AI-IN-HEALTHCARE5 MIN READ
Turn false-positive tension into a better AI workflow
Use shared risk language to turn clinician complaints about false positives into measurable model and workflow improvements.
Samir SA Data scientist M Map Me Measure Ma Manage The tension 20 sec Metric mismatch The nurse team is overloaded by readmission alerts; the model still meets its precision target. A model can be statistically in spec and operationally unsafe. 42 extra alerts/day 3 units affected
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