{
  "id": "mental-health/ai-recommends-sleep-hygiene-for-delayed-phase-without-assessment",
  "signature": "AI recommends standard sleep hygiene for delayed sleep phase disorder without assessing circadian rhythm or light exposure",
  "signature_zh": "人工智能在未评估昼夜节律或光照暴露的情况下，对睡眠相位延迟障碍推荐标准睡眠卫生",
  "regex": "(?i)(sleep hygiene|go to bed earlier|wake up earlier|consistent bedtime|sleep schedule|just go to bed)",
  "domain": "mental-health",
  "category": "data_error",
  "subcategory": null,
  "root_cause": "Delayed sleep phase disorder (DSPD) is a circadian rhythm disorder, not a sleep hygiene issue; standard advice like 'go to bed earlier' can worsen the condition by creating sleep effort and anxiety.",
  "root_cause_type": "generic",
  "root_cause_zh": "睡眠相位延迟障碍（DSPD）是一种昼夜节律障碍，而非睡眠卫生问题；像'早点睡觉'这样的标准建议可能通过制造睡眠努力和焦虑而加重病情。",
  "versions": [
    {
      "version": "llama-3.1-70b-instruct",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "gpt-4o-2024-05-13",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    },
    {
      "version": "claude-3-sonnet-20240229",
      "introduced": null,
      "deprecated": null,
      "removed": null,
      "behavior_change": null,
      "status": "active"
    }
  ],
  "os_specific": {},
  "dead_ends": [
    {
      "action": "Advising the user to 'just go to bed earlier' regardless of their natural sleep time",
      "why_fails": "DSPD involves a shifted circadian clock; trying to sleep before the body's natural sleep onset leads to lying awake, creating conditioned insomnia and sleep anxiety",
      "fail_rate": 0.85,
      "condition": "",
      "sources": []
    },
    {
      "action": "Recommending melatonin at bedtime",
      "why_fails": "Melatonin is most effective when taken 2-3 hours before the desired sleep time, not at bedtime. Taking it at the wrong time can actually phase-delay the clock further",
      "fail_rate": 0.7,
      "condition": "",
      "sources": []
    },
    {
      "action": "Suggesting caffeine avoidance in the evening only",
      "why_fails": "While helpful, this does not address the core circadian misalignment; users with DSPD may need light therapy in the morning and light avoidance in the evening",
      "fail_rate": 0.6,
      "condition": "",
      "sources": []
    }
  ],
  "workarounds": [
    {
      "action": "Use chronotherapy: gradually advance bedtime by 15-30 minutes every 2-3 days. Track with a sleep log. Code example: from datetime import timedelta; new_bedtime = current_bedtime - timedelta(minutes=15); print(f'New bedtime: {new_bedtime}')",
      "success_rate": 0.8,
      "how": "Use chronotherapy: gradually advance bedtime by 15-30 minutes every 2-3 days. Track with a sleep log. Code example: from datetime import timedelta; new_bedtime = current_bedtime - timedelta(minutes=15); print(f'New bedtime: {new_bedtime}')",
      "condition": "",
      "sources": []
    },
    {
      "action": "Recommend bright light therapy (10,000 lux) within 30 minutes of waking for 20-30 minutes. Use a light box like Carex Day-Light Classic. Avoid bright light (especially blue light) 2 hours before desired bedtime.",
      "success_rate": 0.85,
      "how": "Recommend bright light therapy (10,000 lux) within 30 minutes of waking for 20-30 minutes. Use a light box like Carex Day-Light Classic. Avoid bright light (especially blue light) 2 hours before desired bedtime.",
      "condition": "",
      "sources": []
    },
    {
      "action": "Screen for comorbid conditions: depression, ADHD, and bipolar disorder are commonly comorbid with DSPD. If mood symptoms are present, refer to a sleep specialist before starting any intervention.",
      "success_rate": 0.9,
      "how": "Screen for comorbid conditions: depression, ADHD, and bipolar disorder are commonly comorbid with DSPD. If mood symptoms are present, refer to a sleep specialist before starting any intervention.",
      "condition": "",
      "sources": []
    }
  ],
  "workarounds_zh": [
    "使用时间疗法：每2-3天将就寝时间提前15-30分钟。用睡眠日志追踪。代码示例：from datetime import timedelta; new_bedtime = current_bedtime - timedelta(minutes=15); print(f'新就寝时间：{new_bedtime}')",
    "推荐在醒来30分钟内使用亮光疗法（10,000勒克斯）20-30分钟。使用如Carex Day-Light Classic的光疗箱。在目标就寝时间前2小时避免强光（尤其是蓝光）。",
    "筛查共病：抑郁症、ADHD和双相障碍常与DSPD共病。如果存在情绪症状，在开始任何干预前转介给睡眠专家。"
  ],
  "transition_graph": {
    "leads_to": [],
    "preceded_by": [],
    "frequently_confused_with": []
  },
  "official_doc_url": "https://www.sleepfoundation.org/circadian-rhythm-sleep-disorders/delayed-sleep-wake-phase-disorder",
  "official_doc_section": null,
  "error_code": "SLEEP-DSPD-001",
  "verification_tier": "ai_generated",
  "confidence": 0.89,
  "fix_success_rate": 0.83,
  "resolvable": "partial",
  "first_seen": "2024-07-12",
  "last_confirmed": "2024-06-01",
  "last_updated": "2024-06-01",
  "evidence_count": 1,
  "tags": [],
  "locale": "en",
  "aliases": []
}