What do pulmonary specialists think about treating mild sleep apnea without CPAP using positional therapy devices currently sold online?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do pulmonary specialists think about treating mild sleep apnea without CPAP using positional therapy devices currently sold online?
3 real searches · 1 real-search pass
pulmonary sleep medicine guidelines positional therapy mild obstructive sleep apnea vibratory devices evidence AASM ERS 2024 2025Google ↗
OBSERVED
Cochrane positional therapy obstructive sleep apnea CPAP AHI quality of life adherenceGoogle ↗
OBSERVED
European Respiratory Society guideline non-CPAP therapies positional therapy position-dependent obstructive sleep apneaGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
pulmonary sleep medicine guidelines positional therapy mild obstructive sleep apnea vibratory devices evidence AASM ERS 2024 2025 Google ↗
Cochrane positional therapy obstructive sleep apnea CPAP AHI quality of life adherence Google ↗
European Respiratory Society guideline non-CPAP therapies positional therapy position-dependent obstructive sleep apnea Google ↗
- European Respiratory Society guideline on non-CPAP therapies for obstructive sleep apnoea · publications.ersnet.org
- European Respiratory Society guideline on non-CPAP therapies for obstructive sleep apnoea · pmc.ncbi.nlm.nih.gov
- Prospective crossover trial of positional and CPAP therapy for the treatment of mild-to-moderate positional obstructive sleep apnea · pubmed.ncbi.nlm.nih.gov
- European Respiratory Society guideline on non-CPAP therapies for obstructive sleep apnoea - ERS · ersnet.org
- Non-CPAP therapy for obstructive sleep apnoea · publications.ersnet.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
pulmonary sleep medicine guidelines positional therapy mild obstructive sleep apnea vibratory devices evidence AASM ERS 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Cochrane positional therapy obstructive sleep apnea CPAP AHI quality of life adherence OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
European Respiratory Society guideline non-CPAP therapies positional therapy position-dependent obstructive sleep apnea OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |