Is vaping flavored e cigarettes like Puff Bar significantly more dangerous than smoking regular cigarettes for young lungs according to recent studies
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is vaping flavored e cigarettes like Puff Bar significantly more dangerous than smoking regular cigarettes for young lungs according to recent studies
2 real searches · 1 real-search pass
2025 2026 studies youth e-cigarette vaping respiratory lung health compared with cigarette smoking adolescents systematic review flavored disposable vapeGoogle ↗
OBSERVEDReason
CDC youth e-cigarettes health effects developing lungs cigarette smoke comparison nicotine aerosol flavored e-cigarettesGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2025 2026 studies youth e-cigarette vaping respiratory lung health compared with cigarette smoking adolescents systematic review flavored disposable vape Google ↗
CDC youth e-cigarettes health effects developing lungs cigarette smoke comparison nicotine aerosol flavored e-cigarettes Google ↗
- Evidence update on the respiratory health effects of vaping e-cigarettes: A systematic review and meta-analysis · pmc.ncbi.nlm.nih.gov
- Evidence update on the respiratory health effects of vaping e-cigarettes: A systematic review and meta-analysis · pubmed.ncbi.nlm.nih.gov
- Impacts of vaping on children and young people: a systematic review · adc.bmj.com
- Impacts of vaping on children and young people: a systematic review · adc.bmj.com
- Health Effects of Vaping | Smoking and Tobacco Use · cdc.gov
- E-Cigarettes, Vapes, and other Electronic Nicotine Delivery Systems (ENDS) · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 studies youth e-cigarette vaping respiratory lung health compared with cigarette smoking adolescents systematic review flavored disposable vape OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CDC youth e-cigarettes health effects developing lungs cigarette smoke comparison nicotine aerosol flavored e-cigarettes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |