What are the best non-pharmacological chronic pain management techniques for seniors with severe arthritis who cannot take NSAIDs
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best non-pharmacological chronic pain management techniques for seniors with severe arthritis who cannot take NSAIDs
3 real searches · 1 real-search pass
evidence based nonpharmacologic management osteoarthritis older adults exercise tai chi weight loss self management heat cold ACR guidelineGoogle ↗
OBSERVEDReason
NICE osteoarthritis guideline therapeutic exercise weight management manual therapy acupuncture TENS 2022 recommendationsGoogle ↗
OBSERVEDInstruction
CDC chronic pain nonopioid therapies older adults arthritis cognitive behavioral therapy physical activityGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
evidence based nonpharmacologic management osteoarthritis older adults exercise tai chi weight loss self management heat cold ACR guideline Google ↗
NICE osteoarthritis guideline therapeutic exercise weight management manual therapy acupuncture TENS 2022 recommendations Google ↗
CDC chronic pain nonopioid therapies older adults arthritis cognitive behavioral therapy physical activity Google ↗
- Recommendations | Osteoarthritis in over 16s: diagnosis and management | Guidance · nice.org.uk
- 2019 American College of Rheumatology/Arthritis Foundation Guideline for the Management of Osteoarthritis of the Hand, Hip, and Knee · pmc.ncbi.nlm.nih.gov
- EULAR recommendations for the non-pharmacological core management of hip and knee osteoarthritis: 2023 update · ard.bmj.com
- Nonopioid Therapies for Pain Management | Overdose Prevention · cdc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence based nonpharmacologic management osteoarthritis older adults exercise tai chi weight loss self management heat cold ACR guideline OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NICE osteoarthritis guideline therapeutic exercise weight management manual therapy acupuncture TENS 2022 recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
CDC chronic pain nonopioid therapies older adults arthritis cognitive behavioral therapy physical activity OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |