{
  "video_id": "2607.08602",
  "channel": "cs.AI",
  "title": "Towards Precision Therapy in Hepatocellular Carcinoma: A Clinical-Reasoning LLM for Risk Stratification and Treatment Guidance",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 1,
  "avg_score": 2.5,
  "effective_score": 2.0,
  "verdict": "promote",
  "one_line_reason": "Clinical-reasoning LLM mit rigoroser Eval (step-verifiable rewards, multi-center validation, blinded clinician assessment), starke Reasoning-Architektur und Knowledge-Alignment; leichte Hype bei Survival-Claims aber ausreichend belegt.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001961,
  "triaged_at": "2026-07-10T15:00:41.173268+00:00"
}