{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T14:40:09Z","timestamp":1750516809726,"version":"3.41.0"},"publisher-location":"Cham","reference-count":4,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031958403","type":"print"},{"value":"9783031958410","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-95841-0_66","type":"book-chapter","created":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T14:13:55Z","timestamp":1750515235000},"page":"356-360","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Predicting Length of\u00a0Stay in\u00a0Geriatric Patients Using an\u00a0Ensemble Learning Method"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9666-4407","authenticated-orcid":false,"given":"Mariachiara","family":"Savino","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8564-5307","authenticated-orcid":false,"given":"Chiara","family":"Dachena","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6415-7267","authenticated-orcid":false,"given":"Carlotta","family":"Masciocchi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5313-8631","authenticated-orcid":false,"given":"Stefania","family":"Orini","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4716-9925","authenticated-orcid":false,"given":"Roberto","family":"Gatta","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0008-2765-5935","authenticated-orcid":false,"given":"Stefano","family":"Patarnello","sequence":"additional","affiliation":[]},{"given":"Riccardo","family":"Rinaldi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8979-4182","authenticated-orcid":false,"given":"Nicola","family":"Acampora","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5634-238X","authenticated-orcid":false,"given":"Eleonora","family":"Meloni","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4137-7416","authenticated-orcid":false,"given":"Giovanni","family":"Arcuri","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3472-1389","authenticated-orcid":false,"given":"Francesco","family":"Landi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3400-4491","authenticated-orcid":false,"given":"Graziano","family":"Onder","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2630-6625","authenticated-orcid":false,"given":"Christian","family":"Barillaro","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,6,22]]},"reference":[{"issue":"7","key":"66_CR1","doi-asserted-by":"publisher","first-page":"564","DOI":"10.1136\/bmjqs.2009.034926","volume":"20","author":"S Ackroyd-Stolarz","year":"2011","unstructured":"Ackroyd-Stolarz, S., Read Guernsey, J., Mackinnon, N.J., Kovacs, G.: The association between a prolonged stay in the emergency department and adverse events in older patients admitted to hospital: a retrospective cohort study. BMJ Qual. Saf. 20(7), 564\u2013569 (2011)","journal-title":"BMJ Qual. Saf."},{"issue":"3","key":"66_CR2","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1016\/j.annemergmed.2020.01.010","volume":"76","author":"PK Curiati","year":"2020","unstructured":"Curiati, P.K., Gil-Junior, L.A., Morinaga, C.V., Ganem, F., Curiati, J., Avelino-Silva, T.J.: Predicting hospital admission and prolonged length of stay in older adults in the emergency department: The PRO-AGE scoring system. Ann. Emerg. Med. 76(3), 255\u2013265 (2020)","journal-title":"Ann. Emerg. Med."},{"key":"66_CR3","doi-asserted-by":"crossref","unstructured":"Damiani, A., et al.: Building an artificial intelligence laboratory based on real world data: The experience of gemelli generator. Front. Comput. Sci. 3 (2021)","DOI":"10.3389\/fcomp.2021.768266"},{"key":"66_CR4","doi-asserted-by":"crossref","unstructured":"Warren, M.B., et al.: Prolonged length of stay in ED psychiatric patients: a multivariable predictive model. Am. J. Emerg. Med. 34(2), 133\u2013139 (Feb 2016)","DOI":"10.1016\/j.ajem.2015.09.044"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-95841-0_66","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T14:13:57Z","timestamp":1750515237000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-95841-0_66"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031958403","9783031958410"],"references-count":4,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-95841-0_66","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"22 June 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIME","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence in Medicine","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pavia","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aime2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aime25.aimedicine.info\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}