Anti-CCP — Rheumatoid Arthritis

Test Characteristics

Metric Value
False-negative rate 33% (sensitivity 67%)
False-positive rate 5% (specificity 95%)
Bayes factor (positive test) 10×
Bayes factor (negative test) 1/3×
Base rate 0.5% of US adults

Interpreting Results

Scenario Prior + Result − Result
Unselected adult 0.5% 10 × 0.5% = 5%0.5%× 105% 1/3 × 0.5% = 0.17%0.5%÷ 30.17%
Symmetric polyarthritis, morning stiffness >1 hr 15% 10 × 15% ≥ 100%15%× 10100% 1/3 × 15% = 5%15%÷ 35%

10 × 15% ≥ 100%15%× 10100%: exact posterior is 64%. Better than RF. Negative (1/3×) is weak — misses a third of RA cases. May be positive years before clinical onset.

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