Lone Outliers LabsSOFTWARE & APPLIED AI

Antibiogram Machine Susceptibility and evidence explorer

02 / ANTIBIOGRAM MACHINE

See the pattern. Inspect the evidence.

Select an organism × antibiotic cell to connect susceptibility with its tested count, interval, missingness, and reporting status.

SYNTHETIC · NOT FOR CARE
Comparison mode
Period B · Floor / Urine11 of 12 cells displayed at n ≥ 30. Counts remain available when an estimate is suppressed.
Organism ↓
Antibiotic →
Ceftriaxone
Cefepime
Ciprofloxacin
Piperacillin/tazobactam
E. coli
K. pneumoniae
P. aeruginosa
0%50%100%
Suppressed or missing—read cell text Selected cell
Open the accessible data table
Period B synthetic susceptibility, Floor / Urine
OrganismCeftriaxoneCefepimeCiprofloxacinPiperacillin/tazobactam
E. coli85%, 120 tested93%, 115 tested70%, 120 tested92%, 110 tested
K. pneumoniae67%, 64 tested85%, 60 tested64%, 64 tested83%, 58 tested
P. aeruginosaNOT REPORTED76%, 38 tested63%, 32 tested79%, 38 tested

THREE GUIDED DISCOVERIES

90% does not describe the evidence width.

18 / 20 = 90%95% Wilson interval 69.9–97.2%
90 / 100 = 90%95% Wilson interval 82.6–94.5%

Equal percentages can carry different sampling uncertainty. More observations narrow this interval; they do not remove bias.

SYNCHRONIZED EXPORT

Period B · Floor / Urine · threshold 30The CSV uses the same suppression status shown above.
Download active synthetic CSV
Method, calculation boundaries, and reference

These are deterministic teaching fixtures. Comparisons subtract unrounded proportions and round once for display. S + I + R equals the antibiotic-specific tested count. Tested counts are never added across antibiotics to infer patients. Suppressed, missing, and actual 0% results remain distinct.

Real antibiograms require laboratory-verified results, isolate de-duplication, current breakpoints, and consistent reporting. See CLSI M39 ↗. This demonstration does not claim M39 compliance.

Educational software only. Not for diagnosis, treatment selection, dosing, or patient care.