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Pathogens in positive blood cultures were isolated by serum separation gels and identified by MALDI-TOF MS. The results of E. coli and K. pneumoniae identifications were analysed by machine learning models to rapidly predict susceptibility to carbapenems, thereby reducing laboratory turnaround time (this figure was produced in the biorender)
