How does skin microbiome disruption contribute to chronic inflammatory conditions like perioral dermatitis flareups?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does skin microbiome disruption contribute to chronic inflammatory conditions like perioral dermatitis flareups?
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). 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
perioral dermatitis microbiome dysbiosis skin barrier review pathogenesis evidence Google ↗
periorificial dermatitis clinical review triggers topical corticosteroids skin barrier microbiome Google ↗
- Periorificial dermatitis (Perioral Dermatitis): Authoritative guidance · dermnetnz.org
- The Role of Skin Microbiota in Facial Dermatoses and Related Factors: A Narrative Review · pmc.ncbi.nlm.nih.gov
- Perioral Dermatitis - StatPearls · ncbi.nlm.nih.gov
- Perioral dermatitis: Diagnosis, proposed etiologies, and management · pubmed.ncbi.nlm.nih.gov
- Periorificial dermatitis: Pathophysiology, diagnosis, and management · pubmed.ncbi.nlm.nih.gov
- Periorificial dermatitis: Pathophysiology, diagnosis, and management · sciencedirect.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
perioral dermatitis microbiome dysbiosis skin barrier review pathogenesis evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
periorificial dermatitis clinical review triggers topical corticosteroids skin barrier microbiome OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |