{
  "video_id": "b3dfbeb6a1ade06b",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "REVEAL++: Differentiable Phenotypic Grouping for Vision-Language Retinal Modeling of Alzheimer's Disease Risk",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 1.5,
  "effective_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solide ML-Methodologie (kontinuierliche Phenotyp-Gewichtung statt diskreter Cluster) mit medizinischer Anwendung, aber tangiert Aria-Ziele (Multi-Agent, Memory, Observability) nicht; akademisch korrekt, praktische Implementierbarkeit unklar.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.002016,
  "triaged_at": "2026-06-19T15:03:02.329903+00:00"
}