Are prescription retinoids like tretinoin still recommended by dermatologists for treating occasional adult acne in seniors or do they cause too much irritation nowadays
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are prescription retinoids like tretinoin still recommended by dermatologists for treating occasional adult acne in seniors or do they cause too much irritation nowadays
2 real searches · 1 real-search pass
2024 2025 2026 dermatology guidelines topical retinoids adult acne older adults tretinoin irritation sensitive mature skin American Academy DermatologyGoogle ↗
OBSERVEDReason
tretinoin prescribing information irritation dry skin start lower frequency moisturizer acne topical retinoidGoogle ↗
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). 1 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
2024 2025 2026 dermatology guidelines topical retinoids adult acne older adults tretinoin irritation sensitive mature skin American Academy Dermatology Google ↗
tretinoin prescribing information irritation dry skin start lower frequency moisturizer acne topical retinoid Google ↗
- Acne: Diagnosis and treatment · aad.org
- Moisturizer: Why you may need it if you have acne · aad.org
- Acne clinical guideline · aad.org
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org
- Acne Management: Guidelines From the American Academy of Dermatology · aafp.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 2025 2026 dermatology guidelines topical retinoids adult acne older adults tretinoin irritation sensitive mature skin American Academy Dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
tretinoin prescribing information irritation dry skin start lower frequency moisturizer acne topical retinoid OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |