AI models require good Positive Predictive Value (PPV) But: PPV decreases as prevalence decreases - In choosing a successful biologic: Harder to predict more challenging patients (multiple failures, co-morbidities, etc) - ACR50 non-response is higher J Curtis @RheumNow #RNL2025 https://t.co/SdJ0FHVuSC