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DRAFT — PENDING SOURCE VERIFICATIONUnder physician review; not for operational use. Summary AI-drafted from the abstract; awaiting physician sign-off.
Paper unverified

Mass gathering medicine patient presentation and transport rates[1]

Summary

Report outlining the mass-gathering triage literature and developing an Australian mass-gathering triage tool for first responders (St John Ambulance NSW / Monash). Cites the field's canonical ranges: patient presentation rates at on-site health services span 0.48-170 per 10,000 participants, and transport-to-hospital rates span 0.035-15 per 10,000. The tool is built from triage principles, previous mass-gathering triage tools, existing Australian triage systems (ATS), and Australian contextual considerations, and is designed for first-responder use.

So what

Two distinct values to the library. First, this is the citable source for the wildly quoted PPR range (0.48-170 per 10,000) — a 350-fold spread that is itself the strongest one-line argument that generic staffing ratios are meaningless without event-specific factors. Second, it addresses the triage-at-events gap: hospital triage scales assume resources events don't have, and this is the rare published attempt at an event-specific tool, designed for the first responders who actually staff most events. Feeds both ppr-prediction and mci-posture syntheses.

Key findings

  • Canonical ranges: PPR 0.48-170 per 10,000; transport 0.035-15 per 10,000
  • 350-fold PPR spread - generic staffing ratios indefensible without event factors
  • First-responder-usable triage tool built on ATS + prior mass-gathering tools
  • Australian St John / Monash provenance - links to the Adelaide research lineage

Read the paper