What are the most common reasons health insurance companies issue a medical bill claim denial and how do I check if mine made a coding error?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most common reasons health insurance companies issue a medical bill claim denial and how do I check if mine made a coding error?
3 real searches · 1 real-search pass
CMS Medicare claim adjustment reason codes CO-4 CO-16 CO-18 CO-50 CO-96 CO-97 CO-197 officialGoogle ↗
OBSERVEDReason
HealthCare.gov health insurance claim denial appeal internal external review explanation of benefits officialGoogle ↗
OBSERVEDReason
California DMHC health plan claim denial complaint independent medical review 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). 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
CMS Medicare claim adjustment reason codes CO-4 CO-16 CO-18 CO-50 CO-96 CO-97 CO-197 official Google ↗
HealthCare.gov health insurance claim denial appeal internal external review explanation of benefits official Google ↗
California DMHC health plan claim denial complaint independent medical review official Google ↗
- Internal appeals · healthcare.gov
- Filing a Claim for Your Health Benefits · dol.gov
- External Review · healthcare.gov
- Has Your Health Insurer Denied Payment for a Medical Service? You Have a Right to Appeal · cms.gov
- DMHC website · dmhc.ca.gov
- CDI website · insurance.ca.gov
- dmhc.ca.gov · dmhc.ca.gov
- What to Do if You Have a Problem with Your Policy · insurance.ca.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CMS Medicare claim adjustment reason codes CO-4 CO-16 CO-18 CO-50 CO-96 CO-97 CO-197 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
HealthCare.gov health insurance claim denial appeal internal external review explanation of benefits official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
California DMHC health plan claim denial complaint independent medical review official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |