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Algorithms · June 2021Gaffe level: Blunder

Epic's widely used sepsis prediction model falls short among Michigan Medicine patients

Epic's sepsis-prediction model, deployed in hundreds of hospitals, performed substantially worse in the real world than its vendor-reported numbers. The algorithm cried wolf so often that clinicians started tuning it out.

Source: Fierce Healthcare

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Meanwhile on BotKudos.com

A Pediatric Nail System Built for Growing Bones Won FDA Clearance

Medicine · October 2026 Kudos level: Bravo

OrthoPediatrics received FDA 510(k) clearance on Oct. 27 for its PNP Retrograde nail system, designed specifically for children's anatomy for femoral trauma and deformity correction. Adult-sized implants do not fit growing bones well, so a system with anatomic nails for trauma and straight nails for deformity fills a real gap in pediatric surgery. The first procedures using the system are already complete, and the wider platform has supported nearly 15,000 patients worldwide.

Source: Morningstar

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