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AI-DRAFTED — PHYSICIAN REVIEW IN PROGRESSThe citation for this entry was checked against Crossref and PubMed, but its summary and interpretation were drafted by an AI model from the published abstract and have not yet been individually read by a physician. Read the linked source before relying on this operationally.
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Hospital-based healthcare provider (nurse and physician) integration into an EMS-managed mass-gathering event[1]

Summary

Four-year review of a coordinated EMS + hospital-based nurse-physician team at a college football stadium: 1,681 patients across 26 events (1,544,244 attendance; 1.09 patients per thousand). 87.6% were minor complaints; 12.4% received full physician evaluations (most with pulse oximetry and ECG monitoring), led by altered mental status (52.7%) and chest pain (12.7%). 109 patients were transported (6.48% of patients) — but 57.6% of fully evaluated patients were discharged on site by a physician, avoiding transport. Event-day ED census ran significantly higher than non-event days (176.2 vs 161.2, P<.001) with only minor system impact. Concludes physician integration may increase absolute census while DECREASING the percentage transported.

So what

The key quantitative case for physician-level care on site: on-site physicians converted more than half of full evaluations into safe discharges, keeping transports down even as total census rose. This is the evidence behind treat-and-release event medicine — the difference between a first-aid post that forwards everything and a clinical operation that closes cases — and the altered-mental-status-dominant case mix defines what those physicians actually manage at a stadium. Pairs with the ED-impact SLR (PoshtMashhadi) on the hospital side.

Key findings

  • 1,681 patients, 26 college football events, 1.09 per 1,000 attendees
  • 87.6% minor; full evaluations led by AMS (52.7%) and chest pain (12.7%)
  • 57.6% of fully evaluated patients discharged on site by physicians - transports avoided
  • Event-day ED census up (176.2 vs 161.2, P<.001) but system impact minor
  • Physician integration: higher census captured, lower percent transported

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