How do I prove a chronic illness like fibromyalgia or long covid to an insurance adjuster who claims there is no objective lab test for my symptoms?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I prove a chronic illness like fibromyalgia or long covid to an insurance adjuster who claims there is no objective lab test for my symptoms?
4 real searches · 1 real-search pass
fibromyalgia diagnosis no specific laboratory test clinical criteria American College of Rheumatology patient informationGoogle ↗
OBSERVEDYes / no
CDC Long COVID diagnosis no laboratory test clinical evaluation symptomsGoogle ↗
OBSERVEDConsequence
Social Security ruling 16-3p evaluation symptoms objective evidence consistency medical evidenceGoogle ↗
OBSERVEDReason
NAIC disability insurance claim appeal medical records functional limitations insurance adjusterGoogle ↗
OBSERVEDConsequence
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
fibromyalgia diagnosis no specific laboratory test clinical criteria American College of Rheumatology patient information Google ↗
CDC Long COVID diagnosis no laboratory test clinical evaluation symptoms Google ↗
Social Security ruling 16-3p evaluation symptoms objective evidence consistency medical evidence Google ↗
NAIC disability insurance claim appeal medical records functional limitations insurance adjuster Google ↗
- Fibromyalgia: Diagnosis, Treatment, and Steps to Take · niams.nih.gov
- Fibromyalgia · health.nih.gov
- Long COVID Clinical Guidance | Long COVID · cdc.gov
- Long COVID Basics | Long COVID · cdc.gov
- SSR 16-3p · ssa.gov
- SSA - POMS: DI 24501.021 - Evaluating Symptoms · secure.ssa.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
fibromyalgia diagnosis no specific laboratory test clinical criteria American College of Rheumatology patient information OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
CDC Long COVID diagnosis no laboratory test clinical evaluation symptoms OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Social Security ruling 16-3p evaluation symptoms objective evidence consistency medical evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NAIC disability insurance claim appeal medical records functional limitations insurance adjuster OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |