{
  "id": 16704985,
  "title": "Patient-specific rubric-based evaluation of large language models across longitudinal cancer care",
  "url": "https://urgent.news/2026/10/26/patient-specific-rubric-based-evaluation-of-large-language-models",
  "topic": "health",
  "section": "Health & Medicine",
  "published": "2026-10-26T17:56:26.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.35847v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Large language models (LLMs) show promise in specialty medicine, yet existing evaluations largely focus on isolated clinical encounters rather than tracking how clinical responsibilities evolve across a longitudinal care pathway. Here we introduce NPC-RubricBench, a phase-aware benchmark for evaluating multistage clinical reasoning across the cancer care continuum, using nasopharyngeal carcinoma…",
  "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."
}