Looking for evidence-based strategies for managing chronic pain in elderly parents without relying solely on heavy prescription opioids.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for evidence-based strategies for managing chronic pain in elderly parents without relying solely on heavy prescription opioids.
3 real searches · 1 real-search pass
evidence based chronic pain management older adults nonopioid treatments guidelines exercise CBT topical NSAIDs ACP CDC older adultsGoogle ↗
OBSERVEDReason
American Geriatrics Society chronic pain older adults nonpharmacologic pharmacologic guideline topical NSAIDs acetaminophen opioidsGoogle ↗
OBSERVEDDefinition
NICE chronic pain older people exercise psychological therapy acupuncture guideline osteoarthritisGoogle ↗
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 chronic pain management older adults nonopioid treatments guidelines exercise CBT topical NSAIDs ACP CDC older adults Google ↗
American Geriatrics Society chronic pain older adults nonpharmacologic pharmacologic guideline topical NSAIDs acetaminophen opioids Google ↗
NICE chronic pain older people exercise psychological therapy acupuncture guideline osteoarthritis Google ↗
- CDC Clinical Practice Guideline for Prescribing Opioids for Pain — United States, 2022 · cdc.gov
- Evidence-based clinical practice guidelines on the management of pain in older people – a summary report · pmc.ncbi.nlm.nih.gov
- Recommendations | Chronic pain (primary and secondary) in over 16s: assessment of all chronic pain and management of chronic primary pain | Guidance · nice.org.uk
- Nonopioid Therapies for Pain Management | Overdose Prevention · cdc.gov
- NICE – Chronic pain management · nice.org.uk
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence based chronic pain management older adults nonopioid treatments guidelines exercise CBT topical NSAIDs ACP CDC older adults OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Geriatrics Society chronic pain older adults nonpharmacologic pharmacologic guideline topical NSAIDs acetaminophen opioids OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
NICE chronic pain older people exercise psychological therapy acupuncture guideline osteoarthritis OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |