{
  "id": "food-safety/ai-says-moldy-cheese-safe-if-cut-off",
  "signature": "AI tells a user that mold on hard cheese is safe to eat if you cut off at least 1 inch around the mold spot, ignoring that some molds (e.g., Penicillium roqueforti in blue cheese) are safe but others (e.g., Aspergillus flavus producing aflatoxin) can penetrate deeper in soft cheeses",
  "signature_zh": "AI告诉用户，硬质奶酪上的霉菌如果切掉霉菌斑点周围至少1英寸即可安全食用，忽略了某些霉菌（如蓝纹奶酪中的罗克福尔青霉）是安全的，但其他霉菌（如产生黄曲霉毒素的黄曲霉）在软质奶酪中可能渗透更深",
  "regex": "mold.*cheese.*cut.*off.*safe|cheese.*mold.*inch.*safe",
  "domain": "food-safety",
  "category": "health_risk",
  "subcategory": null,
  "root_cause": "Mold on hard cheese (e.g., cheddar, Parmesan) typically does not penetrate deeply, so cutting 1 inch around and below the mold is safe for hard cheeses, but for soft cheeses (e.g., brie, ricotta, cottage cheese) mold can spread throughout the product due to higher moisture content, making the entire cheese unsafe.",
  "root_cause_type": "generic",
  "root_cause_zh": "硬质奶酪（如切达、帕玛森）上的霉菌通常不会深入渗透，因此切掉霉菌周围和下方1英寸对硬质奶酪是安全的，但对于软质奶酪（如布里、里科塔、白软干酪），由于水分含量较高，霉菌可能扩散到整个产品，使整块奶酪都不安全。",
  "versions": [],
  "os_specific": {},
  "dead_ends": [
    {
      "action": "",
      "why_fails": "User applies the same rule to soft cheeses, which are porous and allow mold to spread unseen.",
      "fail_rate": 0.75,
      "condition": "",
      "sources": []
    },
    {
      "action": "",
      "why_fails": "User thinks all molds are safe if removed, ignoring that some molds produce mycotoxins that can diffuse into the cheese.",
      "fail_rate": 0.6,
      "condition": "",
      "sources": []
    },
    {
      "action": "",
      "why_fails": "User believes that if the cheese smells fine, the mold is harmless, but mycotoxins are odorless.",
      "fail_rate": 0.55,
      "condition": "",
      "sources": []
    }
  ],
  "workarounds": [
    {
      "action": "For hard cheeses (e.g., cheddar, Swiss, Parmesan), cut off at least 1 inch around and below the mold spot. Do not let the knife touch the mold. Re-cover the cheese with fresh wrap.",
      "success_rate": 0.9,
      "how": "For hard cheeses (e.g., cheddar, Swiss, Parmesan), cut off at least 1 inch around and below the mold spot. Do not let the knife touch the mold. Re-cover the cheese with fresh wrap.",
      "condition": "",
      "sources": []
    },
    {
      "action": "For soft cheeses (e.g., brie, camembert, ricotta, cottage cheese, cream cheese), discard the entire cheese if any mold is visible. Do not attempt to cut it off.",
      "success_rate": 0.95,
      "how": "For soft cheeses (e.g., brie, camembert, ricotta, cottage cheese, cream cheese), discard the entire cheese if any mold is visible. Do not attempt to cut it off.",
      "condition": "",
      "sources": []
    }
  ],
  "workarounds_zh": [
    "对于硬质奶酪（如切达、瑞士、帕玛森），切掉霉菌斑点周围和下方至少1英寸。不要用刀接触霉菌。用新鲜包装重新包裹。",
    "对于软质奶酪（如布里、卡门贝尔、里科塔、白软干酪、奶油奶酪），如果发现任何霉菌，丢弃整块奶酪。不要尝试切掉。"
  ],
  "transition_graph": {
    "leads_to": [],
    "preceded_by": [],
    "frequently_confused_with": []
  },
  "official_doc_url": "https://www.fsis.usda.gov/food-safety/safe-food-handling-and-preparation/food-safety-basics/molds-food-are-they-dangerous",
  "official_doc_section": null,
  "error_code": null,
  "verification_tier": "ai_generated",
  "confidence": 0.87,
  "fix_success_rate": 0.88,
  "resolvable": "true",
  "first_seen": "2024-04-02",
  "last_confirmed": "2024-06-01",
  "last_updated": "2024-06-01",
  "evidence_count": 1,
  "tags": [],
  "locale": "en",
  "aliases": []
}