{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,4]],"date-time":"2026-10-04T16:52:16Z","timestamp":1791132736355,"version":"4.1.0"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2026,8,19]],"date-time":"2026-08-19T00:00:00Z","timestamp":1787097600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,8,19]],"date-time":"2026-08-19T00:00:00Z","timestamp":1787097600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61827802"],"award-info":[{"award-number":["61827802"]}],"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":["61803017"],"award-info":[{"award-number":["61803017"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002358","name":"Beihang University","doi-asserted-by":"publisher","award":["KG12090401"],"award-info":[{"award-number":["KG12090401"]}],"id":[{"id":"10.13039\/501100002358","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002358","name":"Beihang University","doi-asserted-by":"publisher","award":["ZG216S19C8"],"award-info":[{"award-number":["ZG216S19C8"]}],"id":[{"id":"10.13039\/501100002358","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Med Biol Eng Comput"],"published-print":{"date-parts":[[2026,9]]},"DOI":"10.1007\/s11517-026-03650-9","type":"journal-article","created":{"date-parts":[[2026,8,19]],"date-time":"2026-08-19T09:11:31Z","timestamp":1787130691000},"page":"3639-3655","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A study on eye movement trajectory classification for strabismus screening via integration of global dependencies and temporal dynamics"],"prefix":"10.1007","volume":"64","author":[{"given":"Zhuo","family":"Liang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zihe","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Enci","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuxuan","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Boxin","family":"Yao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chenyu","family":"Tang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3096-4700","authenticated-orcid":false,"given":"Shuo","family":"Gao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,8,19]]},"reference":[{"key":"3650_CR1","doi-asserted-by":"publisher","first-page":"1590","DOI":"10.1049\/ipr2.12740","volume":"17","author":"G Zhang","year":"2023","unstructured":"Zhang G, Xu W, Gong H, Sun L, Li C, Chen H et al (2023) Multi-feature fusion-based strabismus detection for children. IET Image Process 17:1590\u20131602. https:\/\/doi.org\/10.1049\/ipr2.12740","journal-title":"IET Image Process"},{"key":"3650_CR2","doi-asserted-by":"publisher","first-page":"1646","DOI":"10.1016\/j.ophtha.2018.04.024","volume":"125","author":"MX Repka","year":"2018","unstructured":"Repka MX, Lum F, Burugapalli B (2018) Strabismus, strabismus surgery, and reoperation rate in the United States: analysis from the IRIS Registry. Ophthalmology 125:1646\u20131653. https:\/\/doi.org\/10.1016\/j.ophtha.2018.04.024","journal-title":"Ophthalmology"},{"key":"3650_CR3","doi-asserted-by":"publisher","first-page":"139.e1","DOI":"10.1016\/j.jaapos.2021.02.008","volume":"25","author":"BG Mohney","year":"2021","unstructured":"Mohney BG, Lepor L, Hodge DO (2021) Subclinical markers of strabismus in children 5\u201318 years of age. J Am Assoc Pediatr Ophthalmol Strabismus 25:139.e1-139.e5. https:\/\/doi.org\/10.1016\/j.jaapos.2021.02.008","journal-title":"J Am Assoc Pediatr Ophthalmol Strabismus"},{"key":"3650_CR4","doi-asserted-by":"publisher","first-page":"1146","DOI":"10.1016\/j.ophtha.2006.02.019","volume":"113","author":"D Robaei","year":"2006","unstructured":"Robaei D, Rose KA, Kifley A, Cosstick M, Ip JM, Mitchell P (2006) Factors associated with childhood strabismus: findings from a population-based study. Ophthalmology 113:1146\u20131153. https:\/\/doi.org\/10.1016\/j.ophtha.2006.02.019","journal-title":"Ophthalmology"},{"key":"3650_CR5","doi-asserted-by":"publisher","first-page":"683","DOI":"10.20471\/acc.2021.60.04.16","volume":"60","author":"O Zrin\u0161\u0107ak","year":"2021","unstructured":"Zrin\u0161\u0107ak O, Grubi\u0161i\u0107 I, Skala K, \u0160kunca Herman J, Kri\u017e T, Ivekovi\u0107 R (2021) Computer based eye tracker for detection of manifest strabismus. Acta Clin Croat 60:683\u2013693","journal-title":"Acta Clin Croat"},{"key":"3650_CR6","doi-asserted-by":"publisher","first-page":"214","DOI":"10.1038\/eye.2014.279","volume":"29","author":"JCA Read","year":"2015","unstructured":"Read JCA (2015) Stereo vision and strabismus. Eye 29:214\u2013224. https:\/\/doi.org\/10.1038\/eye.2014.279","journal-title":"Eye"},{"key":"3650_CR7","doi-asserted-by":"publisher","first-page":"68","DOI":"10.5391\/jkiis.2024.34.1.68","volume":"34","author":"S-G Kim","year":"2024","unstructured":"Kim S-G, Ju B-S, Cha M-G, Cheon G-H, Wang B-H (2024) Implementation of smartphone based corneal light reflection test for diagnosis of childhood strabismus. J Korean Inst Intell Syst 34:68\u201373. https:\/\/doi.org\/10.5391\/jkiis.2024.34.1.68","journal-title":"J Korean Inst Intell Syst"},{"key":"3650_CR8","doi-asserted-by":"publisher","first-page":"1051","DOI":"10.1016\/j.survophthal.2021.03.005","volume":"66","author":"AN Buffenn","year":"2021","unstructured":"Buffenn AN (2021) The impact of strabismus on psychosocial heath and quality of life: a systematic review. Surv Ophthalmol 66:1051\u20131064. https:\/\/doi.org\/10.1016\/j.survophthal.2021.03.005","journal-title":"Surv Ophthalmol"},{"key":"3650_CR9","doi-asserted-by":"publisher","first-page":"416","DOI":"10.1055\/s-0044-101012","volume":"235","author":"N Voide","year":"2018","unstructured":"Voide N, Hoeckele N, Kaeser P-F (2018) Comparative study of the usefulness of the Binocular Spot Vision Screener autorefractor in the detection of childhood visual disorders. Klin Monatsbl Augenheilkd 235:416\u2013419. https:\/\/doi.org\/10.1055\/s-0044-101012","journal-title":"Klin Monatsbl Augenheilkd"},{"key":"3650_CR10","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2024.106491","volume":"95","author":"M Balc\u0131","year":"2024","unstructured":"Balc\u0131 M, Alkan A (2024) Identification of wart treatment evaluation by using optimum ensemble based classification techniques. Biomed Signal Process Control 95:106491. https:\/\/doi.org\/10.1016\/j.bspc.2024.106491","journal-title":"Biomed Signal Process Control"},{"key":"3650_CR11","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2024.25124","volume":"7","author":"Q Shu","year":"2024","unstructured":"Shu Q, Pang J, Liu Z, Liang X, Chen M, Tao Z et al (2024) Artificial intelligence for early detection of pediatric eye diseases using mobile photos. JAMA Netw Open 7:e2425124. https:\/\/doi.org\/10.1001\/jamanetworkopen.2024.25124","journal-title":"JAMA Netw Open"},{"key":"3650_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2024.104759","volume":"161","author":"R Wu","year":"2025","unstructured":"Wu R, Liao S, Ji Y, Kui X, Han F, Hu Z et al (2025) Efficient strabismus diagnosis from small samples: harnessing spatial features for improved accuracy. J Biomed Inform 161:104759. https:\/\/doi.org\/10.1016\/j.jbi.2024.104759","journal-title":"J Biomed Inform"},{"key":"3650_CR13","doi-asserted-by":"publisher","DOI":"10.1167\/tvst.10.1.33","volume":"10","author":"C Zheng","year":"2021","unstructured":"Zheng C, Yao Q, Lu J, Xie X, Lin S, Wang Z et al (2021) Detection of referable horizontal strabismus in children\u2019s primary gaze photographs using deep learning. Transl Vis Sci Technol 10:33. https:\/\/doi.org\/10.1167\/tvst.10.1.33","journal-title":"Transl Vis Sci Technol"},{"key":"3650_CR14","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-025-88154-6","volume":"15","author":"M Yarkheir","year":"2025","unstructured":"Yarkheir M, Sadeghi M, Azarnoush H, Akbari MR, Khalili Pour E (2025) Automated strabismus detection and classification using deep learning analysis of facial images. Sci Rep 15:3910. https:\/\/doi.org\/10.1038\/s41598-025-88154-6","journal-title":"Sci Rep"},{"key":"3650_CR15","doi-asserted-by":"publisher","unstructured":"Kim D, Joo J, Zhu G, Seo J, Ha J, Kim SC (2021) Strabismus classification using convolutional neural networks. In: 2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC). IEEE, pp 216\u2013218. https:\/\/doi.org\/10.1109\/ICAIIC51459.2021.9415280","DOI":"10.1109\/ICAIIC51459.2021.9415280"},{"key":"3650_CR16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2021.104527","volume":"153","author":"MJ Ten\u00f3rio Albuquerque Madruga Mesquit","year":"2021","unstructured":"Ten\u00f3rio Albuquerque Madruga Mesquita MJ, Azevedo Valente TL, de Almeida JDS, Meireles Teixeira JA, Cord Medina FM, dos Santos AM (2021) A mHealth application for automated detection and diagnosis of strabismus. Int J Med Inform 153:104527. https:\/\/doi.org\/10.1016\/j.ijmedinf.2021.104527","journal-title":"Int J Med Inform"},{"key":"3650_CR17","doi-asserted-by":"publisher","DOI":"10.1016\/j.pdpdt.2023.103805","volume":"44","author":"\u015e Karaaslan","year":"2023","unstructured":"Karaaslan \u015e, Kobat SG, Gedikp\u0131nar M (2023) A new method based on deep learning and image processing for detection of strabismus with the Hirschberg test. Photodiagnosis Photodyn Ther 44:103805. https:\/\/doi.org\/10.1016\/j.pdpdt.2023.103805","journal-title":"Photodiagnosis Photodyn Ther"},{"key":"3650_CR18","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1016\/j.ajo.2023.01.013","volume":"250","author":"SR Monahan","year":"2023","unstructured":"Monahan SR, Smith SM, Gammeltoft ET, Trivedi RH, Wilson ME, Bowsher JD et al (2023) The blinqTM vision screener in detection of amblyopia and strabismus. Am J Ophthalmol 250:20\u201324. https:\/\/doi.org\/10.1016\/j.ajo.2023.01.013","journal-title":"Am J Ophthalmol"},{"key":"3650_CR19","doi-asserted-by":"publisher","first-page":"3609","DOI":"10.1038\/s41433-023-02566-0","volume":"37","author":"N Nixon","year":"2023","unstructured":"Nixon N, Thomas PBM, Jones PR (2023) Feasibility study of an automated strabismus screening test using augmented reality and eye-tracking (STARE). Eye 37:3609\u20133614. https:\/\/doi.org\/10.1038\/s41433-023-02566-0","journal-title":"Eye"},{"key":"3650_CR20","doi-asserted-by":"publisher","unstructured":"Mehringer W, Wirth M, Risch F, Roth D, Michelson G, Eskofier B (2021) Hess Screen revised: how eye tracking and virtual reality change strabismus assessment. In: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). pp 2058\u20132062. https:\/\/doi.org\/10.1109\/EMBC46164.2021.9631002","DOI":"10.1109\/EMBC46164.2021.9631002"},{"key":"3650_CR21","doi-asserted-by":"publisher","first-page":"110","DOI":"10.3390\/bios15020110","volume":"15","author":"Z Zhao","year":"2025","unstructured":"Zhao Z, Meng H, Li S, Wang S, Wang J, Gao S (2025) High-accuracy intermittent strabismus screening via wearable eye-tracking and AI-enhanced ocular feature analysis. Biosensors 15:110. https:\/\/doi.org\/10.3390\/bios15020110","journal-title":"Biosensors"},{"key":"3650_CR22","doi-asserted-by":"publisher","first-page":"1829","DOI":"10.1038\/s41467-024-46150-w","volume":"15","author":"M Rosenblatt","year":"2024","unstructured":"Rosenblatt M, Tejavibulya L, Jiang R et al (2024) Data leakage inflates prediction performance in connectome-based machine learning models. Nat Commun 15:1829. https:\/\/doi.org\/10.1038\/s41467-024-46150-w","journal-title":"Nat Commun"},{"key":"3650_CR23","unstructured":"Kohavi R (1995) A study of cross-validation and bootstrap for accuracy estimation and model selection. In: Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, pp 1137\u20131143"},{"key":"3650_CR24","doi-asserted-by":"publisher","first-page":"7637","DOI":"10.1039\/d5sc00270b","volume":"16","author":"J Jiang","year":"2025","unstructured":"Jiang J, Zhang C, Ke L et al (2025) A review of machine learning methods for imbalanced data challenges in chemistry. Chem Sci 16:7637\u20137658. https:\/\/doi.org\/10.1039\/d5sc00270b","journal-title":"Chem Sci"},{"key":"3650_CR25","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1515\/cdbme-2021-2038","volume":"7","author":"MP Pauli","year":"2021","unstructured":"Pauli MP, Pohl C, Golz M (2021) Balanced leave-one-subject-out cross- validation for microsleep classification. Curr Dir Biomed Eng 7:147\u2013150. https:\/\/doi.org\/10.1515\/cdbme-2021-2038","journal-title":"Curr Dir Biomed Eng"},{"key":"3650_CR26","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.220232","volume":"5","author":"TJ Bradshaw","year":"2023","unstructured":"Bradshaw TJ, Huemann Z, Hu J, Rahmim A (2023) A guide to cross-validation for artificial intelligence in medical imaging. Radiol Artif Intell 5:e220232. https:\/\/doi.org\/10.1148\/ryai.220232","journal-title":"Radiol Artif Intell"},{"key":"3650_CR27","doi-asserted-by":"publisher","unstructured":"He K, Zhang X, Ren S, Sun J (2016) Deep residual learning for image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp 770\u2013778. https:\/\/doi.org\/10.1109\/CVPR.2016.90","DOI":"10.1109\/CVPR.2016.90"},{"key":"3650_CR28","doi-asserted-by":"publisher","unstructured":"Huang Z, Xu W, Yu K (2015) Bidirectional LSTM-CRF models for sequence tagging. arXiv preprint arXiv:1508.01991. https:\/\/doi.org\/10.48550\/arXiv.1508.01991","DOI":"10.48550\/arXiv.1508.01991"},{"key":"3650_CR29","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1109\/TPAMI.2022.3152247","volume":"45","author":"K Han","year":"2023","unstructured":"Han K, Wang Y, Chen H, Chen X, Guo J, Liu Z et al (2023) A survey on vision transformer. IEEE Trans Pattern Anal Mach Intell 45:87\u2013110. https:\/\/doi.org\/10.1109\/TPAMI.2022.3152247","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"3650_CR30","doi-asserted-by":"publisher","first-page":"259","DOI":"10.5301\/ejo.5001064","volume":"28","author":"AC Piantanida","year":"2018","unstructured":"Piantanida AC, Spera M, Nobili R, Gerosa G (2018) Statistics of TNO stereotest for the diagnosis of microesotropia in young patients in daily practice. Eur J Ophthalmol 28:259\u2013263. https:\/\/doi.org\/10.5301\/ejo.5001064","journal-title":"Eur J Ophthalmol"},{"key":"3650_CR31","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1016\/j.optm.2011.02.020","volume":"82","author":"JO Ibironke","year":"2011","unstructured":"Ibironke JO (2011) Microtropia: clinical findings and management for the primary eye care practitioner. Optometry 82:657\u2013661. https:\/\/doi.org\/10.1016\/j.optm.2011.02.020","journal-title":"Optometry"},{"key":"3650_CR32","volume-title":"StatPearls [Internet]","author":"K Kaur","year":"2023","unstructured":"Kaur K, Gurnani B (2023) Esotropia. StatPearls [Internet]. StatPearls Publishing, Treasure Island (FL)"},{"key":"3650_CR33","doi-asserted-by":"publisher","first-page":"661","DOI":"10.1167\/iovs.06-0717","volume":"48","author":"VLN Fu","year":"2007","unstructured":"Fu VLN, Stager DR, Birch EE (2007) Progression of intermittent, small-angle, and variable-angle esotropia in infancy. Invest Ophthalmol Vis Sci 48:661\u2013664. https:\/\/doi.org\/10.1167\/iovs.06-0717","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"3650_CR34","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1016\/j.ophtha.2007.03.084","volume":"115","author":"SR Hatt","year":"2008","unstructured":"Hatt SR, Mohney BG, Leske DA, Holmes JM (2008) Variability of control in intermittent exotropia. Ophthalmology 115:371-376.e2. https:\/\/doi.org\/10.1016\/j.ophtha.2007.03.084","journal-title":"Ophthalmology"},{"issue":"3","key":"3650_CR35","doi-asserted-by":"publisher","first-page":"P179","DOI":"10.1016\/j.ophtha.2022.11.002","volume":"130","author":"DT Sprunger","year":"2023","unstructured":"Sprunger DT, Lambert SR, Hercinovic A et al (2023) Esotropia and exotropia preferred practice pattern\u00ae. Ophthalmology 130(3):P179\u2013P221. https:\/\/doi.org\/10.1016\/j.ophtha.2022.11.002","journal-title":"Ophthalmology"},{"issue":"1","key":"3650_CR36","doi-asserted-by":"publisher","first-page":"P321","DOI":"10.1016\/j.ophtha.2019.09.023","volume":"127","author":"LR Dagi","year":"2020","unstructured":"Dagi LR, Velez FG, Archer SM et al (2020) Adult strabismus preferred practice pattern\u00ae. Ophthalmology 127(1):P321\u2013P437. https:\/\/doi.org\/10.1016\/j.ophtha.2019.09.023","journal-title":"Ophthalmology"},{"issue":"4","key":"3650_CR37","doi-asserted-by":"publisher","first-page":"877","DOI":"10.1016\/j.ophtha.2013.10.030","volume":"121","author":"JM Martinez-Thompson","year":"2014","unstructured":"Martinez-Thompson JM, Diehl NN, Holmes JM, Mohney BG (2014) Incidence, types, and lifetime risk of adult-onset strabismus. Ophthalmology 121(4):877\u2013882. https:\/\/doi.org\/10.1016\/10.1016\/j.ophtha.2013.10.030","journal-title":"Ophthalmology"},{"key":"3650_CR38","doi-asserted-by":"publisher","first-page":"46","DOI":"10.3389\/fnhum.2015.00046","volume":"9","author":"S Dowiasch","year":"2015","unstructured":"Dowiasch S, Marx S, Einh\u00e4user W, Bremmer F (2015) Effects of aging on eye movements in the real world. Front Hum Neurosci 9:46. https:\/\/doi.org\/10.3389\/fnhum.2015.00046","journal-title":"Front Hum Neurosci"},{"issue":"5","key":"3650_CR39","doi-asserted-by":"publisher","first-page":"M235","DOI":"10.1093\/geronj\/49.5.M235","volume":"49","author":"C Moschner","year":"1994","unstructured":"Moschner C, Baloh RW (1994) Age-related changes in visual tracking. J Gerontol 49(5):M235\u2013M238. https:\/\/doi.org\/10.1093\/geronj\/49.5.M235","journal-title":"J Gerontol"},{"key":"3650_CR40","doi-asserted-by":"publisher","DOI":"10.1145\/3733834","author":"A Shoenfelt","year":"2025","unstructured":"Shoenfelt A, Isaacowitz DM, Ebner NC (2025) Eye tracking in aging: challenges, best practices, and novel frontiers. ACM Trans Appl Percept. https:\/\/doi.org\/10.1145\/3733834","journal-title":"ACM Trans Appl Percept"}],"container-title":["Medical &amp; Biological Engineering &amp; Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-026-03650-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11517-026-03650-9","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-026-03650-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,4]],"date-time":"2026-10-04T16:02:56Z","timestamp":1791129776000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11517-026-03650-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,19]]},"references-count":40,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2026,9]]}},"alternative-id":["3650"],"URL":"https:\/\/doi.org\/10.1007\/s11517-026-03650-9","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"value":"0140-0118","type":"print"},{"value":"1741-0444","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,19]]},"assertion":[{"value":"4 September 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 July 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 August 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare no conflict of interest.","order":1,"name":"Ethics","label":"Conflicts of interest","group":{"name":"EthicsHeading","label":"Declarations"}}]}}