Fake medical AI diagnosis report phishing — impersonates Epic MyChart AI, Amazon Health, or Babylon Health claiming an "AI-detected abnormality" to harvest patient portal credentials or payment details. Cofense Mar 2026; HHS OCR advisory Mar 2026; Abnormal Security Q1 2026.
fake-medical-ai-diagnosis-report-phish
What this tier means
High-confidence threat indicator — phishing, impersonation, BEC, or scam pattern. Strong contributor to the trash decision.
How Gorganizer detects this
Emails impersonating medical AI screening services or hospital AI health portals (Epic MyChart AI, Amazon Health, Amazon Clinic, Babylon Health, Tempus AI, Google Health AI) claiming the recipient has received an "AI-generated health screening result," "AI-detected abnormality," or "AI diagnostic report" requiring immediate action. The link harvests credentials (health portal login), payment details, or personal health information. Multiple major health systems integrated AI diagnostic tools into their patient portals in 2025–2026, creating a new category of legitimate email that attackers immediately cloned. Cofense (March 2026), HHS Office for Civil Rights (March 2026 advisory), and Abnormal Security (Q1 2026) all documented this attack class.
False-positive guard
Every signal in Gorganizer feeds a multi-module score — never a sole verdict. This is a threat-tier signal — it adds a strong contribution to the trash score. The full pipeline still requires convergence across multiple modules + a margin over the safety floor before deletion happens, and Gmail's trash (30-day recovery) is always used — never permanent delete.
About the scoring engine
Gorganizer's scoring engine emits over 1,800 signals across six modules — headers, sender, subject, body, attachments, and structural metadata. Every email is scored by every module independently; the final verdict requires multiple modules to agree and the trash score to beat the safety floor by a margin.
Sacred safety guards — never delete starred emails, replies, calendar invites, receipts/invoices, or attachments — apply unconditionally regardless of any signal.
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