
Cross-domain experience told me this pattern had to be operating in healthcare documentation the same way it operates everywhere else — peer-reviewed evidence confirmed it. The root problem isn’t carelessness. It’s pattern recognition under pressure — the same neurological shortcut that saves lives in emergencies, misapplied to people. “Non-compliant.” “Defiant.” “Refused care.” Character judgments, not clinical descriptions, following patients from provider to provider. The fix isn’t teaching staff to be better. It’s showing them they’re doing too much. The module primes existing documentation habits, delivers the reframe, then trains the replacement behavior through annotated rewatching of the same scenario. No learner is ever told they were wrong. They see the gap themselves.