Judge whether a heading or block needs a reviewer attribution

Judges: A page section with clinical or legal advice. Questions: noul:contains_clinical_claims; noul:educational_only. Action: Code skips the Medically Reviewed By block only for educational pages without clinical claims or for legal pages.

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.35

Key facts

Vertical
Agencies, media & creators
Function
Content & brand
Status
Idea
Volume
routine
Value
major
Risk
high
Evidence
—
Flags
human-review

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "yes_no",
  "question": "Does this input match the decision in “Judge whether a heading or block needs a reviewer attribution”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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