How does the automated coaching algorithm in Sleepio personalize sleep compression schedules for shift workers suffering from circadian rhythm disorders?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the automated coaching algorithm in Sleepio personalize sleep compression schedules for shift workers suffering from circadian rhythm disorders?
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
Sleepio automated coaching algorithm sleep compression shift workers circadian rhythm disorder personalization schedule Google ↗
Sleepio shift work sleep disorder sleep restriction compression schedule clinical trial algorithm Google ↗
- Suitability · info.sleepio.com
- FAQ · info.sleepio.com
- Shift work and sleep · info.sleepio.com
- Personalized Physician-Assisted Sleep Advice for Shift Workers: Algorithm Development and Validation Study · pmc.ncbi.nlm.nih.gov
- JMIR Formative Research - Personalized Physician-Assisted Sleep Advice for Shift Workers: Algorithm Development and Validation Study · formative.jmir.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Sleepio automated coaching algorithm sleep compression shift workers circadian rhythm disorder personalization schedule OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Sleepio shift work sleep disorder sleep restriction compression schedule clinical trial algorithm OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |