What do recent health studies say about teen vaping rates and the long term lung damage caused by popular brands?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do recent health studies say about teen vaping rates and the long term lung damage caused by popular brands?
3 real searches · 1 real-search pass
2025 2026 teen e-cigarette vaping rates United States NYTS CDC FDA latest dataGoogle ↗
OBSERVEDReason
longitudinal studies adolescent e-cigarette vaping lung function long term respiratory damage 2024 2025 reviewGoogle ↗
OBSERVEDReason
JUUL Elf Bar Geek Bar aerosol toxicants adolescent lung health brand-specific researchGoogle ↗
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). 1 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
2025 2026 teen e-cigarette vaping rates United States NYTS CDC FDA latest data Google ↗
longitudinal studies adolescent e-cigarette vaping lung function long term respiratory damage 2024 2025 review Google ↗
JUUL Elf Bar Geek Bar aerosol toxicants adolescent lung health brand-specific research Google ↗
- Results from the Annual National Youth Tobacco Survey (NYTS) · fda.gov
- Evidence update on the respiratory health effects of vaping e-cigarettes: A systematic review and meta-analysis · pmc.ncbi.nlm.nih.gov
- E‑Liquid and Aerosol Characterization of Popular Disposable E‑Cigarettes · pmc.ncbi.nlm.nih.gov
- Elevated Toxic Element Emissions from Popular Disposable E‑Cigarettes: Sources, Life Cycle, and Health Risks · pmc.ncbi.nlm.nih.gov
- Major pulmonary clinical manifestations of e-cigarette use by adolescents: a scoping review · pubmed.ncbi.nlm.nih.gov
- Major pulmonary clinical manifestations of e-cigarette use by adolescents: a scoping review · sciencedirect.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 teen e-cigarette vaping rates United States NYTS CDC FDA latest data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
longitudinal studies adolescent e-cigarette vaping lung function long term respiratory damage 2024 2025 review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
JUUL Elf Bar Geek Bar aerosol toxicants adolescent lung health brand-specific research OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |