[NON-COMPLIANT: review gating] Review request eligibility

Judges: one visit note summary (no PHI) plus sentiment text. Questions: noul:likely_happy; noul:complication_reported. Action: only likely_happy get review ask.

XNot a typed-decision job: needs written output, plain rules or lookups would do it, or needs raw image or audio. Also marks ideas that must not be built.4.42

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 “[NON-COMPLIANT: review gating] Review request eligibility”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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