I am looking for peer-reviewed studies on the most effective vape cessation programs for teens available this year.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am looking for peer-reviewed studies on the most effective vape cessation programs for teens available this year.
3 real searches · 1 real-search pass
peer reviewed randomized trial adolescent e-cigarette vaping cessation program teens text messaging This Is Quitting 2024 2025Google ↗
OBSERVEDConsequence
systematic review adolescent youth vaping cessation interventions randomized controlled trials 2025Google ↗
OBSERVEDReason
teen vaping cessation program clinical trial NOT nicotine replacement adolescents 2026 peer reviewedGoogle ↗
OBSERVEDComparison
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). 3 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
peer reviewed randomized trial adolescent e-cigarette vaping cessation program teens text messaging This Is Quitting 2024 2025 Google ↗
systematic review adolescent youth vaping cessation interventions randomized controlled trials 2025 Google ↗
teen vaping cessation program clinical trial NOT nicotine replacement adolescents 2026 peer reviewed Google ↗
- 10.1001/jama.2024.11057 · doi.org
- PubMed · pubmed.ncbi.nlm.nih.gov
- Free full text · pmc.ncbi.nlm.nih.gov
- PubMed study record · pubmed.ncbi.nlm.nih.gov
- PubMed study record · pubmed.ncbi.nlm.nih.gov
- 10.1001/jama.2025.3810 · doi.org
- JAMA full study · jamanetwork.com
- Varenicline for Youth Nicotine Vaping Cessation: A Randomized Clinical Trial. · pubmed.ncbi.nlm.nih.gov
- 10.1002/14651858.CD015511.pub3 · doi.org
- PubMed – Cochrane systematic review · pubmed.ncbi.nlm.nih.gov
- Free full text · pmc.ncbi.nlm.nih.gov
- PubMed · pubmed.ncbi.nlm.nih.gov
- Cochrane Library · cochranelibrary.com
- ClinicalTrials.gov · clinicaltrials.gov
- Truth Initiative: This Is Quitting · truthinitiative.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
peer reviewed randomized trial adolescent e-cigarette vaping cessation program teens text messaging This Is Quitting 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
systematic review adolescent youth vaping cessation interventions randomized controlled trials 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
teen vaping cessation program clinical trial NOT nicotine replacement adolescents 2026 peer reviewed OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |