{
  "id": "mental-health/ai-enables-gambling-withdrawal-avoidance",
  "signature": "AI suggests avoiding financial triggers for gambling disorder without addressing underlying urges or providing harm reduction strategies",
  "signature_zh": "AI建议避免赌博的财务触发因素，但不解决潜在冲动或提供减害策略",
  "regex": "(?:avoid.*financial.*trigger|don't.*go.*to.*casino|block.*gambling.*site|ignore.*urge|just.*stop.*gambling)",
  "domain": "mental-health",
  "category": "data_error",
  "subcategory": null,
  "root_cause": "Gambling disorder involves compulsive behavior and financial consequences; simply avoiding triggers (e.g., bank accounts) can lead to secretive borrowing or relapse, as the core urge remains unaddressed.",
  "root_cause_type": "generic",
  "root_cause_zh": "赌博障碍涉及强迫行为和财务后果；简单地避免触发因素（如银行账户）可能导致秘密借贷或复发，因为核心冲动仍未得到解决。",
  "versions": [],
  "os_specific": {},
  "dead_ends": [
    {
      "action": "",
      "why_fails": "Increases desperation and secrecy, often leading to illegal borrowing or theft",
      "fail_rate": 0.65,
      "condition": "",
      "sources": []
    },
    {
      "action": "",
      "why_fails": "Ignores the compulsive nature of the disorder; cognitive reframing alone is ineffective without behavioral support",
      "fail_rate": 0.72,
      "condition": "",
      "sources": []
    },
    {
      "action": "",
      "why_fails": "Long-term support is valuable but does not solve urgent debts or housing instability",
      "fail_rate": 0.58,
      "condition": "",
      "sources": []
    }
  ],
  "workarounds": [
    {
      "action": "Implement a harm reduction framework: suggest setting a fixed loss limit (e.g., 'decide beforehand you will lose no more than $20 today'), using cash only, and scheduling a check-in with a counselor after each session",
      "success_rate": 0.75,
      "how": "Implement a harm reduction framework: suggest setting a fixed loss limit (e.g., 'decide beforehand you will lose no more than $20 today'), using cash only, and scheduling a check-in with a counselor after each session",
      "condition": "",
      "sources": []
    },
    {
      "action": "Provide a referral to financial counseling alongside gambling-specific therapy: 'Consider contacting the National Problem Gambling Helpline (1-800-522-4700) for free financial advice and therapy options'",
      "success_rate": 0.82,
      "how": "Provide a referral to financial counseling alongside gambling-specific therapy: 'Consider contacting the National Problem Gambling Helpline (1-800-522-4700) for free financial advice and therapy options'",
      "condition": "",
      "sources": []
    },
    {
      "action": "Use a decision tree in the AI response: if user mentions debt, first ask about immediate safety (suicide risk), then offer a list of sliding-scale clinics and budgeting tools like 'You Need a Budget'",
      "success_rate": 0.7,
      "how": "Use a decision tree in the AI response: if user mentions debt, first ask about immediate safety (suicide risk), then offer a list of sliding-scale clinics and budgeting tools like 'You Need a Budget'",
      "condition": "",
      "sources": []
    }
  ],
  "workarounds_zh": [
    "Implement a harm reduction framework: suggest setting a fixed loss limit (e.g., 'decide beforehand you will lose no more than $20 today'), using cash only, and scheduling a check-in with a counselor after each session",
    "Provide a referral to financial counseling alongside gambling-specific therapy: 'Consider contacting the National Problem Gambling Helpline (1-800-522-4700) for free financial advice and therapy options'",
    "Use a decision tree in the AI response: if user mentions debt, first ask about immediate safety (suicide risk), then offer a list of sliding-scale clinics and budgeting tools like 'You Need a Budget'"
  ],
  "transition_graph": {
    "leads_to": [],
    "preceded_by": [],
    "frequently_confused_with": []
  },
  "official_doc_url": "https://www.ncpgambling.org/help-treatment/",
  "official_doc_section": null,
  "error_code": "GAMB-AVOID-001",
  "verification_tier": "ai_generated",
  "confidence": 0.85,
  "fix_success_rate": 0.78,
  "resolvable": "partial",
  "first_seen": "2024-03-12",
  "last_confirmed": "2024-06-01",
  "last_updated": "2024-06-01",
  "evidence_count": 1,
  "tags": [],
  "locale": "en",
  "aliases": []
}