Table 2 Behavioral performance across the four cognitive tasks.

From: Neural activity during inhibitory control predicts suicidal ideation with machine learning

Cognitive Task

SI +  mean ± sem

SI- mean ± sem

Effect Size, p-value

Inhibitory Control (IC)

  scaled d’

0.83 ± 0.03

0.84 ± 0.03

−0.09, 0.85

  Wait response time

2.24 ± 0.03

2.13 ± 0.05

0.79, 0.27

  Wait consistency

0.81 ± 0.03

0.73 ± 0.04

0.68, 0.35

Interference Processing (IP)

  Scaled d

0.78 ± 0.03

0.72 ± 0.03

0.32, 0.44

  Response time

0.48 ± 0.02

0.50 ± 0.02

-0.18, 0.80

  Consistency

0.85 ± 0.01

0.82 ± 0.02

0.32, 0.44

Working Memory (WM)

  Scaled d’

0.44 ± 0.04

0.41 ± 0.03

0.12, 0.85

  Response time

0.48 ± 0.03

0.44 ± 0.02

0.25, 0.61

  Consistency

0.77 ± 0.01

0.72 ± 0.01

0.64, 0.09

  Item span

0.63 ± 0.05

0.66 ± 0.06

−0.08, 0.85

Emotion Bias (EB)

  Scaled d’

0.72 ± 0.02

0.73 ± 0.02

−0.06, 0.85

  Response time

0.50 ± 0.02

0.50 ± 0.02

−.02, 0.94

  Consistency

0.80 ± 0.01

0.80 ± 0.01

0.11, 0.85

  1. Mean ± standard error of the mean (sem) data are shown for individuals with suicidal ideation (SI+, n = 38) vs. no suicidal ideation (SI-, n = 38). d’ sensitivity is scaled to 1. Response time is reported in seconds and response consistency is 1 – coefficient of variation of response time. The working memory span was tested for up to 8 items and is scaled to 1. Cohen’s d effect sizes are shown with positive values denoting higher scores in SI+ and negative values denoting higher scores in SI-. p-values represent FDR-corrected t-tests for group comparisons across all 13 variables; there were no statistically significant performance differences that survived multiple comparisons.