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Table 2 List of the five rule lists created by the BRL model across the five folds

From: Explainable AI enables clinical trial patient selection to retrospectively improve treatment effects in schizophrenia

  1. The probability shown in parentheses after each rule is estimated from the percent of patients who satisfy that rule and were labeled with the given label for the rule by the PAI “ground-truth” labels, and the confidence intervals were estimated with bootstrapping. The alphanumeric symbol before each symptom (e.g., P02, G08) refers to the question number from the PANSS scale. Two individual item scores from the PANSS scale repeatedly were involved in subtyping the treatment-indicated patients. Both Disturbance of Volition ≥ 3 and Uncooperativeness ≥ 3 appear in multiple rule lists for the treatment-indicated (TRT-ind) subgroup and are categorized as General Psychopathology symptoms