Detect post-treatment concern in text message

Judges: one patient SMS. Questions: noul:possible_adverse_reaction - does the message describe a symptom after a treatment? ; choice:urgency - routine|same_day_callback|unsure. Action: any true flips message to top of nurse callback queue; never auto-replies clinically.

STop tier. Meets A, and the payoff is major with high confidence.5.21

Key facts

Vertical: Healthcare & dental
Function: Health admin
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 “Detect post-treatment concern in text message”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

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