{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,2]],"date-time":"2026-10-02T04:56:35Z","timestamp":1790916995388,"version":"4.1.0"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T00:00:00Z","timestamp":1783296000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T00:00:00Z","timestamp":1783296000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["K08CA276706-03"],"award-info":[{"award-number":["K08CA276706-03"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["R03CA300739-01"],"award-info":[{"award-number":["R03CA300739-01"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Surg Oncol"],"published-print":{"date-parts":[[2026,10]]},"DOI":"10.1245\/s10434-026-20138-w","type":"journal-article","created":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T13:20:03Z","timestamp":1783344003000},"page":"9816-9823","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Streamlining the Abstract Selection Process for the American Society of Breast Surgeons\u2019 Annual Meeting by Utilizing Large Language Models"],"prefix":"10.1245","volume":"33","author":[{"given":"Lauren N.","family":"Cohen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Drake","family":"Seibert","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"Kosten","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nathan","family":"Wolfrath","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zahraa","family":"Al-Hilli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Olga","family":"Kantor","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Puneet","family":"Singh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mediget","family":"Teshome","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sarah","family":"Blair","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tina J.","family":"Hieken","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lee G.","family":"Wilke","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anai","family":"Kothari","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4750-5028","authenticated-orcid":false,"given":"Chandler S.","family":"Cortina","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,7,6]]},"reference":[{"issue":"7","key":"20138_CR1","doi-asserted-by":"publisher","first-page":"2215","DOI":"10.1097\/01.PRS.0000061092.88629.82","volume":"111","author":"LP van der Steen","year":"2003","unstructured":"van der Steen LP, Hage JJ, Kon M, Mazzola R. Reliability of a structured method of selecting abstracts for a plastic surgical scientific meeting. Plast Reconstr Surg. 2003;111(7):2215\u201322. https:\/\/doi.org\/10.1097\/01.PRS.0000061092.88629.82.","journal-title":"Plast Reconstr Surg."},{"issue":"4","key":"20138_CR2","doi-asserted-by":"publisher","first-page":"543","DOI":"10.5811\/westjem.2015.5.25518","volume":"16","author":"TM Kuczmarski","year":"2015","unstructured":"Kuczmarski TM, Raja AS, Pallin DJ. How do medical societies select science for conference presentation? How should they? West J Emerg Med. 2015;16(4):543\u201350. https:\/\/doi.org\/10.5811\/westjem.2015.5.25518.","journal-title":"West J Emerg Med."},{"key":"20138_CR3","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1097\/01.blo.0000127584.02606.00","volume":"423","author":"M Bhandari","year":"2004","unstructured":"Bhandari M, Templeman D, Tornetta P 3rd. Interrater reliability in grading abstracts for the Orthopaedic Trauma Association. Clin Orthop Relat Res. 2004;423:217\u201321. https:\/\/doi.org\/10.1097\/01.blo.0000127584.02606.00.","journal-title":"Clin Orthop Relat Res."},{"issue":"1","key":"20138_CR4","doi-asserted-by":"publisher","first-page":"e82","DOI":"10.1097\/SLA.0000000000004756","volume":"275","author":"GD Chloros","year":"2022","unstructured":"Chloros GD, Giannoudis VP, Giannoudis PV. Peer-reviewing in surgical journals: revolutionize or perish? Ann Surg. 2022;275(1):e82\u201390. https:\/\/doi.org\/10.1097\/SLA.0000000000004756.","journal-title":"Ann Surg."},{"key":"20138_CR5","unstructured":"American Society of Breast Surgeons. 2026 Annual Meeting abstracts. Accessed March 30, 2026. https:\/\/www.breastsurgeons.org\/meeting\/2026\/abstracts"},{"issue":"10","key":"20138_CR6","doi-asserted-by":"publisher","first-page":"5752","DOI":"10.1245\/s10434-021-10493-1","volume":"28","author":"ZJ Brown","year":"2021","unstructured":"Brown ZJ, Li A, Shen C, Park KU. Full abstract to published manuscript: evaluation of the scientific impact of the American Society of Breast Surgeons Conference. Ann Surg Oncol. 2021;28(10):5752\u20137. https:\/\/doi.org\/10.1245\/s10434-021-10493-1.","journal-title":"Ann Surg Oncol."},{"issue":"12","key":"20138_CR7","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2024.48609","volume":"7","author":"ZQ Li","year":"2024","unstructured":"Li ZQ, Xu HL, Cao HJ, Liu ZL, Fei YT, Liu JP. Use of artificial intelligence in peer review among top 100 medical journals. JAMA Netw Open. 2024;7(12):e2448609. https:\/\/doi.org\/10.1001\/jamanetworkopen.2024.48609.","journal-title":"JAMA Netw Open."},{"issue":"suppl 2","key":"20138_CR8","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1245\/s10434-025-17646-6","volume":"32","author":"American Society of Breast Surgeons","year":"2025","unstructured":"American Society of Breast Surgeons. The American Society of Breast Surgeons Official Proceedings, Volume XXVI: 2025 Annual Meeting Scientific Session Abstracts. Ann Surg Oncol. 2025;32(suppl 2):311\u2013952. https:\/\/doi.org\/10.1245\/s10434-025-17646-6.","journal-title":"Ann Surg Oncol."},{"issue":"3","key":"20138_CR9","doi-asserted-by":"publisher","first-page":"399","DOI":"10.1037\/a0028087","volume":"17","author":"AJ Bishara","year":"2012","unstructured":"Bishara AJ, Hittner JB. Testing the significance of a correlation with nonnormal data: comparison of Pearson, Spearman, transformation, and resampling approaches. Psychol Methods. 2012;17(3):399\u2013417. https:\/\/doi.org\/10.1037\/a0028087.","journal-title":"Psychol Methods."},{"issue":"5","key":"20138_CR10","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1177\/0013164414557639","volume":"75","author":"AJ Bishara","year":"2015","unstructured":"Bishara AJ, Hittner JB. Reducing bias and error in the correlation coefficient due to nonnormality. Educ Psychol Meas. 2015;75(5):785\u2013804. https:\/\/doi.org\/10.1177\/0013164414557639.","journal-title":"Educ Psychol Meas."},{"issue":"3","key":"20138_CR11","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1037\/met0000079","volume":"21","author":"JC de Winter","year":"2016","unstructured":"de Winter JC, Gosling SD, Potter J. Comparing the Pearson and Spearman correlation coefficients across distributions and sample sizes: a tutorial using simulations and empirical data. Psychol Methods. 2016;21(3):273\u201390. https:\/\/doi.org\/10.1037\/met0000079.","journal-title":"Psychol Methods."},{"issue":"1","key":"20138_CR12","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1097\/XCS.0000000000000402","volume":"236","author":"JC Etheridge","year":"2023","unstructured":"Etheridge JC, Evans D, Zhao L, et al. Trends in surgeon burnout in the US and Canada: systematic review and meta-regression analysis. J Am Coll Surg. 2023;236(1):253\u201365. https:\/\/doi.org\/10.1097\/XCS.0000000000000402.","journal-title":"J Am Coll Surg."},{"issue":"9","key":"20138_CR13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsurg.2025.103590","volume":"82","author":"CL Cui","year":"2025","unstructured":"Cui CL, West-Livingston LN, Eze AN, Gilmore BF, Kim Y. Understanding the time investment of program directors and core faculty in surgical specialties. J Surg Educ. 2025;82(9):103590. https:\/\/doi.org\/10.1016\/j.jsurg.2025.103590.","journal-title":"J Surg Educ."},{"key":"20138_CR14","doi-asserted-by":"publisher","first-page":"1379280","DOI":"10.3389\/fpubh.2024.1379280","volume":"12","author":"K McNeill","year":"2024","unstructured":"McNeill K, Vaillancourt S, Choe S, Yang I, Sonnadara R. \u201cI don\u2019t know if I can keep doing this\u201d: a qualitative investigation of surgeon burnout and opportunities for organization-level improvement. Front Public Health. 2024;12:1379280. https:\/\/doi.org\/10.3389\/fpubh.2024.1379280.","journal-title":"Front Public Health."},{"issue":"2","key":"20138_CR15","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1308\/rcsann.2022.0165","volume":"106","author":"SK Nayar","year":"2024","unstructured":"Nayar SK, Acquaah F, Kayani B, Vemulapalli K. Burnout in trauma and orthopaedics: a cross-sectional study of surgeons from across the United Kingdom. Ann R Coll Surg Engl. 2024;106(2):131\u20139. https:\/\/doi.org\/10.1308\/rcsann.2022.0165.","journal-title":"Ann R Coll Surg Engl."},{"issue":"6","key":"20138_CR16","doi-asserted-by":"publisher","first-page":"e696","DOI":"10.1097\/BPO.0000000000002136","volume":"42","author":"NM Patel","year":"2022","unstructured":"Patel NM, Schmitz MR, Bastrom TP, et al. Interobserver and intraobserver agreement are unsatisfactory when determining abstract study design and level of evidence. J Pediatr Orthop. 2022;42(6):e696-700. https:\/\/doi.org\/10.1097\/BPO.0000000000002136.","journal-title":"J Pediatr Orthop."},{"issue":"10","key":"20138_CR17","doi-asserted-by":"publisher","first-page":"2987","DOI":"10.1097\/JS9.0000000000000552","volume":"109","author":"MO Oduoye","year":"2023","unstructured":"Oduoye MO, Javed B, Gupta N, Valentina Sih CM. Algorithmic bias and research integrity: the role of nonhuman authors in shaping scientific knowledge with respect to artificial intelligence: a perspective. Int J Surg. 2023;109(10):2987\u201390. https:\/\/doi.org\/10.1097\/JS9.0000000000000552.","journal-title":"Int J Surg."},{"key":"20138_CR18","doi-asserted-by":"publisher","unstructured":"Rajakumar HK, Sankaran KA, Ashok MP, Rachoori S. Peer review in the age of artificial intelligence: a comparative study of human and AI-generated review reports. Postgrad Med J. Published online January 27, 2026. https:\/\/doi.org\/10.1093\/postmj\/qgag005","DOI":"10.1093\/postmj\/qgag005"},{"issue":"51","key":"20138_CR19","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2514626122","volume":"122","author":"C Wang","year":"2025","unstructured":"Wang C, Tang H, Yang X, et al. Uncovering inequalities in new knowledge learning by large language models across different languages. Proc Natl Acad Sci U S A. 2025;122(51):e2514626122. https:\/\/doi.org\/10.1073\/pnas.2514626122.","journal-title":"Proc Natl Acad Sci U S A."},{"issue":"1","key":"20138_CR20","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2025.52099","volume":"9","author":"B Choi","year":"2026","unstructured":"Choi B, Jun TJ, Sung JW, et al. Invisible text injection and peer review by AI models. JAMA Netw Open. 2026;9(1):e2552099. https:\/\/doi.org\/10.1001\/jamanetworkopen.2025.52099.","journal-title":"JAMA Netw Open."},{"issue":"4","key":"20138_CR21","doi-asserted-by":"publisher","first-page":"374","DOI":"10.1097\/FJC.0000000000001738","volume":"86","author":"G Biondi-Zoccai","year":"2025","unstructured":"Biondi-Zoccai G, Lauretti A, Agewall S, et al. Perspectives on artificial intelligence in medical publishing: a survey of medical journal editors. J Cardiovasc Pharmacol. 2025;86(4):374\u201383. https:\/\/doi.org\/10.1097\/FJC.0000000000001738.","journal-title":"J Cardiovasc Pharmacol."},{"issue":"3","key":"20138_CR22","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0343056","volume":"21","author":"BM Turkay","year":"2026","unstructured":"Turkay BM, Pehlivan I, Onat NC, Kucukvar M, T\u00fcrkay M. Scenario-based forecasting of the global energy demand and carbon footprint of artificial intelligence. PLoS One. 2026;21(3):e0343056. https:\/\/doi.org\/10.1371\/journal.pone.0343056.","journal-title":"PLoS One."},{"issue":"6","key":"20138_CR23","doi-asserted-by":"publisher","DOI":"10.1088\/1748-9326\/abfba1","volume":"16","author":"MAB Siddik","year":"2021","unstructured":"Siddik MAB, et al. The environmental impact of artificial intelligence: a review. Environ Res Lett. 2021;16(6):064017. https:\/\/doi.org\/10.1088\/1748-9326\/abfba1.","journal-title":"Environ Res Lett."}],"container-title":["Annals of Surgical Oncology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1245\/s10434-026-20138-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1245\/s10434-026-20138-w","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1245\/s10434-026-20138-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,2]],"date-time":"2026-10-02T04:51:05Z","timestamp":1790916665000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1245\/s10434-026-20138-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,6]]},"references-count":23,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2026,10]]}},"alternative-id":["20138"],"URL":"https:\/\/doi.org\/10.1245\/s10434-026-20138-w","relation":{},"ISSN":["1068-9265","1534-4681"],"issn-type":[{"value":"1068-9265","type":"print"},{"value":"1534-4681","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,6]]},"assertion":[{"value":"24 April 2026","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 June 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 July 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"This manuscript was not written with the use of artificial intelligence. Tina Hieken\u2014Unrelated institutional research funding from Genentech and SkylineDx. Mediget Teshome\u2014Astrazeneca, speaker May 2025. Lee Wilke\u2014Elucent Medical, founder and minority stock owner.","order":1,"name":"Ethics","label":"Disclosure","group":{"name":"EthicsHeading","label":"Ethics"}}]}}