{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T13:00:14Z","timestamp":1784034014082,"version":"3.55.0"},"reference-count":34,"publisher":"The Editorial Office of Gut and Liver","issue":"4","license":[{"start":{"date-parts":[[2026,6,22]],"date-time":"2026-06-22T00:00:00Z","timestamp":1782086400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0"}],"content-domain":{"domain":["gutnliver.org"],"crossmark-restriction":true},"short-container-title":["Gut and Liver"],"published-print":{"date-parts":[[2026,7,15]]},"DOI":"10.5009\/gnl250552","type":"journal-article","created":{"date-parts":[[2026,6,22]],"date-time":"2026-06-22T09:08:56Z","timestamp":1782119336000},"page":"694-703","update-policy":"https:\/\/doi.org\/10.5009\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Real-World Application of a Machine Learning-Based Early Recurrence Model for Guiding Adjuvant Chemotherapy Use in Patients with Gallbladder Cancer"],"prefix":"10.5009","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4023-4739","authenticated-orcid":false,"given":"Won-Gun","family":"Yun","sequence":"first","affiliation":[{"name":"Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea"},{"name":"Department of Surgery, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0456-7824","authenticated-orcid":false,"given":"Youngmin","family":"Han","sequence":"additional","affiliation":[{"name":"Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2762-3286","authenticated-orcid":false,"given":"Yoon Soo","family":"Chae","sequence":"additional","affiliation":[{"name":"Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2255-8390","authenticated-orcid":false,"given":"Young Jae","family":"Cho","sequence":"additional","affiliation":[{"name":"Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2041-4214","authenticated-orcid":false,"given":"Hye-Sol","family":"Jung","sequence":"additional","affiliation":[{"name":"Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8048-9990","authenticated-orcid":false,"given":"Joon Seong","family":"Park","sequence":"additional","affiliation":[{"name":"Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3312-0503","authenticated-orcid":false,"given":"Jin-Young","family":"Jang","sequence":"additional","affiliation":[{"name":"Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4827-7805","authenticated-orcid":false,"given":"Wooil","family":"Kwon","sequence":"additional","affiliation":[{"name":"Department of Surgery and Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2920","published-online":{"date-parts":[[2026,6,22]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21834"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/cam4.1044"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/cncr.33476"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.6004\/jnccn.2023.0035"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.hpb.2016.05.016"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejso.2024.108372"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S1470-2045(18)30915-X"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1200\/JCO.21.02568"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1200\/JCO.18.02178"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.annonc.2022.10.506"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(22)02038-4"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1002\/bjs.10776"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1200\/JCO.18.00050"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.14701\/ahbps.22-041"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhep.2018.01.009"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejca.2024.113564"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3346\/jkms.2014.29.10.1333"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1097\/SLA.0b013e3181b13ca2"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.4143\/crt.2016.166"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1093\/bjs\/znae297"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1245\/s10434-020-08973-x"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1177\/17588359241247008"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.hpb.2019.02.019"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.eclinm.2023.101951"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41572-022-00398-y"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa0908721"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1056\/EVIDoa2200015"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/S2468-1253(24)00095-5"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1097\/HEP.0000000000000046"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/S1470-2045(23)00242-5"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1001\/jamaoncol.2024.1944"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1186\/s12876-020-1171-1"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.20892\/j.issn.2095-3941.2020.0667"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2023.e14574"}],"container-title":["Gut and Liver"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pdf.medrang.co.kr\/GNL\/2026\/020\/GNL020-04-694.pdf","content-type":"unspecified","content-version":"tdm","intended-application":"text-mining"},{"URL":"https:\/\/pdf.medrang.co.kr\/GNL\/2026\/020\/GNL020-04-694.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T02:19:24Z","timestamp":1783995564000},"score":1,"resource":{"primary":{"URL":"http:\/\/gutnliver.org\/journal\/view.html?doi=10.5009\/gnl250552"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,22]]},"references-count":34,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2026,7,15]]}},"alternative-id":["10.5009\/gnl250552"],"URL":"https:\/\/doi.org\/10.5009\/gnl250552","relation":{},"ISSN":["1976-2283","2005-1212"],"issn-type":[{"value":"1976-2283","type":"print"},{"value":"2005-1212","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6,22]]},"assertion":[{"value":"http:\/\/gutnliver.org\/journal\/view.html?doi=10.5009\/gnl250552","URL":"http:\/\/gutnliver.org\/journal\/view.html?doi=10.5009\/gnl250552","name":"the_journal","label":"Gut and Liver","group":{"name":"multiple_resolution","label":"Full text available at:"}},{"value":"2025-11-07","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-01-21","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-02-02","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-06-22","order":3,"name":"published","label":"Online First","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-07-15","order":4,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}},{"value":"\u00a9 2026 The Editorial Office of Gut and Liver","name":"copyright","label":"Copyright","group":{"name":"Copyright_and_licensing","label":"Copyright and Licensing"}},{"value":"This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http:\/\/creativecommons.org\/licenses\/by-nc\/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.","name":"license","label":"License","explanation":{"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0"},"group":{"name":"Copyright_and_licensing","label":"Copyright and Licensing"}}]}}