Real ChatGPT answer · index seedFtBeFl6w3mEcompleteHealth and wellness · common conditions and symptomsinformational
How can I accurately test for mild food sensitivities if standard allergy panels keep coming back negative but I still feel awful after eating?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I accurately test for mild food sensitivities if standard allergy panels keep coming back negative but I still feel awful after eating?
3 real searches · 1 real-search pass
food intolerance diagnosis tests IgG food sensitivity panels not recommended AAAAI celiac testing lactose breath test official guidanceGoogle ↗
OBSERVEDReason
NIDDK celiac disease tests keep eating gluten before testing lactose intolerance hydrogen breath test diagnosisGoogle ↗
OBSERVEDReason
ACG guideline IBS low FODMAP diet celiac serology officialGoogle ↗
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). 3 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
food intolerance diagnosis tests IgG food sensitivity panels not recommended AAAAI celiac testing lactose breath test official guidance Google ↗
NIDDK celiac disease tests keep eating gluten before testing lactose intolerance hydrogen breath test diagnosis Google ↗
ACG guideline IBS low FODMAP diet celiac serology official Google ↗
- Diagnosis of Celiac Disease · niddk.nih.gov
- Celiac Disease Tests · niddk.nih.gov
- Diagnosis of Lactose Intolerance · niddk.nih.gov
- Food intolerance · nhs.uk
- Low-FODMAP Diet · gi.org
- The myth of IgG food panel testing · aaaai.org
- Diagnosing Food Allergies | Symptoms &Treatment · acaai.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
food intolerance diagnosis tests IgG food sensitivity panels not recommended AAAAI celiac testing lactose breath test official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NIDDK celiac disease tests keep eating gluten before testing lactose intolerance hydrogen breath test diagnosis OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ACG guideline IBS low FODMAP diet celiac serology official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |