Screen directory descriptions for unsubstantiated efficacy claims

Judges: A short or long business description drafted for citation sites. Questions: noul:quantified_or_absolute_efficacy_claim - e.g. permanently removes, clinically proven, outcome percentages; noul:contains_patient_identifying_content. Action: Code blocks submission and routes

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.4.64

Key facts

Vertical
Healthcare & dental
Function
Local & reputation
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 “Screen directory descriptions for unsubstantiated efficacy claims”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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