what are the most common signs of an allergic reaction to gel polish and what alternatives should i look for as a student
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what are the most common signs of an allergic reaction to gel polish and what alternatives should i look for as a student
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
gel nail polish acrylate allergy symptoms HEMA contact dermatitis alternatives regular nail polish dermatology Google ↗
HEMA acrylate allergy gel nails patch testing avoid products dermatologist official guidance Google ↗
- Nail cosmetics allergy · dermnetnz.org
- Allergy to acrylates · dermnetnz.org
- Trends in nail services may cause dermatitis: not your mother's nail polish · pubmed.ncbi.nlm.nih.gov
- Allergens in Cosmetics · fda.gov
- Contact Sensitization to Allergens in Nail Cosmetics - Margaret Chou, Nikhil Dhingra, Tamara Lazic Strugar, 2017 · journals.sagepub.com
- Gel manicures: Tips for healthy nails · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
gel nail polish acrylate allergy symptoms HEMA contact dermatitis alternatives regular nail polish dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
HEMA acrylate allergy gel nails patch testing avoid products dermatologist official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |