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Use cases › Healthcare & dental › Grade reference quality against the source hierarchy

Grade reference quality against the source hierarchy

Judges: One citation with its source type and year. Questions: choice:source_tier - peer_reviewed, recognised_health_org, secondary_review, commercial_or_vendor, blog_or_unknown; noul:older_than_five_years. Action: Code rejects tier 4-5 and old sources unless justified and lists

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.3.80

Key facts

Vertical
Healthcare & dental
Function
Research & education
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 “Grade reference quality against the source hierarchy”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

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