What is the most effective protocol for safely extracting stubborn milia under the eyes at home versus scheduling professional electrodessication with an esthetician?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most effective protocol for safely extracting stubborn milia under the eyes at home versus scheduling professional electrodessication with an esthetician?
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
milia treatment removal dermatologist extraction electrodessication under eyes risks American Academy Dermatology Google ↗
milia home removal avoid squeezing needle eyelid dermatologist source Google ↗
- What Are Milia? · aao.org
- Milia (Milk Spots): Causes & Treatment · my.clevelandclinic.org
- What Are Milia—and How Do You Get Rid of Them? -Dermatology Blog · hscweb3.hsc.usf.edu
- Milium, milia · dermnetnz.org
- Milia · utahderm.med.utah.edu
- Forceps for Milia Extraction · mdedge.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
milia treatment removal dermatologist extraction electrodessication under eyes risks American Academy Dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
milia home removal avoid squeezing needle eyelid dermatologist source OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |