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Building CARE111: Translating Frontline Triage into a Python Decision Engine
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In high-pressure emergency triage environments like the NHS 111 service, time and accuracy are critical. One persistent operational bottleneck occurs when calls originate from care home staff regarding residents who present without specific, easily categorised symptoms, yet require assessment. While care workers often have accurate vital signs readily available, standard symptom-based triage algorithms can struggle to rapidly process these raw numbers into an immediate escalation decision.
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