What is the consensus among sleep specialists regarding the diagnostic validity of the Nightowl home sleep test for complex sleep disorders?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the consensus among sleep specialists regarding the diagnostic validity of the Nightowl home sleep test for complex sleep disorders?
3 real searches · 1 real-search pass
NightOwl home sleep apnea test diagnostic validity complex sleep disorders sleep specialists AASM polysomnographyGoogle ↗
OBSERVEDInstruction
NightOwl sleep test validation study EEG limitations central sleep apnea parasomnias periodic limb movementGoogle ↗
OBSERVEDReason
AASM clinical practice guideline home sleep apnea testing polysomnography complex sleep disordersGoogle ↗
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
NightOwl home sleep apnea test diagnostic validity complex sleep disorders sleep specialists AASM polysomnography Google ↗
NightOwl sleep test validation study EEG limitations central sleep apnea parasomnias periodic limb movement Google ↗
AASM clinical practice guideline home sleep apnea testing polysomnography complex sleep disorders 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 · pubmed.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 · 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
- Clinical Use of a Home Sleep Apnea Test: An Updated American Academy of Sleep Medicine Position Statement · pmc.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 diagnostic validity complex sleep disorders sleep specialists AASM polysomnography OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NightOwl sleep test validation study EEG limitations central sleep apnea parasomnias periodic limb movement OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
AASM clinical practice guideline home sleep apnea testing polysomnography complex sleep disorders OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |