My dentist mentioned scaling and root planing versus laser gum therapy for periodontal disease treatment which is more effective?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My dentist mentioned scaling and root planing versus laser gum therapy for periodontal disease treatment which is more effective?
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).
Searches and sources
ChatGPT2 real searches · gpt-6
American Academy of Periodontology scaling root planing laser periodontal therapy evidence guideline comparison Google ↗
systematic review laser adjunct scaling root planing periodontitis clinical outcomes 2024 Google ↗
- Non-Surgical Treatments · perio.org
- American Academy of Periodontology best evidence consensus statement on the efficacy of laser therapy used alone or as an adjunct to non‐surgical and surgical treatment of periodontitis and peri‐implant diseases - Mills - 2018 - Journal of Periodontology · aap.onlinelibrary.wiley.com
- Meta-analysis of laser-assisted periodontal therapy (2015–2025) · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Periodontology scaling root planing laser periodontal therapy evidence guideline comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
systematic review laser adjunct scaling root planing periodontitis clinical outcomes 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |