{"id":"https://openalex.org/W4385475778","doi":"https://doi.org/10.1093/bib/bbad267","title":"ReProMSig: an integrative platform for development and application of reproducible multivariable models for cancer prognosis supporting guideline-based transparent reporting","display_name":"ReProMSig: an integrative platform for development and application of reproducible multivariable models for cancer prognosis supporting guideline-based transparent reporting","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385475778","doi":"https://doi.org/10.1093/bib/bbad267","pmid":"https://pubmed.ncbi.nlm.nih.gov/37529934"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbad267","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbad267","pdf_url":"https://academic.oup.com/bib/article-pdf/24/5/bbad267/51710658/bbad267.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bib/article-pdf/24/5/bbad267/51710658/bbad267.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047659429","display_name":"Tingting Zhao","orcid":"https://orcid.org/0000-0003-3787-2016"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210093964","display_name":"Peking University Cancer Hospital","ror":"https://ror.org/00nyxxr91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093964"]},{"id":"https://openalex.org/I4210147617","display_name":"Ministry of Education","ror":"https://ror.org/0429te836","country_code":"ET","type":"government","lineage":["https://openalex.org/I4210147617"]}],"countries":["CN","ET"],"is_corresponding":false,"raw_author_name":"Tingting Zhao","raw_affiliation_strings":["Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) , Center for Cancer Bioinformatics, , Beijing 100142 , China","Peking University Cancer Hospital & Institute , Center for Cancer Bioinformatics, , Beijing 100142 , China","Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Center for Cancer Bioinformatics, Peking University Cancer Hospital & Institute, Beijing 100142, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) , Center for Cancer Bioinformatics, , Beijing 100142 , China","institution_ids":["https://openalex.org/I4210147617"]},{"raw_affiliation_string":"Peking University Cancer Hospital & Institute , Center for Cancer Bioinformatics, , Beijing 100142 , China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210093964"]},{"raw_affiliation_string":"Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Center for Cancer Bioinformatics, Peking University Cancer Hospital & Institute, Beijing 100142, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210093964"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044686963","display_name":"Lihua Cao","orcid":"https://orcid.org/0000-0003-0761-3224"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210093964","display_name":"Peking University Cancer Hospital","ror":"https://ror.org/00nyxxr91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093964"]},{"id":"https://openalex.org/I4210147617","display_name":"Ministry of Education","ror":"https://ror.org/0429te836","country_code":"ET","type":"government","lineage":["https://openalex.org/I4210147617"]}],"countries":["CN","ET"],"is_corresponding":false,"raw_author_name":"Lihua Cao","raw_affiliation_strings":["Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) , Center for Cancer Bioinformatics, , Beijing 100142 , China","Peking University Cancer Hospital & Institute , Center for Cancer Bioinformatics, , Beijing 100142 , China","Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Center for Cancer Bioinformatics, Peking University Cancer Hospital & Institute, Beijing 100142, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) , Center for Cancer Bioinformatics, , Beijing 100142 , China","institution_ids":["https://openalex.org/I4210147617"]},{"raw_affiliation_string":"Peking University Cancer Hospital & Institute , Center for Cancer Bioinformatics, , Beijing 100142 , China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210093964"]},{"raw_affiliation_string":"Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Center for Cancer Bioinformatics, Peking University Cancer Hospital & Institute, Beijing 100142, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210093964"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111348379","display_name":"Jiafu Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210093964","display_name":"Peking University Cancer Hospital","ror":"https://ror.org/00nyxxr91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093964"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafu Ji","raw_affiliation_strings":["Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute , Beijing 100142 , China"],"raw_orcid":"https://orcid.org/0000-0001-8648-8681","affiliations":[{"raw_affiliation_string":"Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute , Beijing 100142 , China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210093964"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009039019","display_name":"David K. Chang","orcid":"https://orcid.org/0000-0002-4821-3078"},"institutions":[{"id":"https://openalex.org/I2800666604","display_name":"Glasgow Royal Infirmary","ror":"https://ror.org/00bjck208","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800201399","https://openalex.org/I2800666604"]},{"id":"https://openalex.org/I4210090991","display_name":"Institute of Cancer Research","ror":"https://ror.org/00dpztj76","country_code":"CA","type":"facility","lineage":["https://openalex.org/I176337269","https://openalex.org/I4210090991"]},{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"David K Chang","raw_affiliation_strings":["University of Glasgow , Institute of Cancer Sciences, , Scotland , United Kingdom","West of Scotland Pancreatic Unit, Glasgow Royal Infirmary , Glasgow , United Kingdom","Wolfson Wohl Cancer Research Centre , Institute of Cancer Sciences, , Scotland , United Kingdom","Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Scotland, United Kingdom","West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-4821-3078","affiliations":[{"raw_affiliation_string":"University of Glasgow , Institute of Cancer Sciences, , Scotland , United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"West of Scotland Pancreatic Unit, Glasgow Royal Infirmary , Glasgow , United Kingdom","institution_ids":["https://openalex.org/I2800666604"]},{"raw_affiliation_string":"Wolfson Wohl Cancer Research Centre , Institute of Cancer Sciences, , Scotland , United Kingdom","institution_ids":["https://openalex.org/I4210090991"]},{"raw_affiliation_string":"Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Scotland, United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I2800666604"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068746343","display_name":"Jianmin Wu","orcid":"https://orcid.org/0000-0002-8876-128X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210093964","display_name":"Peking University Cancer Hospital","ror":"https://ror.org/00nyxxr91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093964"]},{"id":"https://openalex.org/I4210133846","display_name":"Peking University International Hospital","ror":"https://ror.org/03jxhcr96","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210133846"]},{"id":"https://openalex.org/I4210147617","display_name":"Ministry of Education","ror":"https://ror.org/0429te836","country_code":"ET","type":"government","lineage":["https://openalex.org/I4210147617"]}],"countries":["CN","ET"],"is_corresponding":true,"raw_author_name":"Jianmin Wu","raw_affiliation_strings":["Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) , Center for Cancer Bioinformatics, , Beijing 100142 , China","Peking University Cancer Hospital & Institute , Center for Cancer Bioinformatics, , Beijing 100142 , China","Peking University International Cancer Institute, Peking University , Beijing 100191 , China","Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Center for Cancer Bioinformatics, Peking University Cancer Hospital & Institute, Beijing 100142, China"],"raw_orcid":"https://orcid.org/0000-0002-8876-128X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) , Center for Cancer Bioinformatics, , Beijing 100142 , China","institution_ids":["https://openalex.org/I4210147617"]},{"raw_affiliation_string":"Peking University Cancer Hospital & Institute , Center for Cancer Bioinformatics, , Beijing 100142 , China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210093964"]},{"raw_affiliation_string":"Peking University International Cancer Institute, Peking University , Beijing 100191 , China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210133846"]},{"raw_affiliation_string":"Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Center for Cancer Bioinformatics, Peking University Cancer Hospital & Institute, Beijing 100142, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210093964"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5068746343"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210093964","https://openalex.org/I4210133846","https://openalex.org/I4210147617"],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":null,"fwci":0.2691,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6168366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"24","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9829999804496765,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/checklist","display_name":"Checklist","score":0.7225227952003479},{"id":"https://openalex.org/keywords/guideline","display_name":"Guideline","score":0.6759611964225769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6172197461128235},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46810173988342285},{"id":"https://openalex.org/keywords/multivariable-calculus","display_name":"Multivariable calculus","score":0.4656219184398651},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.42754796147346497},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4121345281600952},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.38517770171165466},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35015833377838135},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3375725746154785},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12890157103538513},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.11511889100074768},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11314859986305237}],"concepts":[{"id":"https://openalex.org/C2779356329","wikidata":"https://www.wikidata.org/wiki/Q922625","display_name":"Checklist","level":2,"score":0.7225227952003479},{"id":"https://openalex.org/C2780182762","wikidata":"https://www.wikidata.org/wiki/Q1630279","display_name":"Guideline","level":2,"score":0.6759611964225769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6172197461128235},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46810173988342285},{"id":"https://openalex.org/C117312493","wikidata":"https://www.wikidata.org/wiki/Q2035437","display_name":"Multivariable calculus","level":2,"score":0.4656219184398651},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.42754796147346497},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4121345281600952},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.38517770171165466},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35015833377838135},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3375725746154785},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12890157103538513},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.11511889100074768},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11314859986305237},{"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/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[{"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":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D057189","descriptor_name":"Checklist","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057189","descriptor_name":"Checklist","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057189","descriptor_name":"Checklist","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1093/bib/bbad267","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbad267","pdf_url":"https://academic.oup.com/bib/article-pdf/24/5/bbad267/51710658/bbad267.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:37529934","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37529934","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":"Briefings in bioinformatics","raw_type":null}],"best_oa_location":{"id":"doi:10.1093/bib/bbad267","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbad267","pdf_url":"https://academic.oup.com/bib/article-pdf/24/5/bbad267/51710658/bbad267.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4300000071525574,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G800810572","display_name":null,"funder_award_id":"Z201100008320006","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G8726762491","display_name":null,"funder_award_id":"2019-1","funder_id":"https://openalex.org/F4320323114","funder_display_name":"Beijing Municipal Health Commission"}],"funders":[{"id":"https://openalex.org/F4320318547","display_name":"Baidu","ror":"https://ror.org/03vs3wt56"},{"id":"https://openalex.org/F4320323114","display_name":"Beijing Municipal Health Commission","ror":"https://ror.org/0374a5s68"},{"id":"https://openalex.org/F4320325902","display_name":"Beijing Municipal Science and Technology Commission","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385475778.pdf","grobid_xml":"https://content.openalex.org/works/W4385475778.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1993273815","https://openalex.org/W1994682257","https://openalex.org/W2018116321","https://openalex.org/W2021173510","https://openalex.org/W2042080283","https://openalex.org/W2052825782","https://openalex.org/W2096910745","https://openalex.org/W2105882193","https://openalex.org/W2107956883","https://openalex.org/W2109708237","https://openalex.org/W2119565091","https://openalex.org/W2121906867","https://openalex.org/W2124593264","https://openalex.org/W2128985829","https://openalex.org/W2132619562","https://openalex.org/W2144271124","https://openalex.org/W2149199519","https://openalex.org/W2158485828","https://openalex.org/W2160377567","https://openalex.org/W2166273484","https://openalex.org/W2168051713","https://openalex.org/W2195297470","https://openalex.org/W2481029616","https://openalex.org/W2730398390","https://openalex.org/W2762658547","https://openalex.org/W2773843110","https://openalex.org/W2805627121","https://openalex.org/W2807055401","https://openalex.org/W2884353927","https://openalex.org/W2889413231","https://openalex.org/W2945103729","https://openalex.org/W3004781275","https://openalex.org/W3009535750","https://openalex.org/W3022423927","https://openalex.org/W3035701850","https://openalex.org/W3145073795","https://openalex.org/W3190604864","https://openalex.org/W4232217265","https://openalex.org/W4233026002","https://openalex.org/W4318919835"],"related_works":["https://openalex.org/W1576377477","https://openalex.org/W4234875088","https://openalex.org/W2224575301","https://openalex.org/W2721687755","https://openalex.org/W2094884221","https://openalex.org/W2098668137","https://openalex.org/W4245465950","https://openalex.org/W1977730802","https://openalex.org/W2341671772","https://openalex.org/W2119694297"],"abstract_inverted_index":{"Adequate":[0],"reporting":[1,25,48,60,81,132,145,158],"is":[2,65],"essential":[3],"for":[4,37,59,109,119,181,196,219,227,242],"evaluating":[5],"the":[6,41,52,88,106,148,186],"performance":[7],"and":[8,28,112,138,173,199,222,233,246],"clinical":[9,29],"utility":[10],"of":[11,21,33,44,69,82,90,114,188,192,224],"a":[12,19,66,101,115,142,165,207,230,239],"prognostic":[13,61,193],"prediction":[14,35,117,167],"model.":[15],"Previous":[16],"studies":[17,30,62],"indicated":[18],"prevalence":[20],"incomplete":[22],"or":[23],"suboptimal":[24],"in":[26,79,87,141,204,229],"translational":[27],"involving":[31],"development":[32,191],"multivariable":[34,116],"models":[36],"prognosis,":[38,121],"which":[39,72,236],"limited":[40],"potential":[42],"applications":[43],"these":[45],"models.":[46],"While":[47],"templates":[49],"introduced":[50],"by":[51,133,190,211],"established":[53],"guidelines":[54],"provide":[55],"an":[56,216],"invaluable":[57],"framework":[58,108,218],"uniformly,":[63],"there":[64],"widespread":[67],"lack":[68],"qualified":[70],"adherence,":[71],"may":[73],"be":[74,161,238],"due":[75],"to":[76,169],"miscellaneous":[77],"challenges":[78],"manual":[80,153],"extensive":[83],"model":[84,118],"details,":[85],"especially":[86],"era":[89],"precision":[91],"medicine.":[92],"Here,":[93],"we":[94],"present":[95],"ReProMSig":[96,128,189,214],"(Reproducible":[97],"Prognosis":[98],"Molecular":[99],"Signature),":[100],"web-based":[102],"integrative":[103],"platform":[104,129],"providing":[105],"analysis":[107,139],"development,":[110,220],"validation":[111],"application":[113,180,223],"cancer":[120,202,228],"using":[122],"clinicopathological":[123],"features":[124],"and/or":[125],"molecular":[126,194],"profiles.":[127],"supports":[130],"transparent":[131,232],"presenting":[134],"both":[135],"methodology":[136],"details":[137],"results":[140],"strictly":[143],"structured":[144],"file,":[146],"following":[147],"guideline":[149],"checklist":[150],"with":[151,164,206],"minimal":[152],"input":[154],"needed.":[155],"The":[156],"generated":[157],"file":[159],"can":[160],"published":[162,208],"together":[163],"developed":[166],"model,":[168],"allow":[170],"thorough":[171],"interrogation":[172],"external":[174],"validation,":[175],"as":[176,178],"well":[177],"online":[179],"prospective":[182],"cases.":[183],"We":[184],"demonstrated":[185],"utilities":[187],"signatures":[195],"stage":[197],"II":[198],"III":[200],"colorectal":[201],"respectively,":[203],"comparison":[205],"signature":[209],"reproduced":[210],"ReProMSig.":[212],"Together,":[213],"provides":[215],"integrated":[217],"evaluation":[221],"prognostic/predictive":[225],"biomarkers":[226],"more":[231],"reproducible":[234],"way,":[235],"would":[237],"useful":[240],"resource":[241],"health":[243],"care":[244],"professionals":[245],"biomedical":[247],"researchers.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}