What factors influence whether a routine screening mammogram is billed as preventive care versus diagnostic imaging, and how can I appeal unexpected fees
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What factors influence whether a routine screening mammogram is billed as preventive care versus diagnostic imaging, and how can I appeal unexpected fees
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
United States screening mammogram preventive coverage diagnostic billing appeal ACA CMS healthcare.gov coding 2026 Google ↗
CMS mammography screening coverage diagnostic mammography Medicare coverage billing codes appeal claim Google ↗
- FAQ about Affordable Care Act and Women's Health and Cancer Rights Act Implementation Part 68 · dol.gov
- FAQs about Affordable Care Act Implementation Part 64 · dol.gov
- FAQS ABOUT AFFORDABLE CARE ACT AND WOMEN’S HEALTH AND CANCER RIGHTS ACT IMPLEMENTATION PART 68 · dol.gov
- How to appeal an insurance company decision · healthcare.gov
- Mammograms · medicare.gov
- Filing an appeal · medicare.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
United States screening mammogram preventive coverage diagnostic billing appeal ACA CMS healthcare.gov coding 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CMS mammography screening coverage diagnostic mammography Medicare coverage billing codes appeal claim OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |