AMROrbit: Reimagining AMR Stewardship through an Open Source, Dynamic, Actionable Scorecard from Routine Microbiology Data
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We present AMROrbit scorecard, an explainable model and an open sourced tool leveraging routine microbiology data to enable data driven AMR stewardship and surveillance. We built the scorecard on a global dataset of 229 antibiotic microorganism sample combinations collected across 84 countries using robust statistical models combined with an intuitive phase-space visualization of the amplitude and velocity of AMR trajectories. AMROrbit revealed rising resistance in 61.6% of combinations and spiraling out trajectories in 18.1% of countries, signaling an urgent need for proactive data driven stewardship in these areas.
