{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T22:52:41Z","timestamp":1777589561034,"version":"3.51.4"},"reference-count":21,"publisher":"SAGE Publications","issue":"12","license":[{"start":{"date-parts":[[2025,10,24]],"date-time":"2025-10-24T00:00:00Z","timestamp":1761264000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Endourology"],"published-print":{"date-parts":[[2025,12]]},"abstract":"<jats:sec>\n                    <jats:title>Introduction:<\/jats:title>\n                    <jats:p>This study aims to develop a predictive model for identifying patients at increased risk of prolonged hospital stay after robotic-assisted radical prostatectomy, either via multi-port or single-port techniques, to improve postoperative care and assist in selecting ideal candidates for same-day discharge.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods:<\/jats:title>\n                    <jats:p>The study included patients who underwent robotic-assisted radical prostatectomy at the University of Illinois at Chicago between January 2013 and December 2022. The dataset comprises preoperative variables such as age, race, body mass index, comorbidities, prostate-specific antigen levels, Gleason score, surgical approach, and length of hospital stay. A logistic regression model was employed to predict the likelihood of a hospital stay exceeding 24 hours. The model\u2019s performance was assessed using the area under the Receiver Operating Characteristic curve and fivefold cross-validation.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results:<\/jats:title>\n                    <jats:p>\n                      The predictive model identified significant factors associated with prolonged hospital stays, including body mass index, prostate-specific antigen levels, Gleason score, surgical approach, and specific comorbidities. The transperitoneal approach was strongly associated with lower chances of same-day discharge, demonstrating an odds ratio of 4.23 (\n                      <jats:italic toggle=\"yes\">p<\/jats:italic>\n                      &lt; 0.00001). The model achieved an accuracy of 73.7% as evaluated by cross-validation.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Discussion:<\/jats:title>\n                    <jats:p>The nomogram effectively predicts the likelihood of prolonged hospital stay following robotic-assisted radical prostatectomy, enabling surgeons to make informed decisions about patient counseling, surgical planning, and postoperative management. This model may assist in identifying ideal candidates for same-day discharge while improving hospital resource utilization. Future studies should validate this model externally and explore the impact of additional perioperative and social factors.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1177\/08927790251387357","type":"journal-article","created":{"date-parts":[[2025,10,24]],"date-time":"2025-10-24T14:20:16Z","timestamp":1761315616000},"page":"1310-1315","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":0,"title":["Prediction Model for Same-Day Discharge in Robotic-Assisted Radical Laparoscopic Prostatectomy"],"prefix":"10.1177","volume":"39","author":[{"given":"Luca Alfredo","family":"Morgantini","sequence":"first","affiliation":[{"name":"Department of Urology, University of Illinois at Chicago, Chicago, Illinois, USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Puja","family":"Saha","sequence":"additional","affiliation":[{"name":"School of Medicine, Stanford University, Stanford, California, USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antony","family":"Pellegrino","sequence":"additional","affiliation":[{"name":"Department of Urology, University of Illinois at Chicago, Chicago, Illinois, USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Greta","family":"Pettenuzzo","sequence":"additional","affiliation":[{"name":"Department of Urology, University of Illinois at Chicago, Chicago, Illinois, USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Donato","family":"Cannoletta","sequence":"additional","affiliation":[{"name":"Department of Urology, University of Illinois at Chicago, Chicago, Illinois, USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanna","family":"Kherzai","sequence":"additional","affiliation":[{"name":"Department of Urology, University of Illinois at Chicago, Chicago, Illinois, USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yash","family":"Vijay","sequence":"additional","affiliation":[{"name":"Department of Urology, University of Illinois at Chicago, Chicago, Illinois, USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruben","family":"Calvo","sequence":"additional","affiliation":[{"name":"Department of Urology, University of Illinois at Chicago, Chicago, Illinois, USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simone","family":"Crivellaro","sequence":"additional","affiliation":[{"name":"Department of Urology, University of Illinois at Chicago, Chicago, Illinois, USA."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2025,10,24]]},"reference":[{"key":"e_1_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.5489\/cuaj.2170"},{"key":"e_1_3_3_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.juro.2006.10.070"},{"issue":"5","key":"e_1_3_3_4_2","first-page":"389","article-title":"A review of the role of robotics in surgery: To DaVinci and beyond","volume":"120","author":"Probst P","year":"2023","unstructured":"Probst P. A review of the role of robotics in surgery: To DaVinci and beyond. ! Mo Med, 2023; 120(5):389\u2013396.","journal-title":"Mo Med"},{"key":"e_1_3_3_5_2","doi-asserted-by":"publisher","DOI":"10.1097\/JU.0000000000001129"},{"key":"e_1_3_3_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.urology.2020.08.092"},{"key":"e_1_3_3_7_2","doi-asserted-by":"publisher","DOI":"10.1046\/j.1464-410X.2002.02669.x"},{"key":"e_1_3_3_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclinepi.2004.03.012"},{"key":"e_1_3_3_9_2","unstructured":"Free 2024 ICD-10-CM Codes. Available from: https:\/\/www.icd10data.com\/ICD10CM\/Codes [Last accessed: June20 2024]."},{"key":"e_1_3_3_10_2","unstructured":"List of CPT\/HCPCS codes | CMS. Available from: https:\/\/www.cms.gov\/medicare\/regulations-guidance\/physician-self-referral\/list-cpt-hcpcs-codes [Last accessed: June20 2024]."},{"key":"e_1_3_3_11_2","doi-asserted-by":"publisher","DOI":"10.1097\/MD.0000000000015770"},{"key":"e_1_3_3_12_2","doi-asserted-by":"publisher","DOI":"10.1097\/JU.0000000000000353"},{"key":"e_1_3_3_13_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11701-021-01245-0"},{"key":"e_1_3_3_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.urology.2022.10.001"},{"key":"e_1_3_3_15_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11701-018-0848-8"},{"key":"e_1_3_3_16_2","volume-title":"Prediction Tools\/Prostate Cancer Nomograms. Pre-Radical Prostatectomy","author":"Memorial Sloan Kettering Cancer Center","year":"2018","unstructured":"Memorial Sloan Kettering Cancer Center. Prediction Tools\/Prostate Cancer Nomograms. Pre-Radical Prostatectomy. Memorial sloan kettering cancer center (MSKCC). 2018 Aug 11."},{"key":"e_1_3_3_17_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.urology.2016.11.028"},{"key":"e_1_3_3_18_2","doi-asserted-by":"publisher","DOI":"10.4111\/icu.20200411"},{"key":"e_1_3_3_19_2","doi-asserted-by":"publisher","DOI":"10.1089\/end.2014.0661"},{"key":"e_1_3_3_20_2","doi-asserted-by":"publisher","DOI":"10.1016\/0021-9681(87)90171-8"},{"key":"e_1_3_3_21_2","doi-asserted-by":"publisher","DOI":"10.4103\/0019-5049.79879"},{"key":"e_1_3_3_22_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.urolonc.2011.10.007"}],"container-title":["Journal of Endourology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/08927790251387357","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/08927790251387357","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/08927790251387357","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T20:17:41Z","timestamp":1777407461000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.1177\/08927790251387357"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,24]]},"references-count":21,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2025,12]]}},"alternative-id":["10.1177\/08927790251387357"],"URL":"https:\/\/doi.org\/10.1177\/08927790251387357","relation":{},"ISSN":["0892-7790","1557-900X"],"issn-type":[{"value":"0892-7790","type":"print"},{"value":"1557-900X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10,24]]}}}