When Every Minute Counts: Predicting Pre-Hospital Deliveries and Neonatal Risk in Emergency Medical Services Using Data-Driven Models.

J Clin Med · 2026 · PMC12897596 · PMID 41682622

Europe PMC DOI

hedged sentences

0.0830

closest p · 1.7× alpha

0.2400

boldest claim

The sentences

showed a trendp = 0.083so close (0.05 < p ≤ 0.1)

Results : Pre-hospital delivery was strongly associated with second-stage labor (OR ≈ 535; p < 0.0001), ruptured membranes (OR ≈ 8.7; p < 0.0001), and fewer previous pregnancies (OR = 0.86; p = 0.018), and showed a trend with higher maternal heart rate (OR = 1.015; p = 0.083).

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did not reach statistical significancep = 0.24not close (p > 0.1)

Heart rate had a borderline positive association with outcome (OR = 1.015 per additional beat above 90 bpm, p = 0.083), whereas complications during labor and medical care during pregnancy did not reach statistical significance ( p = 0.24 and p = 0.068, respectively).

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