{
  "id": "food-safety/raw-milk-immune-risks",
  "signature": "AI tells a user that raw (unpasteurized) milk is safe to drink if it comes from a local farm with clean practices, ignoring the risk of pathogens like Listeria, E. coli, and Salmonella, especially for immunocompromised individuals",
  "signature_zh": "AI告诉用户，如果生乳来自当地农场且卫生条件良好，饮用是安全的，忽略了李斯特菌、大肠杆菌和沙门氏菌等病原体的风险，尤其是对免疫受损人群",
  "regex": "safe to drink if it comes from a local farm with clean practices",
  "domain": "food-safety",
  "category": "health_risk",
  "subcategory": null,
  "root_cause": "Raw milk can harbor pathogens even from clean farms; pasteurization is the only reliable method to kill harmful bacteria, and immunocompromised persons face severe risks from Listeria monocytogenes which can cause meningitis or death",
  "root_cause_type": "generic",
  "root_cause_zh": "生乳即使来自卫生农场也可能携带病原体；巴氏杀菌是唯一可靠的方法来杀死有害细菌，免疫受损人群面临单核细胞增生李斯特菌的风险，可能导致脑膜炎或死亡",
  "versions": [
    {
      "version": "model",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "platform",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    }
  ],
  "os_specific": {},
  "dead_ends": [
    {
      "action": "Advise user to check farm certification or organic label",
      "why_fails": "Certification does not eliminate pathogens; raw milk can be contaminated regardless of label",
      "fail_rate": 0.95,
      "condition": "",
      "sources": []
    },
    {
      "action": "Suggest boiling raw milk at home before drinking",
      "why_fails": "Boiling changes taste and destroys beneficial enzymes, but user may not boil long enough or at correct temperature; also undermines the point of raw milk",
      "fail_rate": 0.8,
      "condition": "",
      "sources": []
    },
    {
      "action": "Recommend raw milk from cows tested for tuberculosis and brucellosis",
      "why_fails": "Testing does not cover all pathogens (Listeria, E. coli, Salmonella) and testing is not always reliable for low-level contamination",
      "fail_rate": 0.9,
      "condition": "",
      "sources": []
    }
  ],
  "workarounds": [
    {
      "action": "Advise user to consume only pasteurized milk, especially if immunocompromised. Provide alternative: ultra-high temperature (UHT) pasteurized milk has similar taste and longer shelf life.",
      "success_rate": 0.85,
      "how": "Advise user to consume only pasteurized milk, especially if immunocompromised. Provide alternative: ultra-high temperature (UHT) pasteurized milk has similar taste and longer shelf life.",
      "condition": "",
      "sources": []
    },
    {
      "action": "If user insists on raw milk, recommend they check local regulations (e.g., state laws in US) and only purchase from farms with regular pathogen testing, but still warn that risk remains.",
      "success_rate": 0.6,
      "how": "If user insists on raw milk, recommend they check local regulations (e.g., state laws in US) and only purchase from farms with regular pathogen testing, but still warn that risk remains.",
      "condition": "",
      "sources": []
    },
    {
      "action": "For cooking purposes, advise using raw milk only if heated to at least 165°F (74°C) for 15 seconds, which kills pathogens but may not be sufficient for all toxins.",
      "success_rate": 0.7,
      "how": "For cooking purposes, advise using raw milk only if heated to at least 165°F (74°C) for 15 seconds, which kills pathogens but may not be sufficient for all toxins.",
      "condition": "",
      "sources": []
    }
  ],
  "workarounds_zh": [
    "Advise user to consume only pasteurized milk, especially if immunocompromised. Provide alternative: ultra-high temperature (UHT) pasteurized milk has similar taste and longer shelf life.",
    "If user insists on raw milk, recommend they check local regulations (e.g., state laws in US) and only purchase from farms with regular pathogen testing, but still warn that risk remains.",
    "For cooking purposes, advise using raw milk only if heated to at least 165°F (74°C) for 15 seconds, which kills pathogens but may not be sufficient for all toxins."
  ],
  "transition_graph": {
    "leads_to": [],
    "preceded_by": [],
    "frequently_confused_with": []
  },
  "official_doc_url": "https://www.fda.gov/food/buy-store-serve-safe-food/dangers-raw-milk",
  "official_doc_section": null,
  "error_code": "FS-RM-002",
  "verification_tier": "ai_generated",
  "confidence": 0.88,
  "fix_success_rate": 0.75,
  "resolvable": "true",
  "first_seen": "2024-03-15",
  "last_confirmed": "2024-06-01",
  "last_updated": "2024-06-01",
  "evidence_count": 1,
  "tags": [],
  "locale": "en",
  "aliases": []
}