Real ChatGPT answer · index seedbtkPzigfBFIcompleteBeauty and personal care · cosmeticsinformational
What are the primary nutritional deficiencies that lead to chronically brittle fingernails, and which specific laboratory tests should I ask my doctor to run to get to the root cause?
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The searches the AI actually ran for this prompt.
SEED QUERY
What are the primary nutritional deficiencies that lead to chronically brittle fingernails, and which specific laboratory tests should I ask my doctor to run to get to the root cause?
3 real searches · 1 real-search pass
brittle nails nutritional deficiencies iron ferritin zinc thyroid evaluation clinical evidence dermatologyGoogle ↗
OBSERVEDReason
American Academy Dermatology brittle nails causes iron deficiency thyroid tests biotinGoogle ↗
OBSERVEDConsequence
NIH biotin supplements laboratory test interference thyroid troponin FDAGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
brittle nails nutritional deficiencies iron ferritin zinc thyroid evaluation clinical evidence dermatology Google ↗
American Academy Dermatology brittle nails causes iron deficiency thyroid tests biotin Google ↗
NIH biotin supplements laboratory test interference thyroid troponin FDA Google ↗
- Biotin · ods.od.nih.gov
- Biotin Interference with Troponin Lab Tests - Assays Subject to Biotin Interference · fda.gov
- Pathogenesis, Clinical Signs and Treatment Recommendations in Brittle Nails: A Review · pmc.ncbi.nlm.nih.gov
- Optimal diagnosis and management of common nail disorders · pmc.ncbi.nlm.nih.gov
- Nail abnormalities: MedlinePlus Medical Encyclopedia · medlineplus.gov
- <visual_element id="e1"> · cdn.ymaws.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
brittle nails nutritional deficiencies iron ferritin zinc thyroid evaluation clinical evidence dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology brittle nails causes iron deficiency thyroid tests biotin OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NIH biotin supplements laboratory test interference thyroid troponin FDA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |