# Classify an anonymous negative review's likely origin

Judges: One negative review with no matching patient record. Questions: choice:origin - genuine\_patient, competitor\_or\_fake, misdirected\_other\_business, non\_patient\_complaint, unknown; noul:contains\_clinical\_detail - does the text disclose treatment or health detail. Action: Code

Grade: B — A clean typed decision with either high volume or major value.. Score: 4.13.

Vertical: Healthcare & dental.

Function: Local & reputation.

Status: Idea.

Volume: occasional.

Value: major.

Risk: high.

Evidence: null.

Flags: human-review.

- [Vertical](/verticals/healthcare_dental/)
- [Function](/functions/local_reputation/)
- [Detect PHI inside an incoming review](/use-cases/detect-phi-inside-an-incoming-review/)
- [Check GBP posts for promotional-language risk](/use-cases/check-gbp-posts-for-promotional-language-risk/)
- [Screen directory descriptions for unsubstantiated efficacy claims](/use-cases/screen-directory-descriptions-for-unsubstantiated-efficacy-claims/)
- [Flag patient-identifying content in photos before upload](/use-cases/flag-patient-identifying-content-in-photos-before-upload/)
- [Review request eligibility](/use-cases/review-request-eligibility/)
- [Gate review requests](/use-cases/gate-review-requests/)