{
  "video_id": "7dd4bd9bac76f37f",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Deployment-Centered Evaluation: Predicting Query-Level Rejection Risk in a Clinical LLM System",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Deployment-centered eval mit pre-response rejection-prediction direkt relevant für Aria's Eval-Setup und observability; empirisch validiert (AUROC 0.719, 4.5mo prospective), guardrail-integration praktisch umsetzbar.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018540000000000002,
  "triaged_at": "2026-06-12T15:02:01.562653+00:00"
}