What are the best ways to prevent falls in an older adult living alone who refuses to use a walker or cane?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best ways to prevent falls in an older adult living alone who refuses to use a walker or cane?
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). 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
CDC STEADI older adult fall prevention home safety medication review balance exercise official Google ↗
National Institute on Aging prevent falls older adults living alone home safety exercise official Google ↗
- Preventing Falls and Hip Fractures | Older Adult Fall Prevention · cdc.gov
- Falls and falls prevention · nia.nih.gov
- Preventing Falls at Home: Room by Room · nia.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CDC STEADI older adult fall prevention home safety medication review balance exercise official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
National Institute on Aging prevent falls older adults living alone home safety exercise official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |