Identify surgeon-preference notes in case request

Judges: case scheduling free text. Questions: choice:note_kind - implant_size|positioning|equipment|anesthesia_pref|none. Action: extracts a tag so pick lists are prebuilt by supplies.

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.4.10

Key facts

Vertical
Healthcare & dental
Function
Health admin
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 “Identify surgeon-preference notes in case request”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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