What is the most accurate breath test protocol for diagnosing lactose intolerance so I can stop guessing my daily symptom triggers?
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the most accurate breath test protocol for diagnosing lactose intolerance so I can stop guessing my daily symptom triggers?
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
North American Consensus hydrogen methane breath testing lactose 25 g 20 ppm 3 hours preparation recommendations Google ↗
European guideline hydrogen methane breath tests lactose intolerance 25 g 2022 protocol symptom assessment Google ↗
- Hydrogen and Methane-Based Breath Testing in Gastrointestinal Disorders: The North American Consensus · pmc.ncbi.nlm.nih.gov
- European guideline on indications, performance, and clinical impact of hydrogen and methane breath tests in adult and pediatric patients: European Association for Gastroenterology, Endoscopy and Nutrition, European Society of Neurogastroenterology and Motility, and European Society for Paediatric Gastroenterology Hepatology and Nutrition consensus · pmc.ncbi.nlm.nih.gov
- European guideline on indications, performance, and clinical impact of hydrogen and methane breath tests in adult and pediatric patients: European Association for Gastroenterology, Endoscopy and Nutrition, European Society of Neurogastroenterology and Motility, and European Society for Paediatric Gastroenterology Hepatology and Nutrition consensus - Hammer - 2022 - United European Gastroenterology Journal · onlinelibrary.wiley.com
- A national consensus guideline on the performance and interpretation of hydrogen- and methane-based breath tests for carbohydrate malabsorption, small intestinal bacterial overgrowth, and intestinal methanogen overgrowth · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
North American Consensus hydrogen methane breath testing lactose 25 g 20 ppm 3 hours preparation recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
European guideline hydrogen methane breath tests lactose intolerance 25 g 2022 protocol symptom assessment OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |