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Lint: specificity

List Caps
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"P(Test negative|Disease negative)"

Line 5:12 · In general, we don't start a list item with a capital letter. Exceptions are proper nouns.
Acronyms
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"In an ROC curve, 1-specificity is plotted along the x-axis and can be renamed the false positive rate, the opposite of the true negative rate."

Line 6:13 · 'ROC' has no definition. Spell it out if it's unfamiliar to the audience.