Model input features | PAI model output | BRL model output |
---|---|---|
Demographics - Age - Sex Symptom scales - 30 Baseline individual item PANSS scores - Baseline total PANSS score - Baseline daytime drowsiness and quality of sleep scores from the Sleep Visual Analog Scale (VAS) - Baseline Personal and Social Performance Scale score - Baseline total Schizophrenia Quality of Life Scale score Others - Randomized arm (treatment or placebo; PAI only) - Interactions of randomized arm with the other features (PAI only) | - Predicted actual and counterfactual week 6 PANSS scores - Numerical PAI score (predicted outcome on treatment—predicted outcome on placebo) - Labels: treatment-indicated, rest-indicated created from thresholded PAI score | - Labels: treatment-indicated and rest-indicated |