Classify negative review theme

Judges: one Google review. Questions: choice:theme - wait_time|billing|pain|staff_attitude|cleanliness|other. Action: dashboard counts; manager alerts on spikes.

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.4.19

Key facts

Vertical
Healthcare & dental
Function
Local & reputation
Status
Idea
Volume
routine
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 “Classify negative review theme”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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