Beyond discrimination metrics in prehospital scores: a journey to support improved patient outcomes - Takeaways - MDSpire
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Looking Beyond Discrimination in Prehospital Scores to Improve Patient Outcomes

  • By

  • Philipp Kümpers

  • Alexandros Rovas

  • November 13, 2026

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  • 1

    The mSOFA score uses five first-contact variables and showed an AUROC of 0.944 for two-day mortality in a prospective validation of more than 12,000 patients.

  • 2

    In a prospective multicenter study of 16,106 patients, 85 died despite having an mSOFA score below the high-acuity threshold of 5.

  • 3

    Among false-negative patients, lactate and GCS had a strong positive association, consistent with but not establishing occult hypoperfusion.

  • 4

    The Occult Hypoperfusion Index is lactate × (16 − GCS), with a threshold of 3.38 proposed as a secondary screen for patients with mSOFA below 5.

  • 5

    The OHI detected 73 of 85 deaths missed by mSOFA, increasing sensitivity from 90.9% to 98.7%, but its 2.4% mortality positive predictive value warrants evaluation of operational value.

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