Editorial process
Every fact on this site starts as a field in a data file with a citation attached, and the page renders the field. Nothing is written first and sourced later. This page describes the order that work happens in, the checks that run before a page can ship, and who does what.
By the Covered Weight editorial team. Research and sourcing by Evan Reid.
Data before prose
The order is not a preference, it is a control. A writer who drafts a sentence and then looks for a source will find one that nearly fits, and the citation makes the near miss look checked. So the document is read first, the fact becomes a typed field with its quote and its date, and the page renders that field. Where a page and the data disagree, the data wins and the page is wrong.
The steps
- Find the governing document. The primary source, not a summary of it. An aggregator is recorded as an aggregator and never as the payer.
- Read it and record the field. The value, the document title as printed, the section, a verbatim quote containing the fact, the effective date, and today's date.
- Record the scope. Which jurisdictions the document governs, which plan types, which drugs, which conditions. A fact may only cite a document that covers it on all four.
- Let the checks run. They are automatic and they stop a release rather than warn about it.
- Write the page against the data. Answer first, in plain words, at a reading level somebody can manage while upset.
What the checks refuse
A fact with no citation. A citation whose quote does not contain the fact. A quote that is really a page title or a fragment of markup. A document cited for a jurisdiction, plan type, drug or condition it does not cover. A shared sentence carrying one jurisdiction's number, which is how one state's threshold ends up published as everybody's. A statistic whose denominator is not named. A number typed into a page instead of read from the data.
They also refuse the quieter failures: a check that is written but not running, and a document claiming a check is running when it is not.
Who does what
Research and sourcing are done by the founder, who reads the documents and records what they say. He is not a clinician, and the site is careful about the difference: it publishes administrative documents rather than medical facts. Where a page does make a clinical statement, it carries a named reviewer, and clinical review says which pages those are.
Updating and correcting
Facts are re-read every January and July, and a document that changes mid-cycle is picked up by a weekly check that compares each source against the copy we read. When a rule changes, the old record is kept with its end date rather than overwritten, because what changed and when is often the question a reader actually has. Corrections work the same way and are described on the corrections page.