Are smokers or people with certain medical conditions at a much higher risk of dental implant failure before making a major financial commitment?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are smokers or people with certain medical conditions at a much higher risk of dental implant failure before making a major financial commitment?
1 real search · 1 real-search pass
dental implant failure risk factors smoking diabetes periodontitis osteoporosis antiresorptive medication head neck radiation guideline systematic reviewGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
dental implant failure risk factors smoking diabetes periodontitis osteoporosis antiresorptive medication head neck radiation guideline systematic review Google ↗
- Smoking in relation to early dental implant failure: A systematic review and meta-analysis · sciencedirect.com
- Smoking, radiotherapy, diabetes and osteoporosis as risk factors for dental implant failure: a meta-analysis · pubmed.ncbi.nlm.nih.gov
- Smoking, Radiotherapy, Diabetes and Osteoporosis as Risk Factors for Dental Implant Failure: A Meta-Analysis · pmc.ncbi.nlm.nih.gov
- Risk Factors · adi.org.uk
- AO/AAP consensus on prevention and management of peri‐implant diseases and conditions: Summary report - Wang - 2025 - Journal of Periodontology · aap.onlinelibrary.wiley.com
- Prevalence, incidence, systemic, behavioral, and patient‐related risk factors and indicators for peri‐implant diseases: An AO/AAP systematic review and meta‐analysis · pmc.ncbi.nlm.nih.gov
Queries
1 queries · click a column to sort