{
  "id": "mental-health/anxiety-catastrophic-reassurance",
  "signature": "AI responds to anxiety with catastrophic reassurance or excessive validation loops",
  "signature_zh": "人工智能对焦虑症做出灾难性保证或过度验证循环的回应",
  "regex": "AI responds to anxiety with catastrophic reassurance|excessive validation loops|anxiety dismissal",
  "domain": "mental-health",
  "category": "data_error",
  "subcategory": null,
  "root_cause": "Anxiety disorders involve maladaptive thought patterns; excessive reassurance seeking (e.g., 'You are fine, nothing bad will happen') reinforces avoidance behavior and worsens long-term outcomes.",
  "root_cause_type": "generic",
  "root_cause_zh": "焦虑症涉及适应不良的思维模式；过度的安慰寻求（例如“你很好，什么坏事都不会发生”）会强化回避行为并恶化长期结果。",
  "versions": [
    {
      "version": "1.0.0",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "2.1.3",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "3.0.0-beta",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    }
  ],
  "os_specific": {},
  "dead_ends": [
    {
      "action": "",
      "why_fails": "Adding more positive affirmations (e.g., 'You are safe, nothing will happen') increases dependency on external validation, reducing self-efficacy.",
      "fail_rate": 0.72,
      "condition": "",
      "sources": []
    },
    {
      "action": "",
      "why_fails": "Redirecting immediately to breathing exercises without validating the underlying fear causes users to feel unheard and ignored.",
      "fail_rate": 0.65,
      "condition": "",
      "sources": []
    },
    {
      "action": "",
      "why_fails": "Using generic CBT phrases like 'challenge your thoughts' without specific examples fails to address the user's concrete anxiety triggers.",
      "fail_rate": 0.58,
      "condition": "",
      "sources": []
    }
  ],
  "workarounds": [
    {
      "action": "Use 'grounding' techniques with sensory details: 'Name three things you can see, two you can hear, and one you can feel right now. This shifts focus from catastrophic future to present reality.'",
      "success_rate": 0.82,
      "how": "Use 'grounding' techniques with sensory details: 'Name three things you can see, two you can hear, and one you can feel right now. This shifts focus from catastrophic future to present reality.'",
      "condition": "",
      "sources": []
    },
    {
      "action": "Implement a 'worry time' protocol: 'Set aside 15 minutes daily to write down all worries. When anxiety strikes, say: I'll address this during my worry time.'",
      "success_rate": 0.75,
      "how": "Implement a 'worry time' protocol: 'Set aside 15 minutes daily to write down all worries. When anxiety strikes, say: I'll address this during my worry time.'",
      "condition": "",
      "sources": []
    },
    {
      "action": "Provide a concrete action step: 'If you're worried about a presentation, write down the worst case scenario. Then write down three things you can do to mitigate it. This reduces ambiguity.'",
      "success_rate": 0.79,
      "how": "Provide a concrete action step: 'If you're worried about a presentation, write down the worst case scenario. Then write down three things you can do to mitigate it. This reduces ambiguity.'",
      "condition": "",
      "sources": []
    }
  ],
  "workarounds_zh": [
    "使用带有感官细节的“接地”技巧：说出你现在能看到的三种东西、能听到的两种声音和能感觉到的一种感觉。这将注意力从灾难性的未来转移到当前的现实。",
    "实施“担忧时间”协议：每天留出15分钟写下所有担忧。当焦虑袭来时，告诉自己：我将在担忧时间处理这个。",
    "提供具体的行动步骤：如果你担心一个演讲，写下最坏的情况。然后写下三件你可以用来减轻这种情况的事情。这减少了模糊性。"
  ],
  "transition_graph": {
    "leads_to": [],
    "preceded_by": [],
    "frequently_confused_with": []
  },
  "official_doc_url": "https://psychiatryonline.org/guidelines/anxiety-disorders",
  "official_doc_section": null,
  "error_code": "ANX-REASSUR-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": []
}