf_url":"https://bmcmedresmethodol.biomedcentral.com/counter/pdf/10.1186/s12874-023-01849-0","source":{"id":"https://openalex.org/S185874209","display_name":"BMC Medical Research Methodology","issn_l":"1471-2288","issn":["1471-2288"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Research Methodology","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9936746","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9936746","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9936746/pdf/12874_2023_Article_1849.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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Med Res Methodol","raw_type":"Text"},{"id":"pmid:36800933","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36800933","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":"BMC medical research methodology","raw_type":"Journal Article"},{"id":"pmh:oai:www.zora.uzh.ch:239153","doi":null,"is_oa":true,"landing_page_url":"https://www.zora.uzh.ch/id/eprint/239153/1/ZORA_s12874_023_01849_0.pdf","pdf_url":"https://www.zora.uzh.ch/id/eprint/239153/1/ZORA_s12874_023_01849_0.pdf","source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Fernandez-Felix, Borja M; L\u00f3pez-Alcalde, Jes\u00fas; Roqu\u00e9, Marta; Muriel, Alfonso; Zamora, Javier (2023). CHARMS and PROBAST at your fingertips: a template for data extraction and risk of bias assessment in systematic reviews of predictive models. BMC Medical Research Methodology, 23(1):44.","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ddd.uab.cat:303882","doi":null,"is_oa":true,"landing_page_url":"https://ddd.uab.cat/record/303882","pdf_url":"https://ddd.uab.cat/pub/artpub/2023/303882/303882.pdf","source":{"id":"https://openalex.org/S4306400380","display_name":"Dip\u00f2sit Digital de Documents de la UAB (Universitat Aut\u00f2noma de Barcelona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I123044942","host_organization_name":"Universitat Aut\u00f2noma de Barcelona","host_organization_lineage":["https://openalex.org/I123044942"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:ddfv.ufv.es:10641/3894","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10641/3894","pdf_url":"https://ddfv.ufv.es/bitstreams/d00e3dc6-668d-4288-9cc3-26013657a47a/download","source":{"id":"https://openalex.org/S4306401997","display_name":"Deposito Digital UFV (Francisco de Vitoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I232005693","host_organization_name":"Universidad Francisco de Vitoria","host_organization_lineage":["https://openalex.org/I232005693"],"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":"","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/e1c78d15-cf0e-4e1a-a7c1-daa24d468be1","doi":null,"is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/e1c78d15-cf0e-4e1a-a7c1-daa24d468be1","pdf_url":"https://pure-oai.bham.ac.uk/ws/files/193588561/s12874_023_01849_0.pdf","source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fernandez-Felix , B M , L\u00f3pez-Alcalde , J , Roqu\u00e9 , M , Muriel , A & Zamora , J 2023 , ' CHARMS and PROBAST at your fingertips : a template for data extraction and risk of bias assessment in systematic reviews of predictive models ' , BMC Medical Research Methodology , vol. 23 , no. 1 , 44 . https://doi.org/10.1186/s12874-023-01849-0","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:37c1bc74398f4927852c79401025d2b2","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/37c1bc74398f4927852c79401025d2b2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Research Methodology, Vol 23, Iss 1, Pp 1-8 (2023)","raw_type":"article"},{"id":"pmh:oai:www.zora.uzh.ch:20.500.14742/211781","doi":null,"is_oa":true,"landing_page_url":"https://www.zora.uzh.ch/handle/20.500.14742/211781","pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fernandez-Felix, B. M., L\u00f3pez-Alcalde, J., Roqu\u00e9, M., Muriel, A., & Zamora, J. (2023). CHARMS and PROBAST at your fingertips: a template for data extraction and risk of bias assessment in systematic reviews of predictive models. BMC Medical Research Methodology, 23, 44. https://doi.org/10.1186/s12874-023-01849-0","raw_type":"Journal Article"},{"id":"doi:10.5167/uzh-239153","doi":"https://doi.org/10.5167/uzh-239153","is_oa":true,"landing_page_url":"https://doi.org/10.5167/uzh-239153","pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.1186/s12874-023-01849-0","doi":"https://doi.org/10.1186/s12874-023-01849-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12874-023-01849-0","pdf_url":"https://bmcmedresmethodol.biomedcentral.com/counter/pdf/10.1186/s12874-023-01849-0","source":{"id":"https://openalex.org/S185874209","display_name":"BMC Medical Research Methodology","issn_l":"1471-2288","issn":["1471-2288"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Research Methodology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.428600013256073,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G319964739","display_name":null,"funder_award_id":"Gr.42","funder_id":"https://openalex.org/F4320337520","funder_display_name":"Center for International Business Education and Research, University of Illinois at Urbana-Champaign"},{"id":"https://openalex.org/G3451528687","display_name":"An\u00e1lisis del valor pron\u00f3stico de biomarcadores en sepsis. Serie de Revisiones Sistem\u00e1ticas y recomendaciones GRADE para la pr\u00e1ctica cl\u00ednica.","funder_award_id":"PI19/00481","funder_id":"https://openalex.org/F4320334923","funder_display_name":"Instituto de Salud Carlos III"}],"funders":[{"id":"https://openalex.org/F4320334923","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320337520","display_name":"Center for International Business Education and Research, University of Illinois at Urbana-Champaign","ror":"https://ror.org/047426m28"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4321237779.pdf","grobid_xml":"https://content.openalex.org/works/W4321237779.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1581514961","https://openalex.org/W1974847584","https://openalex.org/W1984975291","https://openalex.org/W2039000952","https://openalex.org/W2077663753","https://openalex.org/W2128092159","https://openalex.org/W2159235877","https://openalex.org/W2570607799","https://openalex.org/W2605012755","https://openalex.org/W2605915294","https://openalex.org/W2739194528","https://openalex.org/W2786519130","https://openalex.org/W2907554860","https://openalex.org/W2907638671","https://openalex.org/W2915838127","https://openalex.org/W2917192931","https://openalex.org/W3004781512","https://openalex.org/W3173498424","https://openalex.org/W4256113187"],"related_works":["https://openalex.org/W4394180205","https://openalex.org/W4394181780","https://openalex.org/W7204828954","https://openalex.org/W7004469608","https://openalex.org/W2077663753","https://openalex.org/W2907638671","https://openalex.org/W4289778980","https://openalex.org/W7095546878","https://openalex.org/W3026562871","https://openalex.org/W7213363498"],"abstract_inverted_index":{"BACKGROUND:":[0],"Systematic":[1],"reviews":[2,43],"of":[3,5,20,44,59,62,84,109,114,125],"studies":[4],"clinical":[6,45,63],"prediction":[7,46,64,115],"models":[8,65],"are":[9,23,33],"becoming":[10],"increasingly":[11],"abundant":[12],"in":[13,26,41],"the":[14,34,82,107],"literature.":[15],"Data":[16],"extraction":[17,56],"and":[18,31,57,86,88,93,105,117,121],"risk":[19,58,83],"bias":[21,60,85],"assessment":[22,61],"critical":[24],"steps":[25,40],"any":[27],"systematic":[28,112,127],"review.":[29],"CHARMS":[30],"PROBAST":[32],"standard":[35],"tools":[36],"used":[37],"for":[38,54,75,96],"these":[39,42,126],"models.":[47],"RESULTS:":[48],"We":[49,99],"developed":[50],"an":[51],"Excel":[52],"template":[53,71,102],"data":[55],"including":[66],"both":[67],"recommended":[68],"tools.":[69],"The":[70],"makes":[72],"it":[73],"easier":[74],"reviewers":[76],"to":[77,80,89],"extract":[78],"data,":[79],"assess":[81],"applicability,":[87],"produce":[90],"results":[91],"tables":[92],"figures":[94],"ready":[95],"publication.":[97],"CONCLUSION:":[98],"hope":[100],"this":[101],"will":[103],"simplify":[104],"standardize":[106],"process":[108],"conducting":[110],"a":[111,119],"review":[113],"models,":[116],"promote":[118],"better":[120],"more":[122],"comprehensive":[123],"reporting":[124],"reviews.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":41},{"year":2025,"cited_by_count":47},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":6}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2023-02-18T00:00:00"}