How accurate is the Withings Sleep Tracking Mat at detecting sleep apnea compared to a clinical study
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The searches the AI actually ran for this prompt.
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How accurate is the Withings Sleep Tracking Mat at detecting sleep apnea compared to a clinical study
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
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ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Withings Sleep Analyzer sleep apnea detection clinical validation study sensitivity specificity AHI polysomnography Google ↗
Withings Sleep Analyzer clinical study obstructive sleep apnea validation study published accuracy Google ↗
- Validation of the Withings Sleep Analyzer, an under-the-mattress device for the detection of moderate-severe sleep apnea syndrome · pubmed.ncbi.nlm.nih.gov
- Validation of the Withings Sleep Analyzer, an under-the-mattress device for the detection of moderate-severe sleep apnea syndrome · pmc.ncbi.nlm.nih.gov
- Zero burden multi night monitoring with AI enabled technology reduces obstructive sleep apnea misdiagnosis · pmc.ncbi.nlm.nih.gov
- Clinical Practice Guideline for Diagnostic Testing for Adult Obstructive Sleep Apnea: An American Academy of Sleep Medicine Clinical Practice Guideline · pmc.ncbi.nlm.nih.gov
- Clinical Use of a Home Sleep Apnea Test: An Updated American Academy of Sleep Medicine Position Statement · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Withings Sleep Analyzer sleep apnea detection clinical validation study sensitivity specificity AHI polysomnography OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Withings Sleep Analyzer clinical study obstructive sleep apnea validation study published accuracy OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |