I wake up three times a night with mild OSA. What are the clinically proven alternatives to CPAP therapy, such as myofunctional therapy or FDA-cleared mandibular advancement devices, and where do I start?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I wake up three times a night with mild OSA. What are the clinically proven alternatives to CPAP therapy, such as myofunctional therapy or FDA-cleared mandibular advancement devices, and where do I start?
4 real searches · 1 real-search pass
AASM AADSM clinical practice guideline oral appliance therapy obstructive sleep apnea custom titratable appliance follow-up sleep testingGoogle ↗
OBSERVEDInstruction
myofunctional therapy obstructive sleep apnea systematic review randomized trial evidence AHI adultsGoogle ↗
OBSERVEDReason
FDA cleared mandibular advancement device obstructive sleep apnea 510k oral appliance FDA clearanceGoogle ↗
OBSERVEDShort fact
AASM positional therapy obstructive sleep apnea guideline mild OSA sleep medicine evaluation awakeningsGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
AASM AADSM clinical practice guideline oral appliance therapy obstructive sleep apnea custom titratable appliance follow-up sleep testing Google ↗
myofunctional therapy obstructive sleep apnea systematic review randomized trial evidence AHI adults Google ↗
FDA cleared mandibular advancement device obstructive sleep apnea 510k oral appliance FDA clearance Google ↗
AASM positional therapy obstructive sleep apnea guideline mild OSA sleep medicine evaluation awakenings Google ↗
- 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
- 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
- Orofacial Myofunctional Therapy for Obstructive Sleep Apnea: A Systematic Review and Meta-Analysis · pubmed.ncbi.nlm.nih.gov
- Efficacy of myofunctional therapy for obstructive sleep apnea: A systematic review and network meta-analysis · pubmed.ncbi.nlm.nih.gov
- Myofunctional therapy (oropharyngeal - mouth and throat - exercises) for people with obstructive sleep apnoea · cochrane.org
- Use of polysomnography and home sleep apnea tests for the longitudinal management of obstructive sleep apnea in adults: an American Academy of Sleep Medicine clinical guidance statement · pmc.ncbi.nlm.nih.gov
- European Respiratory Society guideline on non-CPAP therapies for obstructive sleep apnoea · pmc.ncbi.nlm.nih.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AASM AADSM clinical practice guideline oral appliance therapy obstructive sleep apnea custom titratable appliance follow-up sleep testing OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
myofunctional therapy obstructive sleep apnea systematic review randomized trial evidence AHI adults OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FDA cleared mandibular advancement device obstructive sleep apnea 510k oral appliance FDA clearance OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
AASM positional therapy obstructive sleep apnea guideline mild OSA sleep medicine evaluation awakenings OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |