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The mechanics

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Post by Simon Smith on X

Simon Smith@_simonsmith

Example of why this is a big deal: ChatGPT reads a patient's EHR records from Epic, then finds trials for which they're eligible in ClinicalTrials_gov. A lot of trials don't get filled because it's hard to find eligible patients.

521 likes15 repliesPosted Sep 1, 2026

View the original on X Written by Simon Smith. Captured Sep 4, 2026.

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45

Viral score

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Contradicts something the audience already believes, which stops the scroll.
Short enough to read in full without expanding, which removes a step before the point lands.

The mechanics

Hook: Plain observation
Structure: Hook
Style: Conversational paragraphs at a steady pace.
Tone: plain, matter-of-fact
Mechanisms: Pattern interrupt
Written for: Founders and operators

Analysis by ViralLoop — not written by the original author.

Topics

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More from Simon Smith

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Simon Smith on Revenue · ViralLoop