{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,8]],"date-time":"2026-09-08T23:46:00Z","timestamp":1788911160335,"version":"build-2803163510"},"reference-count":12,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T00:00:00Z","timestamp":1762905600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T00:00:00Z","timestamp":1762905600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int Ophthalmol"],"DOI":"10.1007\/s10792-025-03837-3","type":"journal-article","created":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T07:13:40Z","timestamp":1762931620000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Preoperative prediction of intraoperative complications in cataract surgery: a machine learning approach"],"prefix":"10.1007","volume":"45","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-5265-7432","authenticated-orcid":false,"given":"Michail Angelos","family":"Gkikas","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Konstantinos","family":"Vrettos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ioannis","family":"Tsinopoulos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Argyrios","family":"Tzamalis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,11,12]]},"reference":[{"key":"3837_CR1","first-page":"1451","volume":"39","author":"D O\u2019Brart","year":"2025","unstructured":"O\u2019Brart D (2025) The future of cataract surgery. Eye Lond Engl 39:1451\u20131456","journal-title":"Eye Lond Engl"},{"key":"3837_CR2","unstructured":"Moshirfar M, Milner D, Patel BC (2025) Cataract surgery. In: StatPearls, StatPearls Publishing, Treasure Island (FL) Available from: http:\/\/www.ncbi.nlm.nih.gov\/books\/NBK559253\/"},{"issue":"8","key":"3837_CR3","doi-asserted-by":"publisher","first-page":"942","DOI":"10.1097\/j.jcrs.0000000000000901","volume":"48","author":"MHM Segers","year":"2022","unstructured":"Segers MHM, Behndig A, van den Biggelaar FJHM, Brocato L, Henry YP, Nuijts RMMA et al (2022) Outcomes of cataract surgery complicated by posterior capsule rupture in the European registry of quality outcomes for cataract and refractive surgery. J Cataract Refract Surg 48(8):942\u2013946","journal-title":"J Cataract Refract Surg"},{"issue":"11","key":"3837_CR4","doi-asserted-by":"publisher","first-page":"3982","DOI":"10.4103\/ijo.IJO_1578_22","volume":"70","author":"DK Sharma","year":"2022","unstructured":"Sharma DK, Bharti G, Pegu J, Bhumbla S, Paul L, Agarwal M et al (2022) Incidence of vitreous loss and visual outcome following cataract surgery by surgeons with various levels of experience at a tertiary eye care center in North India. Indian J Ophthalmol 70(11):3982\u20133988","journal-title":"Indian J Ophthalmol"},{"issue":"5","key":"3837_CR5","doi-asserted-by":"publisher","first-page":"1229","DOI":"10.1007\/s00417-025-06761-5","volume":"263","author":"C Kang","year":"2025","unstructured":"Kang C, Zhu AS, Waldman O, Kashner TM, Greenberg PB (2025) Cataract surgery risk stratification models: a systematic review. Graefes Arch Clin Exp Ophthalmol Albrecht Von Graefes Arch Klin Exp Ophthalmol. 263(5):1229\u20131238","journal-title":"Graefes Arch Clin Exp Ophthalmol Albrecht Von Graefes Arch Klin Exp Ophthalmol."},{"issue":"6","key":"3837_CR6","doi-asserted-by":"publisher","first-page":"644","DOI":"10.1111\/aos.15648","volume":"101","author":"RJMA Triepels","year":"2023","unstructured":"Triepels RJMA, Segers MHM, Rosen P, Nuijts RMMA, van den Biggelaar FJHM, Henry YP et al (2023) Development of machine learning models to predict posterior capsule rupture based on the EUREQUO registry. Acta Ophthalmol (Copenh) 101(6):644\u2013650","journal-title":"Acta Ophthalmol (Copenh)"},{"key":"3837_CR7","doi-asserted-by":"publisher","first-page":"2969","DOI":"10.2147\/OPTH.S489054","volume":"18","author":"AS Ahuja","year":"2024","unstructured":"Ahuja AS, Paredes Iii AA, Eisel MLS, Kodwani S, Wagner IV, Miller DD et al (2024) Applications of artificial intelligence in cataract surgery: a review. Clin Ophthalmol Auckl NZ 18:2969\u20132975","journal-title":"Clin Ophthalmol Auckl NZ"},{"issue":"8045","key":"3837_CR8","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1038\/s41586-024-08328-6","volume":"637","author":"N Hollmann","year":"2025","unstructured":"Hollmann N, M\u00fcller S, Purucker L, Krishnakumar A, K\u00f6rfer M, Hoo SB et al (2025) Accurate predictions on small data with a tabular foundation model. Nature 637(8045):319\u2013326","journal-title":"Nature"},{"issue":"1","key":"3837_CR9","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1097\/ICU.0000000000000113","volume":"26","author":"AR Hong","year":"2015","unstructured":"Hong AR, Sheybani A, Huang AJW (2015) Intraoperative management of posterior capsular rupture. Curr Opin Ophthalmol 26(1):16\u201321","journal-title":"Curr Opin Ophthalmol"},{"issue":"1","key":"3837_CR10","doi-asserted-by":"publisher","first-page":"1242","DOI":"10.1038\/s41598-024-84382-4","volume":"15","author":"H Ben-Eli","year":"2025","unstructured":"Ben-Eli H, Cnaany Y, Halpert M, Chowers I, Goldstein A (2025) Investigating the impact of age and sex on cataract surgery complications and outcomes. Sci Rep 15(1):1242","journal-title":"Sci Rep"},{"issue":"7294","key":"3837_CR11","doi-asserted-by":"publisher","first-page":"1104","DOI":"10.1136\/bmj.322.7294.1104","volume":"322","author":"TY Wong","year":"2001","unstructured":"Wong TY (2001) Effect of increasing age on cataract surgery outcomes in very elderly patients. BMJ 322(7294):1104\u20131106","journal-title":"BMJ"},{"issue":"4","key":"3837_CR12","doi-asserted-by":"publisher","first-page":"664","DOI":"10.1016\/j.jcrs.2005.02.027","volume":"31","author":"DF Chang","year":"2005","unstructured":"Chang DF, Campbell JR (2005) Intraoperative floppy iris syndrome associated with tamsulosin. J Cataract Refract Surg 31(4):664\u2013673","journal-title":"J Cataract Refract Surg"}],"container-title":["International Ophthalmology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10792-025-03837-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10792-025-03837-3","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10792-025-03837-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,19]],"date-time":"2025-12-19T19:01:43Z","timestamp":1766170903000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10792-025-03837-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,12]]},"references-count":12,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025,12]]}},"alternative-id":["3837"],"URL":"https:\/\/doi.org\/10.1007\/s10792-025-03837-3","relation":{},"ISSN":["1573-2630"],"issn-type":[{"value":"1573-2630","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,12]]},"assertion":[{"value":"8 August 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 October 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 November 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"All procedures adhered to the principles of the Declaration of Helsinki and were approved by the Institutional Review Board of the 2nd Department of Ophthalmology at Papageorgiou General Hospital.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all participants.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to participate"}},{"value":"Not applicable.","order":5,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}}],"article-number":"471"}}