Real ChatGPT answer · index seedYTbYwlPFkIMcompleteBeauty and personal care · nail careinformational
Are there any new studies on the safety of curing gel polish at home under portable mini UV lamps?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any new studies on the safety of curing gel polish at home under portable mini UV lamps?
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
2025 2026 research study UV nail lamps gel manicure skin cancer portable mini lamps curing efficacy Google ↗
2024 2025 2026 studies home gel nail polish curing UV LED mini lamps safety UVA exposure photopolymerization Google ↗
- Revisiting Cutaneous Carcinogenic Risk From Ultraviolet Nail Polish Dryer Lamp Exposure · pubmed.ncbi.nlm.nih.gov
- Revisiting Cutaneous Carcinogenic Risk From Ultraviolet Nail Polish Dryer Lamp Exposure - Duong - 2025 - Photodermatology, Photoimmunology & Photomedicine · onlinelibrary.wiley.com
- Assessing the Health Implications of UV/LED Nail Lamp Radiation Exposure During Manicure and Pedicure Procedures: A Scoping Review · pmc.ncbi.nlm.nih.gov
- New Test Methods for Extractables in No-Wipe Topcoat Gel Polish: Extraction and Quantitation of Uncured Monomers After UV Curing · mdpi.com
- Unveiling an Acrylate Allergy Epidemic: Analysis of Dermatologic Findings Associated With At-Home Gel Nails on TikTok. · pubmed.ncbi.nlm.nih.gov
- Adverse Effects of Do-It-Yourself Nail Cosmetics: A Literature Review · pmc.ncbi.nlm.nih.gov
- Quantifying the ultraviolet radiation emitted by nail curing devices: A descriptive study · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 research study UV nail lamps gel manicure skin cancer portable mini lamps curing efficacy OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2024 2025 2026 studies home gel nail polish curing UV LED mini lamps safety UVA exposure photopolymerization OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |