Real ChatGPT answer · index seedEKyj0PzxKHQcompleteBeauty and personal care · nail careinformational
What is the medical mechanism behind painful cracked cuticles during winter and what occlusive ointments work best to repair the skin barrier overnight
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the medical mechanism behind painful cracked cuticles during winter and what occlusive ointments work best to repair the skin barrier overnight
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
winter dry skin barrier repair petrolatum ointment ceramides hand dermatitis dermatology recommendations Google ↗
American Academy Dermatology dry skin cracked hands petroleum jelly overnight cotton gloves Google ↗
- Clinical Perspective: Moisturizers vs. Barrier Repair in the Management of Atopic Dermatitis · pmc.ncbi.nlm.nih.gov
- Hand hygiene during COVID-19: Recommendations from the American Contact Dermatitis Society · pmc.ncbi.nlm.nih.gov
- How to heal cracked skin at thumb tip · mayoclinic.org
- Dermatologists' top tips for relieving dry skin · aad.org
- A Dermatologist's Guide to Healthy Winter Skin · cuimc.columbia.edu
- Do this now to prevent dry, cracked hands · health.osu.edu
- Dry, scaly, and painful hands could be hand eczema · aad.org
- Expert Recommendations for the Diagnosis and Management of Chronic Hand Eczema in the United States · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
winter dry skin barrier repair petrolatum ointment ceramides hand dermatitis dermatology recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Dermatology dry skin cracked hands petroleum jelly overnight cotton gloves OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |