Pick correct reminder template for appointment

Judges: appointment record with service and notes. Questions: choice:prep_type - none|no_sun|stop_retinoid|fasting|arrive_makeup_free|other. Action: code attaches matching prep instructions to the reminder.

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.3.96

Key facts

Vertical
Medical & aesthetic
Function
Health admin
Status
Idea
Volume
routine
Value
meaningful
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 “Pick correct reminder template for appointment”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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