My doctor suggested the Nightowl home sleep test kit for my snoring, but how does it compare to the WatchPAT or traditional lab tests in terms of reliability?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My doctor suggested the Nightowl home sleep test kit for my snoring, but how does it compare to the WatchPAT or traditional lab tests in terms of reliability?
3 real searches · 1 real-search pass
NightOwl home sleep apnea test validation study polysomnography sensitivity specificity sleep apneaGoogle ↗
OBSERVEDReason
WatchPAT validation polysomnography meta-analysis accuracy false positives false negativesGoogle ↗
OBSERVEDYes / no
AASM clinical practice guideline home sleep apnea testing negative inconclusive polysomnographyGoogle ↗
OBSERVEDYes / no
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
NightOwl home sleep apnea test validation study polysomnography sensitivity specificity sleep apnea Google ↗
WatchPAT validation polysomnography meta-analysis accuracy false positives false negatives Google ↗
AASM clinical practice guideline home sleep apnea testing negative inconclusive polysomnography Google ↗
- Validation of a single-use and reusable home sleep apnea test based on peripheral arterial tonometry compared to laboratory polysomnography for the diagnosis of obstructive sleep apnea · pmc.ncbi.nlm.nih.gov
- Validation of a single-use and reusable home sleep apnea test based on peripheral arterial tonometry compared to laboratory polysomnography for the diagnosis of obstructive sleep apnea · pmc.ncbi.nlm.nih.gov
- Scientific summary - Home-testing devices for diagnosing obstructive sleep apnoea hypopnoea syndrome – a systematic review and economic evaluation · 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 Practice Guideline for Diagnostic Testing for Adult Obstructive Sleep Apnea: An American Academy of Sleep Medicine Clinical Practice Guideline. · pubmed.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NightOwl home sleep apnea test validation study polysomnography sensitivity specificity sleep apnea OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
WatchPAT validation polysomnography meta-analysis accuracy false positives false negatives OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
AASM clinical practice guideline home sleep apnea testing negative inconclusive polysomnography OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |