Provider credential format check

Judges: One provider mention in copy. Questions: choice:format - dr_only, credential_string_only, both_dr_and_credential, other. Action: Both-format cases get fixed per the provider-naming rule.

CA clean typed decision with low volume or low value, or too vague to act on.3.13

Key facts

Vertical
Healthcare & dental
Function
Content & brand
Status
Idea
Volume
occasional
Value
meaningful
Risk
moderate
Evidence
—
Flags
None

Build this with a classifier

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

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Provider credential format check”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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