How does the cardiovascular impact of youth vaping compare to cigarette smoking based on recent longitudinal studies from the CDC?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the cardiovascular impact of youth vaping compare to cigarette smoking based on recent longitudinal studies from the CDC?
3 real searches · 1 real-search pass
CDC youth vaping cigarette smoking cardiovascular longitudinal study 2025 2026Google ↗
OBSERVEDReason
CDC longitudinal study youth e-cigarette vaping cardiovascular effects compared cigarette smoking adolescents cardiovascular outcomes PATH studyGoogle ↗
OBSERVEDConsequence
longitudinal cardiovascular effects e-cigarette versus cigarette smoking youth adolescents CDC study heart blood pressureGoogle ↗
OBSERVEDConsequence
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). 2 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
CDC youth vaping cigarette smoking cardiovascular longitudinal study 2025 2026 Google ↗
CDC longitudinal study youth e-cigarette vaping cardiovascular effects compared cigarette smoking adolescents cardiovascular outcomes PATH study Google ↗
longitudinal cardiovascular effects e-cigarette versus cigarette smoking youth adolescents CDC study heart blood pressure Google ↗
- E-cigarettes and cardiopulmonary health: A review for clinicians · stacks.cdc.gov
- Cardiopulmonary Impact of Electronic Cigarettes and Vaping Products: A Scientific Statement From the American Heart Association · ahajournals.org
- E-Cigarette Use and Risk of Cardiovascular Disease: A Longitudinal Analysis of the PATH Study (2013–2019) · ahajournals.org
- E-Cigarette Use Among Youth | Smoking and Tobacco Use · cdc.gov
- E-Cigarette Use and Early Cardiovascular Risk in Young Adults: The VapeScan Study · jacc.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CDC youth vaping cigarette smoking cardiovascular longitudinal study 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CDC longitudinal study youth e-cigarette vaping cardiovascular effects compared cigarette smoking adolescents cardiovascular outcomes PATH study OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
longitudinal cardiovascular effects e-cigarette versus cigarette smoking youth adolescents CDC study heart blood pressure OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |