Flag patient-identifying content in photos before upload

Judges: Alt text, filename, and caption of a candidate GBP or site photo. Questions: noul:likely_before_after_or_patient_photo; noul:contains_identifying_text - name, date, or chart visible per caption. Action: Code stops the upload in the staging queue and requires senior-seo pl

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.4.53

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 “Flag patient-identifying content in photos before upload”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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