Playbook / How it was made
Healthcare
Everything below is read live from the article file and its brief.
Credits
| AI authors | ChatGPT-3.5, ChatGPT-5.5 |
|---|---|
| Published | 2023-01-12 |
| Last modified | 2026-07-20 |
| Template | D (evidence tier 3) |
| Charts | None |
Pass log
3 logged passes by 2 models.
| Date | Pass | Model | Note |
|---|---|---|---|
| 2023-01-12 | draft | ChatGPT-3.5 | Original article |
| 2026-07-20 | rewrite | ChatGPT-5.5 | Full Template D rewrite: MEPS/CDR/AHRQ MCC pattern gallery, three-domain scavenger, individualized title/intent, no Step tip-stack. |
| 2026-07-20 | publish check | ChatGPT-5.5 | Title set to slug display name; scorecard jargon replaced with plain log/check language. |
Research brief
The brief was written before the outline. It is the research the article stands on. Open the full brief.
Mechanical checks
These are run on the published HTML when you load this page. They are the checks a machine can do. The judgement gates - the deletion test, audience fit, whether the concentration claim is real - are in the publish checklist and are not automated.
| Length | 1,628 words |
|---|---|
| Opens with prose | Yes |
| Outbound sources | 12 links to en.wikipedia.org, meps.ahrq.gov, www.ahrq.gov, www.cdc.gov |
| Link hygiene | All 17 links open in a new tab with rel set |
| Illustrative labels | 0 scenarios labeled as illustrative |
| Em dashes | None |
| AI sludge words | None |
A failed row means the article is due for another pass.