What are the metabolic and cardiovascular long-term risks associated with chronic short sleep duration combined with frequent circadian rhythm disruption in shift-working healthcare professionals?
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The searches the AI actually ran for this prompt.
SEED QUERY
What are the metabolic and cardiovascular long-term risks associated with chronic short sleep duration combined with frequent circadian rhythm disruption in shift-working healthcare professionals?
3 real searches · 1 real-search pass
systematic review meta-analysis shift work short sleep duration cardiometabolic risk type 2 diabetes cardiovascular disease circadian misalignment healthcare workersGoogle ↗
OBSERVED
American Heart Association scientific statement sleep duration circadian disruption cardiovascular health shift work hypertension coronary diseaseGoogle ↗
OBSERVED
NIOSH shift work long hours health effects metabolic syndrome cardiovascular healthcare workers sleepGoogle ↗
OBSERVED
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
systematic review meta-analysis shift work short sleep duration cardiometabolic risk type 2 diabetes cardiovascular disease circadian misalignment healthcare workers Google ↗
American Heart Association scientific statement sleep duration circadian disruption cardiovascular health shift work hypertension coronary disease Google ↗
NIOSH shift work long hours health effects metabolic syndrome cardiovascular healthcare workers sleep Google ↗
- Role of Circadian Health in Cardiometabolic Health and Disease Risk: A Scientific Statement From the American Heart Association · ahajournals.org
- Role of Circadian Health in Cardiometabolic Health and Disease Risk: A Scientific Statement From the American Heart Association · pubmed.ncbi.nlm.nih.gov
- Multidimensional Sleep Health: Definitions and Implications for Cardiometabolic Health: A Scientific Statement From the American Heart Association. · pubmed.ncbi.nlm.nih.gov
- Module 2. How Shift Work and Long Work Hours Increase Health and Safety Risks | NIOSH · cdc.gov
- Shift work and the risk for metabolic syndrome among healthcare workers: A systematic review and meta-analysis · pubmed.ncbi.nlm.nih.gov
- Shiftwork, Long Work Hours, Fatigue · cdc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
systematic review meta-analysis shift work short sleep duration cardiometabolic risk type 2 diabetes cardiovascular disease circadian misalignment healthcare workers OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
American Heart Association scientific statement sleep duration circadian disruption cardiovascular health shift work hypertension coronary disease OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NIOSH shift work long hours health effects metabolic syndrome cardiovascular healthcare workers sleep OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |