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MNT.3:8 - Common Anti-Patterns and How to Avoid Them

A failure code becomes a mechanism when the record never established causation. Recover the observation and explain the inference. A list of removed parts becomes a failure count when preventive removals are silently included. Recover event meaning and exposure before comparing groups.

An open recurrence question can also be treated as a reason to withhold an already supported local recommendation. Separate the recommendation’s claim from the stronger explanation that remains unresolved.