How does the Sleepio program compare to taking over-the-counter sleep aids for someone in their late sixties?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the Sleepio program compare to taking over-the-counter sleep aids for someone in their late sixties?
4 real searches · 1 real-search pass
Sleepio digital CBT-I randomized trial older adults insomnia effectiveness evidenceGoogle ↗
OBSERVEDReason
American Academy Sleep Medicine guideline CBT-I chronic insomnia adults diphenhydramine melatonin recommendationsGoogle ↗
OBSERVEDReason
2023 AGS Beers Criteria diphenhydramine doxylamine older adults falls confusion anticholinergicGoogle ↗
OBSERVEDConsequence
NIA sleep problems older adults over the counter sleep aids antihistaminesGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Sleepio digital CBT-I randomized trial older adults insomnia effectiveness evidence Google ↗
American Academy Sleep Medicine guideline CBT-I chronic insomnia adults diphenhydramine melatonin recommendations Google ↗
2023 AGS Beers Criteria diphenhydramine doxylamine older adults falls confusion anticholinergic Google ↗
NIA sleep problems older adults over the counter sleep aids antihistamines Google ↗
- Efficacy of digital cognitive behavioral therapy for treating insomnia in adults aged 65 and older: a secondary analysis using individual participant data from three randomized controlled trials · pubmed.ncbi.nlm.nih.gov
- JMIR Mental Health - The Effectiveness of Digital Cognitive Behavioral Therapy to Treat Insomnia Disorder in US Adults: Nationwide Decentralized Randomized Controlled Trial · mental.jmir.org
- The Effectiveness of Digital Cognitive Behavioral Therapy to Treat Insomnia Disorder in US Adults: Nationwide Decentralized Randomized Controlled Trial · pmc.ncbi.nlm.nih.gov
- American Geriatrics Society 2023 updated AGS Beers Criteria® for potentially inappropriate medication use in older adults · pmc.ncbi.nlm.nih.gov
- American Geriatrics Society 2023 updated AGS Beers Criteria® for potentially inappropriate medication use in older adults · health.hawaii.gov
- Behavioral and psychological treatments for chronic insomnia disorder in adults: an American Academy of Sleep Medicine clinical practice guideline | Journal of Clinical Sleep Medicine · doi.org
- Behavioral and psychological treatments for chronic insomnia disorder in adults: an American Academy of Sleep Medicine clinical practice guideline · pmc.ncbi.nlm.nih.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Sleepio digital CBT-I randomized trial older adults insomnia effectiveness evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Sleep Medicine guideline CBT-I chronic insomnia adults diphenhydramine melatonin recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2023 AGS Beers Criteria diphenhydramine doxylamine older adults falls confusion anticholinergic OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NIA sleep problems older adults over the counter sleep aids antihistamines OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |