Do adult fluoride treatments actually remineralize weak spots on teeth or is it just a scam to get more money out of patients?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do adult fluoride treatments actually remineralize weak spots on teeth or is it just a scam to get more money out of patients?
2 real searches · 1 real-search pass
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
adult professional topical fluoride treatment remineralization early caries evidence ADA clinical recommendations adults Google ↗
Cochrane fluoride varnish adults root caries prevention remineralization enamel evidence Google ↗
- Evidence-Based Clinical Practice Guideline on Nonrestorative Treatments for Carious Lesions: · ada.org
- Fluoride: Topical and Systemic Supplements · ada.org
- Topical Fluoride Clinical Practice Guideline · ada.org
- Clinical evidence for professionally applied fluoride therapy to prevent and arrest dental caries in older adults: A systematic review · pubmed.ncbi.nlm.nih.gov
- Supplemental fluoride use for moderate and high caries risk adults: a systematic review · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
adult professional topical fluoride treatment remineralization early caries evidence ADA clinical recommendations adults OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Cochrane fluoride varnish adults root caries prevention remineralization enamel evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |