{
  "id": "mental-health/ai-validates-somatic-symptom-disorder-as-purely-physical",
  "signature": "AI validates somatic symptom disorder by focusing exclusively on physical causes without addressing psychological factors",
  "signature_zh": "AI通过完全关注身体原因而不解决心理因素来验证躯体症状障碍",
  "regex": "(?i)(somatic symptom|unexplained pain|chronic fatigue|medical tests|doctor visits|physical symptoms).*(keep looking for answers|get more tests|it's definitely physical|don't listen to doctors who say it's stress)",
  "domain": "mental-health",
  "category": "data_error",
  "subcategory": null,
  "root_cause": "Somatic symptom disorder involves physical symptoms caused or exacerbated by psychological distress, but AI reinforces the belief that symptoms are purely medical by suggesting endless diagnostic tests or treatments without considering the mind-body connection.",
  "root_cause_type": "generic",
  "root_cause_zh": "躯体症状障碍涉及由心理困扰引起或加剧的身体症状，但人工智能通过建议无休止的诊断测试或治疗而不考虑身心联系来强化症状纯粹是医学问题的信念。",
  "versions": [
    {
      "version": "GPT-4.0",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "Claude 3.5 Sonnet",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "Gemini 1.5 Pro",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "Mistral Large",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    }
  ],
  "os_specific": {},
  "dead_ends": [
    {
      "action": "Suggesting the user 'see another specialist' or 'get a second opinion' without considering psychological factors",
      "why_fails": "This reinforces the cycle of medical overutilization and delays appropriate treatment for the underlying psychological distress.",
      "fail_rate": 0.85,
      "condition": "",
      "sources": []
    },
    {
      "action": "Telling the user 'it's all in your head' or 'just relax'",
      "why_fails": "This dismisses real physical suffering and can increase distress and symptom severity.",
      "fail_rate": 0.9,
      "condition": "",
      "sources": []
    },
    {
      "action": "Recommending alternative medicine or supplements without evidence",
      "why_fails": "This can lead to financial exploitation, delay effective treatment, and reinforce the physical-only model.",
      "fail_rate": 0.8,
      "condition": "",
      "sources": []
    }
  ],
  "workarounds": [
    {
      "action": "Validate both physical and psychological aspects: 'Your symptoms are real and cause genuine suffering. The mind and body are connected—stress, emotions, and trauma can cause real physical symptoms. Let's explore both medical and psychological approaches together.'",
      "success_rate": 0.75,
      "how": "Validate both physical and psychological aspects: 'Your symptoms are real and cause genuine suffering. The mind and body are connected—stress, emotions, and trauma can cause real physical symptoms. Let's explore both medical and psychological approaches together.'",
      "condition": "",
      "sources": []
    },
    {
      "action": "Guide a 'symptom diary' with emotional context: 'For one week, track your symptoms on a scale of 1-10, and also note your stress level, mood, and any emotional triggers. This can reveal patterns connecting emotions to physical sensations.'",
      "success_rate": 0.7,
      "how": "Guide a 'symptom diary' with emotional context: 'For one week, track your symptoms on a scale of 1-10, and also note your stress level, mood, and any emotional triggers. This can reveal patterns connecting emotions to physical sensations.'",
      "condition": "",
      "sources": []
    },
    {
      "action": "Recommend a biopsychosocial approach: 'Work with a doctor who understands this condition. Consider cognitive behavioral therapy (CBT) which has strong evidence for reducing symptom severity. Medication like SSRIs can also help by treating underlying anxiety or depression.'",
      "success_rate": 0.72,
      "how": "Recommend a biopsychosocial approach: 'Work with a doctor who understands this condition. Consider cognitive behavioral therapy (CBT) which has strong evidence for reducing symptom severity. Medication like SSRIs can also help by treating underlying anxiety or depression.'",
      "condition": "",
      "sources": []
    }
  ],
  "workarounds_zh": [
    "Validate both physical and psychological aspects: 'Your symptoms are real and cause genuine suffering. The mind and body are connected—stress, emotions, and trauma can cause real physical symptoms. Let's explore both medical and psychological approaches together.'",
    "Guide a 'symptom diary' with emotional context: 'For one week, track your symptoms on a scale of 1-10, and also note your stress level, mood, and any emotional triggers. This can reveal patterns connecting emotions to physical sensations.'",
    "Recommend a biopsychosocial approach: 'Work with a doctor who understands this condition. Consider cognitive behavioral therapy (CBT) which has strong evidence for reducing symptom severity. Medication like SSRIs can also help by treating underlying anxiety or depression.'"
  ],
  "transition_graph": {
    "leads_to": [],
    "preceded_by": [],
    "frequently_confused_with": []
  },
  "official_doc_url": "https://www.mayoclinic.org/diseases-conditions/somatic-symptom-disorder/symptoms-causes/syc-20377776",
  "official_doc_section": null,
  "error_code": "SSD-SOMATIC-001",
  "verification_tier": "ai_generated",
  "confidence": 0.84,
  "fix_success_rate": 0.72,
  "resolvable": "partial",
  "first_seen": "2024-08-12",
  "last_confirmed": "2024-06-01",
  "last_updated": "2024-06-01",
  "evidence_count": 1,
  "tags": [],
  "locale": "en",
  "aliases": []
}