How do periodontists determine whether a patient is a good candidate for the Pinhole Surgical Technique versus traditional gingival graft surgery for receding gums
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do periodontists determine whether a patient is a good candidate for the Pinhole Surgical Technique versus traditional gingival graft surgery for receding gums
2 real searches · 1 real-search pass
Pinhole Surgical Technique periodontal candidacy evidence comparison connective tissue graft systematic review recession defects Cairo classificationGoogle ↗
OBSERVEDInstruction
American Academy of Periodontology gum grafting recession treatment connective tissue graft patient informationGoogle ↗
OBSERVEDReason
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). 2 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
Pinhole Surgical Technique periodontal candidacy evidence comparison connective tissue graft systematic review recession defects Cairo classification Google ↗
American Academy of Periodontology gum grafting recession treatment connective tissue graft patient information Google ↗
- Treatment of Gingival Recession Using the Pinhole Surgical Technique With Collagen Membrane Vs Coronally Advanced Flap Technique With Connective Tissue Graft: A Split-Mouth Randomized Clinical Trial. · pubmed.ncbi.nlm.nih.gov
- Periodontal soft tissue root coverage procedures: a consensus report from the AAP Regeneration Workshop · pubmed.ncbi.nlm.nih.gov
- Periodontal soft tissue root coverage procedures: a systematic review from the AAP Regeneration Workshop · pubmed.ncbi.nlm.nih.gov
- Surgical Procedures · perio.org
- What is a Periodontist? · perio.org
- Comprehensive Periodontal Therapy: A Statement by the American Academy of Periodontology - 2011 - Journal of Periodontology · aap.onlinelibrary.wiley.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pinhole Surgical Technique periodontal candidacy evidence comparison connective tissue graft systematic review recession defects Cairo classification OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy of Periodontology gum grafting recession treatment connective tissue graft patient information OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |