{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,23]],"date-time":"2026-10-23T21:20:31Z","timestamp":1792790431591,"version":"4.5.0"},"reference-count":30,"publisher":"Elsevier BV","issue":"6","license":[{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T00:00:00Z","timestamp":1748736000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,3,4]],"date-time":"2025-03-04T00:00:00Z","timestamp":1741046400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004607","name":"Natural Science Foundation of Guangxi Province","doi-asserted-by":"publisher","award":["2021GXNSFBA220064"],"award-info":[{"award-number":["2021GXNSFBA220064"]}],"id":[{"id":"10.13039\/501100004607","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2023M730801"],"award-info":[{"award-number":["2023M730801"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["NSFC 82270007"],"award-info":[{"award-number":["NSFC 82270007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["NSFC 82202544"],"award-info":[{"award-number":["NSFC 82202544"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100013262","name":"State Key Laboratory of Respiratory Disease","doi-asserted-by":"publisher","award":["SKLRD-Z-202019"],"award-info":[{"award-number":["SKLRD-Z-202019"]}],"id":[{"id":"10.13039\/100013262","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Infection and Public Health"],"published-print":{"date-parts":[[2025,6]]},"DOI":"10.1016\/j.jiph.2025.102740","type":"journal-article","created":{"date-parts":[[2025,3,11]],"date-time":"2025-03-11T20:48:07Z","timestamp":1741726087000},"page":"102740","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":4,"title":["Early differential diagnosis models of Talaromycosis and Tuberculosis in HIV-negative hosts using clinical data and machine learning"],"prefix":"10.1016","volume":"18","author":[{"given":"Ye","family":"Qiu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zheng-tu","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shi-xiong","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wu-shu","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qun-yu","family":"Kong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ling-rui","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jie","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"L\u00fc","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kan","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wen","family":"Zeng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shao-qiang","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yang-qing","family":"Zhan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jian-quan","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Feng","family":"Ye","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"10","key":"10.1016\/j.jiph.2025.102740_bib1","doi-asserted-by":"crossref","first-page":"1170","DOI":"10.1111\/myc.13295","article-title":"Talaromyces marneffei infection in non-HIV-infected patients in mainland China","volume":"64","author":"He","year":"2021","journal-title":"Mycoses"},{"issue":"1","key":"10.1016\/j.jiph.2025.102740_bib2","doi-asserted-by":"crossref","DOI":"10.1128\/cmr.00051-22","article-title":"An overlooked and underrated endemic mycosis-talaromycosis and the pathogenic fungus talaromyces marneffei","volume":"36","author":"Wang","year":"2023","journal-title":"Clin Microbiol Rev"},{"issue":"12","key":"10.1016\/j.jiph.2025.102740_bib3","doi-asserted-by":"crossref","first-page":"e364","DOI":"10.1016\/S1473-3099(21)00191-2","article-title":"Global guideline for the diagnosis and management of the endemic mycoses: an initiative of the European Confederation of Medical Mycology in cooperation with the International Society for Human and Animal Mycology","volume":"21","author":"Thompson","year":"2021","journal-title":"Lancet Infect Dis"},{"issue":"11","key":"10.1016\/j.jiph.2025.102740_bib4","doi-asserted-by":"crossref","first-page":"e1618","DOI":"10.1016\/S2214-109X(21)00350-8","article-title":"A global call for talaromycosis to be recognised as a neglected tropical disease","volume":"9","author":"Narayanasamy","year":"2021","journal-title":"Lancet Glob Health"},{"issue":"2","key":"10.1016\/j.jiph.2025.102740_bib5","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/j.cmi.2018.04.018","article-title":"Effects of Talaromyces marneffei infection on mortality of HIV\/AIDS patients in southern China: a retrospective cohort study","volume":"25","author":"Jiang","year":"2019","journal-title":"Clin Microbiol Infect"},{"issue":"6","key":"10.1016\/j.jiph.2025.102740_bib6","doi-asserted-by":"crossref","first-page":"709","DOI":"10.1007\/s11046-019-00410-2","article-title":"Talaromycosis (Penicilliosis) due to talaromyces (Penicillium) marneffei: insights into the clinical trends of a major fungal disease 60 years after the discovery of the pathogen","volume":"184","author":"Cao","year":"2019","journal-title":"Mycopathologia"},{"issue":"1","key":"10.1016\/j.jiph.2025.102740_bib7","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1007\/s10875-020-00869-5","article-title":"Immunodeficiency disease spectrum in HIV-negative individuals with talaromycosis","volume":"41","author":"Qiu","year":"2021","journal-title":"J Clin Immunol"},{"issue":"16","key":"10.1016\/j.jiph.2025.102740_bib8","doi-asserted-by":"crossref","first-page":"1909","DOI":"10.1097\/CM9.0000000000000345","article-title":"Determinants of prognosis in Talaromyces marneffei infections with respiratory system lesions","volume":"132","author":"Qiu","year":"2019","journal-title":"Chin Med J (Engl)"},{"issue":"12","key":"10.1016\/j.jiph.2025.102740_bib9","first-page":"1984","article-title":"[Enlightenment of World Health Organization fungal priority pathogens list]","volume":"44","author":"Liu","year":"2023","journal-title":"Zhonghua Liu Xing Bing Xue Za Zhi"},{"key":"10.1016\/j.jiph.2025.102740_bib10","doi-asserted-by":"crossref","first-page":"142","DOI":"10.1016\/j.jclinepi.2021.01.009","article-title":"Clinical prediction models: diagnosis versus prognosis","volume":"132","author":"van Smeden","year":"2021","journal-title":"J Clin Epidemiol"},{"issue":"13","key":"10.1016\/j.jiph.2025.102740_bib11","doi-asserted-by":"crossref","first-page":"1886","DOI":"10.1002\/bjs.10242","article-title":"Clinical prediction models","volume":"103","author":"Ranstam","year":"2016","journal-title":"Br J Surg"},{"key":"10.1016\/j.jiph.2025.102740_bib12","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/j.jad.2023.04.026","article-title":"Predictive models for predicting the risk of maternal postpartum depression: a systematic review and evaluation","volume":"333","author":"Qi","year":"2023","journal-title":"J Affect Disord"},{"issue":"8","key":"10.1016\/j.jiph.2025.102740_bib13","doi-asserted-by":"crossref","DOI":"10.1136\/bmjopen-2023-072632","article-title":"Nomogram predicting overall prognosis for invasive micropapillary carcinoma of the breast: a SEER-based population study","volume":"13","author":"Liu","year":"2023","journal-title":"BMJ Open"},{"key":"10.1016\/j.jiph.2025.102740_bib14","doi-asserted-by":"crossref","first-page":"g7594","DOI":"10.1136\/bmj.g7594","article-title":"Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement","volume":"350","author":"Collins","year":"2015","journal-title":"Bmj"},{"key":"10.1016\/j.jiph.2025.102740_bib15","unstructured":"WHO Guidelines Approved by the Guidelines Review Committee, in WHO consolidated guidelines on tuberculosis: Module 3: diagnosis \u2013 rapid diagnostics for tuberculosis detection. 2021, World Health Organization \u00a9 World Health Organization 2021.: Geneva."},{"issue":"7","key":"10.1016\/j.jiph.2025.102740_bib16","doi-asserted-by":"crossref","first-page":"847","DOI":"10.1016\/S1473-3099(23)00067-1","article-title":"Rosuvastatin adjunctive therapy for rifampicin-susceptible pulmonary tuberculosis: a phase 2b, randomised, open-label, multicentre trial","volume":"23","author":"Cross","year":"2023","journal-title":"Lancet Infect Dis"},{"issue":"1","key":"10.1016\/j.jiph.2025.102740_bib17","doi-asserted-by":"crossref","first-page":"1","DOI":"10.15585\/mmwr.rr6901a1","article-title":"Guidelines for the treatment of latent Tuberculosis infection: recommendations from the National Tuberculosis controllers association and CDC, 2020","volume":"69","author":"Sterling","year":"2020","journal-title":"MMWR Recomm Rep"},{"issue":"5","key":"10.1016\/j.jiph.2025.102740_bib18","doi-asserted-by":"crossref","first-page":"1729","DOI":"10.1016\/j.jvs.2021.10.048","article-title":"Clinical features of tuberculous pseudoaneurysm and risk factors for mortality","volume":"75","author":"Yi","year":"2022","journal-title":"J Vasc Surg"},{"issue":"11","key":"10.1016\/j.jiph.2025.102740_bib19","doi-asserted-by":"crossref","DOI":"10.1002\/jcla.24737","article-title":"Clinical features of patients with talaromycosis marneffei and microbiological characteristics of the causative strains","volume":"36","author":"Peng","year":"2022","journal-title":"J Clin Lab Anal"},{"issue":"6","key":"10.1016\/j.jiph.2025.102740_bib20","doi-asserted-by":"crossref","first-page":"ofaa128","DOI":"10.1093\/ofid\/ofaa128","article-title":"Assessment of talaromyces marneffei infection of the intestine in three patients and a systematic review of case reports","volume":"7","author":"Pan","year":"2020","journal-title":"Open Forum Infect Dis"},{"key":"10.1016\/j.jiph.2025.102740_bib21","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1186\/s12879-015-0782-6","article-title":"Retrospective analysis of 14 cases of disseminated Penicillium marneffei infection with osteolytic lesions","volume":"15","author":"Qiu","year":"2015","journal-title":"BMC Infect Dis"},{"issue":"4","key":"10.1016\/j.jiph.2025.102740_bib22","doi-asserted-by":"crossref","first-page":"281","DOI":"10.5847\/wjem.j.1920-8642.2021.04.005","article-title":"Clinical characteristics and risk factors of Talaromyces marneffei infection in human immunodeficiency virus-negative patients: a retrospective observational study","volume":"12","author":"Wei","year":"2021","journal-title":"World J Emerg Med"},{"key":"10.1016\/j.jiph.2025.102740_bib23","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.ijid.2023.04.398","article-title":"Comparison of the clinical features of HIV-positive and HIV-negative hosts infected with Talaromyces marneffei: a multicenter, retrospective study","volume":"132","author":"Qiu","year":"2023","journal-title":"Int J Infect Dis"},{"issue":"10","key":"10.1016\/j.jiph.2025.102740_bib24","doi-asserted-by":"crossref","first-page":"1643","DOI":"10.1016\/j.spinee.2021.02.024","article-title":"Decision curve analysis to evaluate the clinical benefit of prediction models","volume":"21","author":"Vickers","year":"2021","journal-title":"Spine J"},{"issue":"4","key":"10.1016\/j.jiph.2025.102740_bib25","doi-asserted-by":"crossref","first-page":"1397","DOI":"10.1093\/ije\/dyz274","article-title":"Reflection on modern methods: revisiting the area under the ROC Curve","volume":"49","author":"Janssens","year":"2020","journal-title":"Int J Epidemiol"},{"key":"10.1016\/j.jiph.2025.102740_bib26","doi-asserted-by":"crossref","first-page":"1448729","DOI":"10.3389\/fimmu.2024.1448729","article-title":"The microbial damage and host response framework: lesson learned from pathogenic survival trajectories and immunoinflammatory responses of Talaromyces marneffei infection","volume":"15","author":"Pruksaphon","year":"2024","journal-title":"Front Immunol"},{"issue":"6","key":"10.1016\/j.jiph.2025.102740_bib27","doi-asserted-by":"crossref","DOI":"10.3390\/toxins9060192","article-title":"Talaromyces marneffei genomic, transcriptomic, proteomic and metabolomic studies reveal mechanisms for environmental adaptations and virulence","volume":"9","author":"Lau","year":"2017","journal-title":"Toxins"},{"issue":"2","key":"10.1016\/j.jiph.2025.102740_bib28","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1016\/j.chembiol.2016.12.014","article-title":"Talaromyces marneffei Mp1p Is a virulence factor that binds and sequesters a key proinflammatory lipid to dampen host innate immune response","volume":"24","author":"Sze","year":"2017","journal-title":"Cell Chem Biol"},{"key":"10.1016\/j.jiph.2025.102740_bib29","doi-asserted-by":"crossref","first-page":"1163868","DOI":"10.3389\/fcimb.2023.1163868","article-title":"Evaluation of the yeast phase-specific monoclonal antibody 4D1 and Galanthus nivalis agglutinin sandwich ELISA to detect Talaromyces marneffei antigen in human urine","volume":"13","author":"Shu","year":"2023","journal-title":"Front Cell Infect Microbiol"},{"issue":"1","key":"10.1016\/j.jiph.2025.102740_bib30","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1186\/s12879-021-06232-2","article-title":"Clinical characteristics and risk factors for poor prognosis among HIV patients with Talaromyces marneffei bloodstream infection","volume":"21","author":"Sun","year":"2021","journal-title":"BMC Infect Dis"}],"container-title":["Journal of Infection and Public Health"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1876034125000899?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1876034125000899?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T23:52:16Z","timestamp":1762559536000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1876034125000899"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6]]},"references-count":30,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2025,6]]}},"alternative-id":["S1876034125000899"],"URL":"https:\/\/doi.org\/10.1016\/j.jiph.2025.102740","relation":{},"ISSN":["1876-0341"],"issn-type":[{"value":"1876-0341","type":"print"}],"subject":[],"published":{"date-parts":[[2025,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Early differential diagnosis models of Talaromycosis and Tuberculosis in HIV-negative hosts using clinical data and machine learning","name":"articletitle","label":"Article Title"},{"value":"Journal of Infection and Public Health","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jiph.2025.102740","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 Published by Elsevier Ltd on behalf of King Saud Bin Abdulaziz University for Health Sciences.","name":"copyright","label":"Copyright"}],"article-number":"102740"}}