INSOMNIA-SLEEP-RESTRICT-001 mental-health data_error ai_generated true

AI recommends sleep restriction therapy for insomnia without screening for bipolar disorder or seizure disorders

ID: mental-health/sleep-restriction-for-insomnia

Also available as: JSON · Markdown · 中文
80%Fix Rate
85%Confidence
1Evidence
2024-03-12First Seen

Root Cause

Sleep restriction therapy, a standard CBT-I technique, can trigger manic episodes in undiagnosed bipolar disorder or increase seizure risk in epilepsy; AI fails to assess contraindications before recommending.

generic

中文

睡眠限制疗法是标准CBT-I技术，但可能诱发未诊断双相障碍的躁狂发作或增加癫痫风险；AI未评估禁忌症即推荐。

Official Documentation

https://www.sleepfoundation.org/insomnia/sleep-restriction-therapy

Workarounds

  1. 90% success Always include a pre-screening question: 'Before trying sleep restriction therapy, have you ever been diagnosed with bipolar disorder, seizure disorder, or experienced manic episodes?' If yes, redirect to a clinician. 
    Always include a pre-screening question: 'Before trying sleep restriction therapy, have you ever been diagnosed with bipolar disorder, seizure disorder, or experienced manic episodes?' If yes, redirect to a clinician.
  2. 75% success Provide a minimum sleep duration guideline (e.g., never restrict below 5.5 hours per night) and a maximum consecutive use warning (e.g., no more than 2 weeks without professional oversight). 
    Provide a minimum sleep duration guideline (e.g., never restrict below 5.5 hours per night) and a maximum consecutive use warning (e.g., no more than 2 weeks without professional oversight).
  3. 85% success Offer alternative first-line insomnia treatments such as stimulus control, sleep hygiene education, or relaxation techniques before sleep restriction. 
    Offer alternative first-line insomnia treatments such as stimulus control, sleep hygiene education, or relaxation techniques before sleep restriction.

中文步骤

  1. Always include a pre-screening question: 'Before trying sleep restriction therapy, have you ever been diagnosed with bipolar disorder, seizure disorder, or experienced manic episodes?' If yes, redirect to a clinician.
  2. Provide a minimum sleep duration guideline (e.g., never restrict below 5.5 hours per night) and a maximum consecutive use warning (e.g., no more than 2 weeks without professional oversight).
  3. Offer alternative first-line insomnia treatments such as stimulus control, sleep hygiene education, or relaxation techniques before sleep restriction.

Dead Ends

Common approaches that don't work:

  1. 65% fail

    Does not proactively screen for contraindications; user may not recognize they have bipolar disorder or epilepsy

  2. 70% fail

    Missing concrete parameters (e.g., minimum 5 hours in bed) leads to dangerous under-sleeping

  3. 55% fail

    Ignores comorbid conditions like restless legs syndrome or sleep apnea that require different treatment