{
  "id": 19288926,
  "title": "Prediction of IgE-mediated allergic reactions to beta-lactam antibiotics using machine learning models",
  "url": "https://urgent.news/2026/11/10/prediction-of-ige-mediated-allergic-reactions-to-beta-lactam",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-10T00:00:00.000Z",
  "source": {
    "name": "Scientific Reports",
    "slug": "scientific-reports",
    "url": "https://www.nature.com/articles/s41598-026-78994-1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Scientific Reports, Published online: 10 November 2026; doi:10.1038/s41598-026-78994-1 Prediction of IgE-mediated allergic reactions to beta-lactam antibiotics using machine learning models",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 3,
    "also_reported_by": [
      {
        "outlet": "bioRxiv",
        "title": "Leave-One-Out-Cross-Validation Based Machine Learning Algorithms for Efficient, Scalable, and Robust Prediction of Artemisinin Resistance in Plasmodium falciparum Kelch13 mutants.",
        "url": "https://urgent.news/2026/11/09/leave-one-out-cross-validation-based-machine-learning-algorithms-for",
        "published": "2026-11-09T00:00:00.000Z"
      },
      {
        "outlet": "Phys.org",
        "title": "Machine learning reveals how often fish schooling evolved—and repeatedly disappeared",
        "url": "https://urgent.news/2026/11/09/machine-learning-reveals-how-often-fish-schooling-evolved-and",
        "published": "2026-11-09T23:30:05.000Z"
      }
    ]
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}