{
  "id": 151658,
  "title": "Discovery of a phenazine–thiol conjugase from sparse data using genome-informed machine learning",
  "url": "https://urgent.news/2026/07/27/discovery-of-a-phenazine-thiol-conjugase-from-sparse-data-using",
  "topic": "ai",
  "section": "AI",
  "published": "2026-07-27T07:00:00.000Z",
  "source": {
    "name": "PNAS",
    "slug": "pnas",
    "url": "https://www.pnas.org/doi/abs/10.1073/pnas.2607571123?af=R"
  },
  "original_language": "en",
  "account": null,
  "summary": "Proceedings of the National Academy of Sciences, Volume 123, Issue 31, August 2026. SignificanceMachine learning excels when large, well-labeled datasets are available, yet many biologically important problems lack sufficient experimental data to support such approaches to discovery. This limitation is particularly acute for identifying ...",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "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."
}