My husband hates his CPAP machine and wants to know what alternatives exist for treating mild sleep apnea at our age.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband hates his CPAP machine and wants to know what alternatives exist for treating mild sleep apnea at our age.
1 real search · 1 real-search pass
AASM guideline oral appliance therapy obstructive sleep apnea CPAP intolerance mild OSA positional therapy weight loss older adultsGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
AASM guideline oral appliance therapy obstructive sleep apnea CPAP intolerance mild OSA positional therapy weight loss older adults Google ↗
- Clinical Practice Guideline for the Treatment of Obstructive Sleep Apnea and Snoring with Oral Appliance Therapy: An Update for 2015 · aasm.org
- Clinical Practice Guideline for the Treatment of Obstructive Sleep Apnea and Snoring with Oral Appliance Therapy: An Update for 2015: An American Academy of Sleep Medicine and American Academy of Dental Sleep Medicine Clinical Practice Guideline · pmc.ncbi.nlm.nih.gov
- Sleep Apnea (Obstructive) · ada.org
- Clinical Guideline for the Evaluation, Management and Long-term Care of Obstructive Sleep Apnea in Adults · aasm.org