{
  "video_id": "2d13b6faaf258f69",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "World Feedback for Clinical Agents: Diagnosing RL in FHIR Environments",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Rigorous RL-in-healthcare empirical study with actionable taxonomy (decision/format/lookup barriers); directly applicable to Aria's agent-eval and capability-ceiling diagnosis patterns.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001751,
  "triaged_at": "2026-07-03T15:01:56.101063+00:00"
}