Compare the overall patient compliance rates and refinement frequency between Invisalign comprehensive treatment and SmileDirectClub clear aligners
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the overall patient compliance rates and refinement frequency between Invisalign comprehensive treatment and SmileDirectClub clear aligners
2 real searches · 1 real-search pass
Invisalign compliance adherence rates patient wear time study refinement frequency comprehensive treatment SmileDirectClub clear aligners study refinement rateGoogle ↗
OBSERVEDReason
SmileDirectClub refinement frequency refinement aligner treatment outcomes study compliance wear adherenceGoogle ↗
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 (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
Invisalign compliance adherence rates patient wear time study refinement frequency comprehensive treatment SmileDirectClub clear aligners study refinement rate Google ↗
SmileDirectClub refinement frequency refinement aligner treatment outcomes study compliance wear adherence Google ↗
- Factors Influencing Patient Compliance during Clear Aligner Therapy: A Retrospective Cohort Study. · pubmed.ncbi.nlm.nih.gov
- Factors Influencing Patient Compliance during Clear Aligner Therapy: A Retrospective Cohort Study · pmc.ncbi.nlm.nih.gov
- What percentage of patients switch from Invisalign to braces? A retrospective study evaluating the conversion rate, number of refinement scans, and length of treatment · pubmed.ncbi.nlm.nih.gov
- What percentage of patients switch from Invisalign to braces? A retrospective study evaluating the conversion rate, number of refinement scans, and length of treatment · sciencedirect.com
- Association between initial complexity, frequency of refinements, treatment duration, and outcome in Invisalign orthodontic treatment · pubmed.ncbi.nlm.nih.gov
- Association between initial complexity, frequency of refinements, treatment duration, and outcome in Invisalign orthodontic treatment · sciencedirect.com
- Effect of electronic reminders on patients’ compliance during clear aligner treatment: an interrupted time series study · nature.com
- Effect of electronic reminders on patients' compliance during clear aligner treatment: an interrupted time series study. · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Invisalign compliance adherence rates patient wear time study refinement frequency comprehensive treatment SmileDirectClub clear aligners study refinement rate OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SmileDirectClub refinement frequency refinement aligner treatment outcomes study compliance wear adherence OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |