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. Author manuscript; available in PMC: 2018 May 4.
Published in final edited form as: J Biomed Inform. 2017 Apr 12;70:35–51. doi: 10.1016/j.jbi.2017.04.009

Table 2a.

Most frequent active variables for the phenotypic groups: microbiology and antibiotic.

Microorganism Lab Test (Microbiology) Antibiotic Prescription (Antibiotic)

MedCode Description MedCode Description
935 Organism Result: Escherichia Coli 72900 Piperacillin/Tazobactam
799 Organism Result: Candida Albicans 72702 Vancomycin
774 Organism Result: Staphylococcus Aureus 100198 Ceftriaxone
910 Organism Result: Klebsiella Pneumoniae 66042 Levofloxacin
31826 Organism Result: Enterococcus Faecalis 61003 Tobramycin
59993 Negative for Clostridium Difficile Toxin A and Toxin B 60671 Azithromycin
39576 Rule Out Influenza Virus 62375 Meropenem
316 No Ova or Parasites Found 61461 Amoxicillin
994 Positive for Gram Negative Rods 60918 Dapsone
36453 Susceptibility Type: Microscan Mic 62879 Cephalexin