{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,3]],"date-time":"2026-09-03T12:03:31Z","timestamp":1788437011380,"version":"build-2803163510"},"reference-count":20,"publisher":"Informa UK Limited","issue":"3","funder":[{"DOI":"10.13039\/100010135","name":"Finska L\u00e4kares\u00e4llskapet","doi-asserted-by":"publisher","award":["AM 2025"],"award-info":[{"award-number":["AM 2025"]}],"id":[{"id":"10.13039\/100010135","id-type":"DOI","asserted-by":"publisher"}]},{"name":"The Helsinki University Hospital Research Fund","award":["TYH2024203"],"award-info":[{"award-number":["TYH2024203"]}]},{"name":"The Sigrid Jus\u00e9lius Foundation.","award":["AM 2025"],"award-info":[{"award-number":["AM 2025"]}]},{"name":"The Finnish Society of Sciences and Letters","award":["AM 2025"],"award-info":[{"award-number":["AM 2025"]}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Acta Oto-Laryngologica"],"published-print":{"date-parts":[[2026,3,4]]},"DOI":"10.1080\/00016489.2025.2603595","type":"journal-article","created":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T08:31:30Z","timestamp":1767601890000},"page":"369-377","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":1,"title":["Machine learning for predicting overall survival in early-stage supraglottic cancer: a SEER-based population study"],"prefix":"10.1080","volume":"146","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7655-5924","authenticated-orcid":false,"given":"Rasheed Omobolaji","family":"Alabi","sequence":"first","affiliation":[{"name":"Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki","place":["Helsinki, Finland"]},{"name":"Department of Industrial Digitalization, School of Technology and Innovations, University of Vaasa","place":["Vaasa, Finland"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohammed","family":"Elmusrati","sequence":"additional","affiliation":[{"name":"Department of Industrial Digitalization, School of Technology and Innovations, University of Vaasa","place":["Vaasa, Finland"]},{"name":"Libyan Authority for Scientific Research, Ministry of Higher Education","place":["Tripoli"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ilmo","family":"Leivo","sequence":"additional","affiliation":[{"name":"Institute of Biomedicine, Pathology, and Department of Pathology, Turku University Central Hospital, University of Turku","place":["Turku, Finland"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alhadi","family":"Almangush","sequence":"additional","affiliation":[{"name":"Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki","place":["Helsinki, Finland"]},{"name":"Libyan Authority for Scientific Research, Ministry of Higher Education","place":["Tripoli"]},{"name":"Institute of Biomedicine, Pathology, and Department of Pathology, Turku University Central Hospital, University of Turku","place":["Turku, Finland"]},{"name":"Department of Pathology, University of Helsinki","place":["Helsinki, Finland"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0451-2404","authenticated-orcid":false,"given":"Antti A.","family":"M\u00e4kitie","sequence":"additional","affiliation":[{"name":"Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki","place":["Helsinki, Finland"]},{"name":"Department of Otorhinolaryngology \u2013 Head and Neck Surgery, University of Helsinki and Helsinki University Hospital","place":["Helsinki, Finland"]},{"name":"Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institute and Karolinska University Hospital","place":["Stockholm, Sweden"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2026,1,5]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.otc.2023.01.002"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1002\/lary.27592"},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1002\/hed.27471"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2025.1525414"},{"key":"e_1_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.1002\/hed.26596"},{"key":"e_1_3_3_7_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-35795-0"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00428-019-02642-5"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1001\/jamaoto.2019.0981"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.oraloncology.2019.03.011"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1002\/cncr.33498"},{"key":"e_1_3_3_12_1","doi-asserted-by":"publisher","DOI":"10.7759\/cureus.60792"},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-80698-z"},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2020.23130"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-29167-x"},{"key":"e_1_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.3390\/life13020295"},{"key":"e_1_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.7759\/cureus.18181"},{"key":"e_1_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.3390\/cancers13030568"},{"key":"e_1_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.6004\/jnccn.2020.0031"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12885-023-10953-9"},{"key":"e_1_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1002\/hed.26788"}],"container-title":["Acta Oto-Laryngologica"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/00016489.2025.2603595","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,7]],"date-time":"2026-05-07T17:37:31Z","timestamp":1778175451000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/00016489.2025.2603595"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1,5]]},"references-count":20,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2026,3,4]]}},"alternative-id":["10.1080\/00016489.2025.2603595"],"URL":"https:\/\/doi.org\/10.1080\/00016489.2025.2603595","relation":{},"ISSN":["0001-6489","1651-2251"],"issn-type":[{"value":"0001-6489","type":"print"},{"value":"1651-2251","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1,5]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ioto20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ioto20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2025-11-03","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-12-05","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-12-07","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-01-05","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}