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. 2025 Sep 3;14(9):889. doi: 10.3390/antibiotics14090889
ATB antibiotic
MDR multidrug resistant bacteria
ICU intensive care unit
RZ Resistencia Zero Project
RF risk factors
ESBL extended-spectrum beta-lactamase-producing Enterobacterales
MRSA methicillin-resistant Staphylococcus aureus
SEMICYUC Sociedad Española de Medicina Intensiva y Unidades Coronarias
ML machine learning
HUAV Arnau de Vilanova University Hospital
DG development group
VG validation group
VRE vancomycin-resistant Enterococcus spp.
DM diabetes mellitus
COPD chronic obstructive pulmonary disease
CKD chronic kidney disease
ED emergency department
LR logistic regression
CHAID Chi-square automatic interaction detection
SHAP SHapley Additive exPlanations
S sensitivity
E specificity
PPV positive predictive value
NPV negative predictive value
AUC area under the curve