{"id":"https://openalex.org/W4394623005","doi":"https://doi.org/10.1016/j.heliyon.2024.e29372","title":"Differentiating viral and bacterial infections: A machine learning model based on routine blood test values","display_name":"Differentiating viral and bacterial infections: A machine learning model based on routine blood test values","publication_year":2024,"publication_date":"2024-04-01","ids":{"openalex":"https://openalex.org/W4394623005","doi":"https://doi.org/10.1016/j.heliyon.2024.e29372","pmid":"https://pubmed.ncbi.nlm.nih.gov/38644832","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11033127"},"language":"en","primary_location":{"id":"doi:10.1016/j.heliyon.2024.e29372","doi":"https://doi.org/10.1016/j.heliyon.2024.e29372","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.heliyon.2024.e29372","pdf_url":null,"source":{"id":"https://openalex.org/S2898612692","display_name":"Heliyon","issn_l":"2405-8440","issn":["2405-8440"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","ki-jl-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heliyon","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.heliyon.2024.e29372","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009106637","display_name":"Gregor Gun\u010dar","orcid":"https://orcid.org/0000-0003-4500-6951","observed_orcids":["https://orcid.org/0000-0003-4500-6951"]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Gregor Gun\u010dar","raw_affiliation_strings":["Faculty of Chemistry and Chemical Technology, University of Ljubljana, Slovenia","Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-4500-6951","affiliations":[{"raw_affiliation_string":"Faculty of Chemistry and Chemical Technology, University of Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]},{"raw_affiliation_string":"Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060711439","display_name":"Matja\u017e Kukar","orcid":"https://orcid.org/0000-0002-1242-7947","observed_orcids":["https://orcid.org/0000-0002-1242-7947"]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Matja\u017e Kukar","raw_affiliation_strings":["Faculty of Computer and Information Science, University of Ljubljana, Slovenia","Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Science, University of Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]},{"raw_affiliation_string":"Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059020893","display_name":"Tim Smole","orcid":"https://orcid.org/0000-0002-5713-7628","observed_orcids":["https://orcid.org/0000-0002-5713-7628"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tim Smole","raw_affiliation_strings":["Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024891302","display_name":"Sa\u0161o Mo\u0161kon","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sa\u0161o Mo\u0161kon","raw_affiliation_strings":["Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067431052","display_name":"Toma\u017e D. Vovko","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2801323708","display_name":"Ljubljana University Medical Centre","ror":"https://ror.org/01nr6fy72","country_code":"SI","type":"healthcare","lineage":["https://openalex.org/I2801323708"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Toma\u017e Vovko","raw_affiliation_strings":["Department of Infectious Diseases, University Medical Centre Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Infectious Diseases, University Medical Centre Ljubljana, Slovenia","institution_ids":["https://openalex.org/I2801323708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088719506","display_name":"Simon Podnar","orcid":"https://orcid.org/0000-0003-2541-0172","observed_orcids":["https://orcid.org/0000-0003-2541-0172"]},"institutions":[{"id":"https://openalex.org/I2801323708","display_name":"Ljubljana University Medical Centre","ror":"https://ror.org/01nr6fy72","country_code":"SI","type":"healthcare","lineage":["https://openalex.org/I2801323708"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Simon Podnar","raw_affiliation_strings":["Division of Neurology, University Medical Centre Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Neurology, University Medical Centre Ljubljana, Slovenia","institution_ids":["https://openalex.org/I2801323708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084952036","display_name":"Peter \u010cernel\u010d","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter \u010cernel\u010d","raw_affiliation_strings":["Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088589821","display_name":"Miran Brvar","orcid":"https://orcid.org/0000-0002-8493-3638","observed_orcids":["https://orcid.org/0000-0002-8493-3638"]},"institutions":[{"id":"https://openalex.org/I2801323708","display_name":"Ljubljana University Medical Centre","ror":"https://ror.org/01nr6fy72","country_code":"SI","type":"healthcare","lineage":["https://openalex.org/I2801323708"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Miran Brvar","raw_affiliation_strings":["Centre for Clinical Toxicology and Pharmacology, University Medical Centre Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Clinical Toxicology and Pharmacology, University Medical Centre Ljubljana, Slovenia","institution_ids":["https://openalex.org/I2801323708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027781602","display_name":"Mateja Notar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mateja Notar","raw_affiliation_strings":["Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114250450","display_name":"M. Koster","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manca K\u00f6ster","raw_affiliation_strings":["Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029279575","display_name":"Marjeta Tu\u0161ek Jelenc","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marjeta Tu\u0161ek Jelenc","raw_affiliation_strings":["Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092023722","display_name":"\u017diga Osterc","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u017diga Osterc","raw_affiliation_strings":["Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065048080","display_name":"Marko Notar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marko Notar","raw_affiliation_strings":["Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Blood Analytics Swiss SA, CH-8008, Z\u00fcrich, Switzerland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065048080"],"corresponding_institution_ids":[],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":5.9746,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.97039754,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"10","issue":"8","first_page":"e29372","last_page":"e29372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.46000000834465027,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.46000000834465027,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.3865000009536743,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.1088000014424324,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/routine-blood-tests","display_name":"routine blood tests","score":0.7670000195503235},{"id":"https://openalex.org/keywords/c-reactive-protein","display_name":"C-reactive protein","score":0.9409999847412109},{"id":"https://openalex.org/keywords/antibiotic-stewardship","display_name":"antibiotic stewardship","score":0.6930000185966492},{"id":"https://openalex.org/keywords/antibiotic-resistance","display_name":"antibiotic resistance","score":0.781000018119812},{"id":"https://openalex.org/keywords/machine-learning-diagnostic-model","display_name":"machine learning diagnostic model","score":0.574999988079071},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.42399999499320984},{"id":"https://openalex.org/keywords/infection-severity-prediction","display_name":"infection severity prediction","score":0.34200000762939453},{"id":"https://openalex.org/keywords/blood-biomarkers","display_name":"blood biomarkers","score":0.30300000309944153}],"concepts":[{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5296195149421692},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.47564077377319336},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.4341388940811157},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.41593897342681885},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23435157537460327},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":9,"locations":[{"id":"doi:10.1016/j.heliyon.2024.e29372","doi":"https://doi.org/10.1016/j.heliyon.2024.e29372","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.heliyon.2024.e29372","pdf_url":null,"source":{"id":"https://openalex.org/S2898612692","display_name":"Heliyon","issn_l":"2405-8440","issn":["2405-8440"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","ki-jl-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heliyon","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.4459567","doi":"https://doi.org/10.2139/ssrn.4459567","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4459567","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:pubmedcentral.nih.gov:11033127","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11033127","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11033127/pdf/main.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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heliyon","raw_type":"Text"},{"id":"pmid:38644832","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38644832","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":"Heliyon","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:2305.07877","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2305.07877","pdf_url":"https://arxiv.org/pdf/2305.07877","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:dirros.openscience.si:IzpisGradiva.php?id=29930","doi":null,"is_oa":true,"landing_page_url":"https://dirros.openscience.si/IzpisGradiva.php?id=29930","pdf_url":"https://dirros.openscience.si/Dokument.php?id=45071&dn=","source":{"id":"https://openalex.org/S4377196363","display_name":"DiRROS repository (University of Maribor)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I37696226","host_organization_name":"University of Maribor","host_organization_lineage":["https://openalex.org/I37696226"],"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":"ISSN: 2405-8440","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:repozitorij.uni-lj.si:IzpisGradiva.php?id=156195","doi":null,"is_oa":true,"landing_page_url":"https://repozitorij.uni-lj.si/Dokument.php?id=183513&amp;dn=","pdf_url":"https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=183514&dn=","source":{"id":"https://openalex.org/S4377196268","display_name":"Repository of the University of Ljubljana (University of Ljubljana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I153976015","host_organization_name":"University of Ljubljana","host_organization_lineage":["https://openalex.org/I153976015"],"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":"Heliyon, vol. 10, no. 8, e29372, 2024.","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:45d0ce9391574ac288911225263d43d4","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/45d0ce9391574ac288911225263d43d4","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":"Heliyon, Vol 10, Iss 8, Pp e29372- (2024)","raw_type":"article"},{"id":"doi:10.48550/arxiv.2305.07877","doi":"https://doi.org/10.48550/arxiv.2305.07877","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2305.07877","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1016/j.heliyon.2024.e29372","doi":"https://doi.org/10.1016/j.heliyon.2024.e29372","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.heliyon.2024.e29372","pdf_url":null,"source":{"id":"https://openalex.org/S2898612692","display_name":"Heliyon","issn_l":"2405-8440","issn":["2405-8440"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","ki-jl-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heliyon","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9922999739646912}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394623005.pdf","grobid_xml":"https://content.openalex.org/works/W4394623005.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W10980763","https://openalex.org/W1565746575","https://openalex.org/W1578542647","https://openalex.org/W1972978214","https://openalex.org/W1973948212","https://openalex.org/W1981904722","https://openalex.org/W1992431343","https://openalex.org/W2009953698","https://openalex.org/W2013636685","https://openalex.org/W2024886564","https://openalex.org/W2033541705","https://openalex.org/W2048521619","https://openalex.org/W2052330308","https://openalex.org/W2061811426","https://openalex.org/W2065130324","https://openalex.org/W2073241381","https://openalex.org/W2079359777","https://openalex.org/W2082402714","https://openalex.org/W2097220938","https://openalex.org/W2102807025","https://openalex.org/W2106578604","https://openalex.org/W2112865076","https://openalex.org/W2121093175","https://openalex.org/W2122111042","https://openalex.org/W2129888542","https://openalex.org/W2138892734","https://openalex.org/W2138904389","https://openalex.org/W2140353364","https://openalex.org/W2144697807","https://openalex.org/W2147306441","https://openalex.org/W2148540129","https://openalex.org/W2149706766","https://openalex.org/W2158698691","https://openalex.org/W2177870565","https://openalex.org/W2189116376","https://openalex.org/W2295598076","https://openalex.org/W2317184793","https://openalex.org/W2415251397","https://openalex.org/W2418525872","https://openalex.org/W2434799226","https://openalex.org/W2487898712","https://openalex.org/W2566149680","https://openalex.org/W2581082771","https://openalex.org/W2605592668","https://openalex.org/W2606867589","https://openalex.org/W2618851150","https://openalex.org/W2741016737","https://openalex.org/W2784499877","https://openalex.org/W2789894922","https://openalex.org/W2790286597","https://openalex.org/W2798105113","https://openalex.org/W2883265831","https://openalex.org/W2889326414","https://openalex.org/W2904838267","https://openalex.org/W2908201961","https://openalex.org/W2911964244","https://openalex.org/W2977776727","https://openalex.org/W2980276209","https://openalex.org/W3012290165","https://openalex.org/W3033612360","https://openalex.org/W3042255588","https://openalex.org/W3080317934","https://openalex.org/W3081508779","https://openalex.org/W3091629566","https://openalex.org/W3108346489","https://openalex.org/W3130055273","https://openalex.org/W3174086521","https://openalex.org/W3177085049","https://openalex.org/W4220706225","https://openalex.org/W4220814249","https://openalex.org/W4220894385","https://openalex.org/W4224073853","https://openalex.org/W4224246914","https://openalex.org/W4239510810","https://openalex.org/W4252684946","https://openalex.org/W4366828815","https://openalex.org/W4380997475","https://openalex.org/W6686723365","https://openalex.org/W6910681941"],"related_works":["https://openalex.org/W7213897215","https://openalex.org/W4390060510","https://openalex.org/W4416692852","https://openalex.org/W3128383473","https://openalex.org/W4414063851","https://openalex.org/W3033612360","https://openalex.org/W4387473747","https://openalex.org/W2754143773","https://openalex.org/W4389947998","https://openalex.org/W3157797223"],"abstract_inverted_index":{"The":[0,133],"growing":[1],"threat":[2],"of":[3,53,66,71,76,82,92,110,126],"antibiotic":[4,16],"resistance":[5],"necessitates":[6],"accurate":[7],"differentiation":[8],"between":[9,32],"bacterial":[10],"and":[11,48,84],"viral":[12],"infections":[13],"for":[14,141],"proper":[15],"administration.":[17],"In":[18],"this":[19],"study,":[20],"a":[21,51,57,69,74,79,95,113],"Virus":[22],"vs.":[23,135],"Bacteria":[24],"machine":[25,101,146],"learning":[26,102,147],"model":[27,62,103,137],"was":[28],"developed":[29],"to":[30,148],"distinguish":[31],"these":[33],"infection":[34,150],"types":[35],"using":[36],"16":[37],"routine":[38],"blood":[39,129],"test":[40],"results,":[41],"C-reactive":[42],"protein":[43],"concentration":[44],"(CRP),":[45],"biological":[46],"sex,":[47],"age.":[49],"With":[50],"dataset":[52],"44,120":[54],"cases":[55],"from":[56],"single":[58],"medical":[59],"center,":[60],"the":[61,88,100,107,124,139],"achieved":[63],"an":[64,85],"accuracy":[65,105],"82.2":[67],"%,":[68,73,78],"sensitivity":[70],"79.7":[72],"specificity":[75],"84.5":[77],"Brier":[80],"score":[81],"0.129,":[83],"area":[86],"under":[87],"ROC":[89],"curve":[90],"(AUC)":[91],"0.905,":[93],"outperforming":[94],"CRP-based":[96],"decision":[97],"rule.":[98],"Notably,":[99],"enhanced":[104],"within":[106],"CRP":[108,116],"range":[109,114],"10-40":[111],"mg/L,":[112],"where":[115],"alone":[117],"is":[118],"less":[119],"informative.":[120],"These":[121],"results":[122],"highlight":[123],"advantage":[125],"integrating":[127],"multiple":[128],"parameters":[130],"in":[131],"diagnostics.":[132],"\"Virus":[134],"Bacteria\"":[136],"paves":[138],"way":[140],"advanced":[142],"diagnostic":[143],"tools,":[144],"leveraging":[145],"optimize":[149],"management.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-04-10T00:00:00"}
