{"id":"https://openalex.org/W4416458971","doi":"https://doi.org/10.1038/s41746-025-02153-5","title":"Author Correction: Semi-automated surveillance of surgical site infections using machine learning and rule-based classification models","display_name":"Author Correction: Semi-automated surveillance of surgical site infections using machine learning and rule-based classification models","publication_year":2025,"publication_date":"2025-11-21","ids":{"openalex":"https://openalex.org/W4416458971","doi":"https://doi.org/10.1038/s41746-025-02153-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/41272279"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-02153-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-02153-5","pdf_url":"https://www.nature.com/articles/s41746-025-02153-5.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-02153-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109961164","display_name":"Am\u00e9rico Agostinho","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Am\u00e9rico Agostinho","raw_affiliation_strings":["Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106063257","display_name":"Etienne Chalot","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Etienne Chalot","raw_affiliation_strings":["Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062806586","display_name":"Daniel A. Toledo-Teixeira","orcid":"https://orcid.org/0000-0002-4055-058X"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Daniel Teixeira","raw_affiliation_strings":["Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025150810","display_name":"Davide Giovanni Bosetti","orcid":"https://orcid.org/0000-0002-2654-1281"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Davide Bosetti","raw_affiliation_strings":["Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074263021","display_name":"Niccol\u00f2 Buetti","orcid":"https://orcid.org/0000-0002-8096-1834"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Niccol\u00f2 Buetti","raw_affiliation_strings":["Faculty of Medicine, University of Geneva, Geneva, Switzerland","Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052856389","display_name":"Gaud Catho","orcid":"https://orcid.org/0000-0002-4948-0944"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gaud Catho","raw_affiliation_strings":["Faculty of Medicine, University of Geneva, Geneva, Switzerland","Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111777312","display_name":"St\u00e9phan Harbarth","orcid":null},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Stephan Harbarth","raw_affiliation_strings":["Faculty of Medicine, University of Geneva, Geneva, Switzerland","Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100645455","display_name":"Mohamed Abbas","orcid":"https://orcid.org/0000-0002-3141-2900"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I348769827","display_name":"Public Health England","ror":"https://ror.org/00vbvha87","country_code":"GB","type":"government","lineage":["https://openalex.org/I1311074006","https://openalex.org/I348769827"]},{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]},{"id":"https://openalex.org/I6312358","display_name":"Geneva College","ror":"https://ror.org/02vb7sj25","country_code":"US","type":"education","lineage":["https://openalex.org/I6312358"]}],"countries":["CH","GB","US"],"is_corresponding":true,"raw_author_name":"Mohamed Abbas","raw_affiliation_strings":["Faculty of Medicine, University of Geneva, Geneva, Switzerland. mohamed.abbas@hug.ch","Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland. mohamed.abbas@hug.ch","MRC Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK. mohamed.abbas@hug.ch","Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland","Faculty of Medicine, University of Geneva, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, University of Geneva, Geneva, Switzerland. mohamed.abbas@hug.ch","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland. mohamed.abbas@hug.ch","institution_ids":["https://openalex.org/I6312358"]},{"raw_affiliation_string":"MRC Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK. mohamed.abbas@hug.ch","institution_ids":["https://openalex.org/I348769827"]},{"raw_affiliation_string":"Infection Control Programme and WHO Collaborating Centre on Infection Prevention and Control and Antimicrobial Resistance, Geneva University Hospitals, Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]},{"raw_affiliation_string":"Faculty of Medicine, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100645455"],"corresponding_institution_ids":["https://openalex.org/I114457229","https://openalex.org/I348769827","https://openalex.org/I4210106256","https://openalex.org/I6312358"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16966219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"1","first_page":"707","last_page":"707"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.2590000033378601,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.2590000033378601,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11080","display_name":"Surgical site infection prevention","score":0.13210000097751617,"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"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.0333000011742115,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.25270000100135803},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.2393999993801117},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2159000039100647},{"id":"https://openalex.org/keywords/patient-care","display_name":"Patient care","score":0.20970000326633453}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5814999938011169},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.491100013256073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48019999265670776},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3659000098705292},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.2913999855518341},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.25270000100135803},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2393999993801117},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2159000039100647},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.20970000326633453},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.2070000022649765}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-025-02153-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-02153-5","pdf_url":"https://www.nature.com/articles/s41746-025-02153-5.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:41272279","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41272279","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:5d28994c5f3b43e9881c241da9165300","is_oa":true,"landing_page_url":"https://doaj.org/article/5d28994c5f3b43e9881c241da9165300","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,"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":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-1 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11445880","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12639050","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-02153-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-02153-5","pdf_url":"https://www.nature.com/articles/s41746-025-02153-5.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416458971.pdf","grobid_xml":"https://content.openalex.org/works/W4416458971.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0,14,37],"the":[1,15,18,46,81,85],"original":[2],"version":[3],"of":[4,20],"this":[5],"Article,":[6],"several":[7],"numerical":[8],"values":[9,96],"were":[10,42,90],"incorrectly":[11],"reported:":[12],"1.":[13,35],"Results":[16],"section,":[17],"proportion":[19],"male":[21],"patients":[22,41],"was":[23],"stated":[24],"as":[25],"52%.":[26],"The":[27,51,94],"correct":[28,95],"value":[29],"is":[30],"59%,":[31],"consistent":[32],"with":[33],"Table":[34,38],"2.":[36],"1,":[39],"two":[40],"inadvertently":[43],"omitted":[44],"from":[45],"ASA":[47,58,69],"score":[48],"category":[49],"rows.":[50],"corrected":[52],"counts":[53],"and":[54],"percentages":[55],"are:":[56,97],"a.":[57],"1-2:":[59],"737":[60],"(55.9%),":[61],"48":[62],"(5.7%),":[63],"1,360":[64],"(77.0%),":[65],"2,145":[66],"(54.6%)":[67],"b.":[68],"\u22653:":[70],"581":[71],"(44.1%),":[72],"799":[73],"(94.3%),":[74],"406":[75],"(23.0%),":[76],"1,786":[77],"(45.4%)":[78],"3.":[79],"For":[80],"rule-based":[82],"model":[83],"in":[84],"validation":[86],"set,":[87],"performance":[88],"metrics":[89],"inconsistent":[91],"across":[92],"sections.":[93],"Sensitivity:":[98],"1.000":[99,115],"(95%":[100,108,116],"CI":[101,109,117],"0.954\u20131.000)":[102],"False":[103],"Negative":[104,111],"Rate":[105],"(FNR):":[106],"0.00%":[107],"0.00\u20134.60)":[110],"Predictive":[112],"Value":[113],"(NPV):":[114],"0.998\u20131.000)":[118]},"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-11-23T00:00:00"}
