Lay Description
This prospective [future facing] cohort study will validate electronic markers of postoperative morbidity (POMS) against manually collected standards. Manual POMS will be recorded on days 3, 5 and 7, with CDC and CCI collected at discharge. Electronic equivalents (ePOMS, eCDC, eCCI) will be generated from routinely collected Electronic Health Records (EHR) data, including vital signs, blood tests, medications, procedures, and Intensive Care Unit (ICU) records.
Agreement between manual and electronic measures will be assessed using Bland-Altman analysis and Wilcoxon signed rank tests.
Predictive validity for length of stay and complex discharge will be tested using area under receiver operator curve. Key variables span pulmonary, renal, cardiovascular, infection, pain, gastrointestinal, neurological, and wound domains.