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. 2026 Jun 1;15(11):4282. doi: 10.3390/jcm15114282
ADR Adverse drug reaction
AUC Area under the receiver operating characteristic curve
BMI Body mass index
CeVD Cerebrovascular disease
CKD Chronic kidney disease
CLD Chronic lung disease
CV Cross-validation/Cross-validated
CVD Cardiovascular disease
DCA Decision curve analysis
DM Diabetes mellitus
EMR Electronic medical record
ERAS Enhanced Recovery After Surgery
HTN Hypertension
IRB Institutional Review Board
LIA Local infiltration analgesia
LR Logistic regression
ML Machine learning
NRS Numeric rating scale
NV Nausea and vomiting
PCA Patient-controlled analgesia
PONV Postoperative nausea and vomiting
PR Precision–recall
PR-AUC Area under the precision–recall curve
PROMs Patient-reported outcome measures
RA-TKA Robotic-assisted total knee arthroplasty
RF Random forest
ROC Receiver operating characteristic
SHAP SHapley Additive exPlanations
SMOTE Synthetic minority oversampling technique
TKA Total knee arthroplasty
TRIPOD + AI Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis + Artificial Intelligence
VAS Visual analog scale
XGBoost Extreme gradient boosting