What are the clinical differences in pulmonary damage between JUUL pods and disposable puff bars based on recent adolescent pulmonology studies?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the clinical differences in pulmonary damage between JUUL pods and disposable puff bars based on recent adolescent pulmonology studies?
3 real searches · 1 real-search pass
adolescent e-cigarette JUUL disposable vape pulmonary respiratory symptoms study 2024 2025 comparisonGoogle ↗
OBSERVEDComparison
adolescent pulmonology disposable e-cigarettes versus JUUL lung injury clinical studyGoogle ↗
OBSERVEDComparison
youth disposable e-cigarette respiratory symptoms asthma study 2023 2024Google ↗
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
adolescent e-cigarette JUUL disposable vape pulmonary respiratory symptoms study 2024 2025 comparison Google ↗
adolescent pulmonology disposable e-cigarettes versus JUUL lung injury clinical study Google ↗
youth disposable e-cigarette respiratory symptoms asthma study 2023 2024 Google ↗
- E-Cigarette Use and Adverse Respiratory Symptoms Among Adolescents and Young Adults in the United States · pmc.ncbi.nlm.nih.gov
- E-cigarette use and adverse respiratory symptoms among adolescents and Young adults in the United States · pubmed.ncbi.nlm.nih.gov
- Prospective study of e-cigarette use and respiratory symptoms in adolescents and young adults · pubmed.ncbi.nlm.nih.gov
- A PROSPECTIVE STUDY OF E-CIGARETTE USE AND RESPIRATORY SYMPTOMS IN ADOLESCENTS AND YOUNG ADULTS · pmc.ncbi.nlm.nih.gov
- Associations between vaping and self-reported respiratory symptoms in young people in Canada, England and the US | BMC Medicine · link.springer.com
- Major pulmonary clinical manifestations of e-cigarette use by adolescents: a scoping review · resmedjournal.com
- Clinical Presentation and Diagnostic Evaluation of Vaping Related Lung Injury in Youth · pubmed.ncbi.nlm.nih.gov
- Clinical Presentation and Diagnostic Evaluation of Vaping Related Lung Injury in Youth - Muise - 2025 - Respirology · onlinelibrary.wiley.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
adolescent e-cigarette JUUL disposable vape pulmonary respiratory symptoms study 2024 2025 comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
adolescent pulmonology disposable e-cigarettes versus JUUL lung injury clinical study OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
youth disposable e-cigarette respiratory symptoms asthma study 2023 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |