{
  "generated_at": "2026-08-15T04:10:00Z",
  "pipeline_run": "run_2026w33_a7f21c",
  "sources_crawled": 9,
  "raw_posts": 14820,
  "clusters_after_dedupe": 3164,
  "published": 2917,
  "clinics": [
    {
      "id": "cl_banobagi",
      "name": "Banobagi Plastic Surgery",
      "name_ko": "바노바기 성형외과",
      "district": "Gangnam-gu, Seoul",
      "hue": 162,
      "reviews": 412,
      "verified_pct": 0.71,
      "trust": 0.94,
      "specialties": ["Rhinoplasty", "Facial contouring", "Double eyelid"],
      "price_band": "$$$"
    },
    {
      "id": "cl_view",
      "name": "View Plastic Surgery",
      "name_ko": "뷰 성형외과",
      "district": "Sinsa-dong, Seoul",
      "hue": 24,
      "reviews": 388,
      "verified_pct": 0.66,
      "trust": 0.91,
      "specialties": ["Facial contouring", "V-line", "Revision"],
      "price_band": "$$$"
    },
    {
      "id": "cl_id",
      "name": "ID Hospital",
      "name_ko": "아이디병원",
      "district": "Gangnam-gu, Seoul",
      "hue": 205,
      "reviews": 610,
      "verified_pct": 0.58,
      "trust": 0.88,
      "specialties": ["Two-jaw surgery", "Facial contouring"],
      "price_band": "$$$$"
    },
    {
      "id": "cl_girin",
      "name": "Girin Plastic Surgery",
      "name_ko": "기린 성형외과",
      "district": "Apgujeong, Seoul",
      "hue": 340,
      "reviews": 241,
      "verified_pct": 0.74,
      "trust": 0.9,
      "specialties": ["Rhinoplasty", "Revision rhinoplasty"],
      "price_band": "$$$"
    },
    {
      "id": "cl_oracle",
      "name": "Oracle Dermatology",
      "name_ko": "오라클 피부과",
      "district": "Gangnam-gu, Seoul",
      "hue": 46,
      "reviews": 507,
      "verified_pct": 0.63,
      "trust": 0.86,
      "specialties": ["Laser", "Ulthera", "Skin boosters"],
      "price_band": "$$"
    },
    {
      "id": "cl_lienjang",
      "name": "Lienjang Dermatology",
      "name_ko": "리엔장 피부과",
      "district": "Gangnam-gu, Seoul",
      "hue": 280,
      "reviews": 336,
      "verified_pct": 0.55,
      "trust": 0.82,
      "specialties": ["Laser toning", "Botox", "Fillers"],
      "price_band": "$$"
    }
  ],
  "procedures": [
    { "name": "Rhinoplasty", "ko": "코성형", "n": 3120 },
    { "name": "Double eyelid", "ko": "쌍꺼풀", "n": 2874 },
    { "name": "Facial contouring", "ko": "안면윤곽", "n": 1966 },
    { "name": "Two-jaw surgery", "ko": "양악수술", "n": 1204 },
    { "name": "Breast augmentation", "ko": "가슴성형", "n": 988 },
    { "name": "Ulthera lifting", "ko": "울쎄라", "n": 1541 },
    { "name": "Laser toning", "ko": "레이저토닝", "n": 1330 },
    { "name": "Skin boosters", "ko": "스킨부스터", "n": 1102 },
    { "name": "Revision rhinoplasty", "ko": "코재수술", "n": 742 },
    { "name": "Fat grafting", "ko": "지방이식", "n": 655 },
    { "name": "Botox", "ko": "보톡스", "n": 2210 },
    { "name": "Thread lift", "ko": "실리프팅", "n": 803 }
  ],
  "price_index": [
    { "procedure": "Rhinoplasty", "seoul_usd": 3400, "west_usd": 9800, "west_label": "US median" },
    { "procedure": "Double eyelid", "seoul_usd": 1500, "west_usd": 4600, "west_label": "US median" },
    { "procedure": "Facial contouring", "seoul_usd": 7200, "west_usd": 19500, "west_label": "AU median" },
    { "procedure": "Ulthera lifting", "seoul_usd": 900, "west_usd": 3200, "west_label": "EU median" }
  ],
  "reviews": [
    {
      "clinic": "Girin Plastic Surgery",
      "procedure": "Revision rhinoplasty",
      "source": "cafe.naver.com",
      "months_post_op": 8,
      "verified": ["Procedure receipt", "Surgeon ID"],
      "ko": "재수술이라 걱정 많았는데 코끝 라인이 자연스럽게 잡혔어요. 붓기는 3개월쯤 거의 빠졌습니다.",
      "en": "I was anxious because it was a revision, but the nasal tip line settled naturally. Swelling was mostly gone by month three.",
      "note": "Cross posted on 2 other forums, merged into 1 cluster."
    },
    {
      "clinic": "Oracle Dermatology",
      "procedure": "Ulthera lifting",
      "source": "blog.naver.com",
      "months_post_op": 4,
      "verified": ["Procedure receipt"],
      "ko": "울쎄라 300샷 받았고 턱선이 확실히 정리됐어요. 시술 중 통증은 있었지만 참을 만했습니다.",
      "en": "I had 300 shots of Ulthera and my jawline is noticeably tighter. There was pain during the session, but it was bearable.",
      "note": "Sponsorship disclosure detected and flagged, weight reduced 0.4x."
    },
    {
      "clinic": "Banobagi Plastic Surgery",
      "procedure": "Facial contouring",
      "source": "gangnamunni",
      "months_post_op": 12,
      "verified": ["Procedure receipt", "Surgeon ID", "Before and after"],
      "ko": "1년 지났는데 광대랑 턱 라인 만족해요. 상담 때 설명해준 대로 결과가 나왔습니다.",
      "en": "One year on, I am happy with the cheekbone and jaw line. The result matched what they explained during the consultation.",
      "note": "Surgeon name normalised to licence number KR-PS-11482."
    }
  ]
}