Real ChatGPT answer · index seedGyVb3VYqNYocompleteHealth and wellness · supplements and vitaminsinformational
Are there any newly published studies showing a definitive link between high-dose biotin supplementation and skewed thyroid panel results in patients trying to prevent hair loss?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any newly published studies showing a definitive link between high-dose biotin supplementation and skewed thyroid panel results in patients trying to prevent hair loss?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2025 2026 study high dose biotin supplementation thyroid function tests assay interference hair loss patients thyroid panel Google ↗
biotin interference thyroid function tests high dose supplementation prospective study 2024 2025 hair loss alopecia Google ↗
- Biotin Interference in Thyroid Function Tests (03.10.2025) · di.aerzteblatt.de
- The Implications of Biotin Supplementation on Multiple Sclerosis, Hair Loss Conditions, and Thyroid Disorders · sciencedirect.com
- An Experimental Study on the Effect of Biotin on Measurement of Thyroid Function Test in Healthy Adults | The Journal of Prapokklao Hospital Clinical Medical Education Center · he02.tci-thaijo.org
- Significant Interference of Biotin in Thyroid Function Tests Using Beckman Analyzer: How to Identify such Interferences? · pubmed.ncbi.nlm.nih.gov
- Biotin · ods.od.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 study high dose biotin supplementation thyroid function tests assay interference hair loss patients thyroid panel OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
biotin interference thyroid function tests high dose supplementation prospective study 2024 2025 hair loss alopecia OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |