What surgical options exist today for treating obstructive sleep apnea if I simply cannot tolerate using a CPAP machine anymore?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What surgical options exist today for treating obstructive sleep apnea if I simply cannot tolerate using a CPAP machine anymore?
3 real searches · 1 real-search pass
current surgical treatments obstructive sleep apnea CPAP intolerant hypoglossal nerve stimulation maxillomandibular advancement guidelines 2025Google ↗
OBSERVEDInstruction
AASM guideline referral adults obstructive sleep apnea surgical consultation PAP intolerant 2021Google ↗
OBSERVEDInstruction
FDA Inspire upper airway stimulation obstructive sleep apnea eligibility AHI BMI central apnea 2025Google ↗
OBSERVEDInstruction
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
current surgical treatments obstructive sleep apnea CPAP intolerant hypoglossal nerve stimulation maxillomandibular advancement guidelines 2025 Google ↗
AASM guideline referral adults obstructive sleep apnea surgical consultation PAP intolerant 2021 Google ↗
FDA Inspire upper airway stimulation obstructive sleep apnea eligibility AHI BMI central apnea 2025 Google ↗
- Inspire Upper Airway Stimulation – P130008/S090 · fda.gov
- LCD - Surgical Treatment of Obstructive Sleep Apnea (OSA) (L34526) · cms.gov
- Premarket Approval (PMA) · accessdata.fda.gov
- 2.2. Warnings · accessdata.fda.gov
- aura6000™ system (P250013) — FDA 510(k) · fda.innolitics.com
- Referral of adults with obstructive sleep apnea for surgical consultation: an American Academy of Sleep Medicine clinical practice guideline · pmc.ncbi.nlm.nih.gov
- Referral of Adults with Obstructive Sleep Apnea for Surgical Consultation: An American Academy of Sleep Medicine Clinical Practice Guideline · aasm.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
current surgical treatments obstructive sleep apnea CPAP intolerant hypoglossal nerve stimulation maxillomandibular advancement guidelines 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
AASM guideline referral adults obstructive sleep apnea surgical consultation PAP intolerant 2021 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FDA Inspire upper airway stimulation obstructive sleep apnea eligibility AHI BMI central apnea 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |