Are smart alarm clocks with body movement tracking actually more effective at waking you up during light sleep than standard alarms?
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The searches the AI actually ran for this prompt.
SEED QUERY
Are smart alarm clocks with body movement tracking actually more effective at waking you up during light sleep than standard alarms?
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.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
smart alarm sleep cycle tracking movement awaken light sleep evidence randomized trial sleep inertia actigraphy accuracy Google ↗
consumer wearables actigraphy sleep stage classification accuracy compared polysomnography review 2024 Google ↗
- Evaluating Accuracy in Five Commercial Sleep-Tracking Devices Compared to Research-Grade Actigraphy and Polysomnography · pubmed.ncbi.nlm.nih.gov
- Evaluating reliability in wearable devices for sleep staging · nature.com
- The Efficacy of a Multimodal Bedroom-Based ‘Smart’ Alarm System on Mitigating the Effects of Sleep Inertia · pmc.ncbi.nlm.nih.gov
- The Efficacy of a Multimodal Bedroom-Based 'Smart' Alarm System on Mitigating the Effects of Sleep Inertia. · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
smart alarm sleep cycle tracking movement awaken light sleep evidence randomized trial sleep inertia actigraphy accuracy OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
consumer wearables actigraphy sleep stage classification accuracy compared polysomnography review 2024 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |