Patten sensitivity and specificity.

All balanced accuracies reported in this table result from single-interval classification on the test dataset (n = 47; see S1 Table for forced-choice test). Analyses involving Level 5 and/or Level 1 comparisons exclude participants that did not rate any stimuli with that label. Accuracy values reflect the ability to discriminate the conditions compared, but are signed, so that values >50% indicate the proportion of participants for which high intensity was classified as greater than low intensity, for high vs. low analyses, or emotion was greater than pain, for Emotion vs. Pain analyses. Values ☨Please note that this column does not reflect accuracy but rather percent classified as emotion.+Indicates that accuracy is significantly different from chance (50%), using a two-tailed dependent binomial test.*Indicates accuracy significantly different from PINES performance using a two-sample two-tailed z-test for proportions (only tested on Emotion 5 versus 1 and Emotion versus Pain columns).Patten sensitivity and specificity.