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Background: In the worldwide, real-life setting, some candidates for right colectomy still receive no bowel preparation, some receive oral antibiotics alone, some receive mechanical bowel preparation alone, and some receive mechanical bowel preparation with oral antibiotics, with varying degrees of compliance to preoperative intravenous antibiotic prophylaxis. Previous studies mainly focused on left-sided colorectal anastomoses while less attention has been devoted to right-sided ileocolic anastomoses. When high-level evidence from randomized clinical trials is lacking, multiple-treatment propensity score weighting analysis of prospective data on the basis of generalized boosted model is superior to a simple propensity score-matching analysis and to an inverse probability weighting in terms of external validity and bias reduction. Methods: This is an analysis on the basis of machine-learning procedures of 2,617 patients who underwent elective right colectomies. Results: The risk of surgical-site infections (5.0% after no bowel preparation) was significantly lower after mechanical bowel preparation with oral antibiotics (4.0%, P = .017), significantly greater after mechanical bowel preparation alone (8.6%, P = .019), and comparable after oral antibiotics alone (3.9%). The risk of anastomotic leakage (3.2% after no bowel preparation) was significantly greater after oral antibiotics alone (4.8%, P = .013). Concerning secondary outcomes, no significant differences were recorded for the risk of overall morbidity and reoperation. The risk of readmission (3.0% after no bowel preparation) was significantly reduced after mechanical bowel preparation with oral antibiotics (1.5%, P = .046), and the risk of major morbidity (5.1% after no bowel preparation) was significantly greater after oral antibiotics alone (6.7%, P = .007). Conclusion: This multitreatment machine-learning analysis, despite some limitations, showed that mechanical bowel preparation with oral antibiotics is associated with a decrease in surgical-site infections after elective right colectomy compared with no bowel preparation.
Background: In the worldwide, real-life setting, some candidates for right colectomy still receive no bowel preparation, some receive oral antibiotics alone, some receive mechanical bowel preparation alone, and some receive mechanical bowel preparation with oral antibiotics, with varying degrees of compliance to preoperative intravenous antibiotic prophylaxis. Previous studies mainly focused on left-sided colorectal anastomoses while less attention has been devoted to right-sided ileocolic anastomoses. When high-level evidence from randomized clinical trials is lacking, multiple-treatment propensity score weighting analysis of prospective data on the basis of generalized boosted model is superior to a simple propensity score-matching analysis and to an inverse probability weighting in terms of external validity and bias reduction. Methods: This is an analysis on the basis of machine-learning procedures of 2,617 patients who underwent elective right colectomies. Results: The risk of surgical-site infections (5.0% after no bowel preparation) was significantly lower after mechanical bowel preparation with oral antibiotics (4.0%, P = .017), significantly greater after mechanical bowel preparation alone (8.6%, P = .019), and comparable after oral antibiotics alone (3.9%). The risk of anastomotic leakage (3.2% after no bowel preparation) was significantly greater after oral antibiotics alone (4.8%, P = .013). Concerning secondary outcomes, no significant differences were recorded for the risk of overall morbidity and reoperation. The risk of readmission (3.0% after no bowel preparation) was significantly reduced after mechanical bowel preparation with oral antibiotics (1.5%, P = .046), and the risk of major morbidity (5.1% after no bowel preparation) was significantly greater after oral antibiotics alone (6.7%, P = .007). Conclusion: This multitreatment machine-learning analysis, despite some limitations, showed that mechanical bowel preparation with oral antibiotics is associated with a decrease in surgical-site infections after elective right colectomy compared with no bowel preparation.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/976163
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simulazione ASN
Il report seguente simula gli indicatori relativi alla propria produzione scientifica in relazione alle soglie ASN 2023-2025 del proprio SC/SSD. Si ricorda che il superamento dei valori soglia (almeno 2 su 3) è requisito necessario ma non sufficiente al conseguimento dell'abilitazione. La simulazione si basa sui dati IRIS e sugli indicatori bibliometrici alla data indicata e non tiene conto di eventuali periodi di congedo obbligatorio, che in sede di domanda ASN danno diritto a incrementi percentuali dei valori. La simulazione può differire dall'esito di un’eventuale domanda ASN sia per errori di catalogazione e/o dati mancanti in IRIS, sia per la variabilità dei dati bibliometrici nel tempo. Si consideri che Anvur calcola i valori degli indicatori all'ultima data utile per la presentazione delle domande.
La presente simulazione è stata realizzata sulla base delle specifiche raccolte sul tavolo ER del Focus Group IRIS coordinato dall’Università di Modena e Reggio Emilia e delle regole riportate nel DM 589/2018 e allegata Tabella A. Cineca, l’Università di Modena e Reggio Emilia e il Focus Group IRIS non si assumono alcuna responsabilità in merito all’uso che il diretto interessato o terzi faranno della simulazione. Si specifica inoltre che la simulazione contiene calcoli effettuati con dati e algoritmi di pubblico dominio e deve quindi essere considerata come un mero ausilio al calcolo svolgibile manualmente o con strumenti equivalenti.
