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. 2025 Aug 12;16:1649905. doi: 10.3389/fpsyg.2025.1649905

Table 2.

Final version of 16 SCT items and agent scoring validation.

Item Human-machine scoring correlation coefficient Factor loading coefficient Common factor variance
Cognitive emotion Somatic reaction Interest in things
My mood is often 0.97*** 0.48 0.36 0.35 0.49
Facing the future 0.94*** 0.59 0.37 0.35 0.62
If I make a mistake, I would 0.88*** 0.64 0.12 0.21 0.47
Looking back, I feel 0.86*** 0.42 0.34 0.25 0.36
When facing uncertain things, 0.81*** 0.78 0.11 0.06 0.62
When encountering difficulties, I 0.97*** 0.59 0.22 0.42 0.59
When I make decisions 0.96*** 0.64 0.27 0.18 0.52
My sleep situation 0.79*** 0.35 0.69 0.13 0.62
My appetite 0.90*** 0.23 0.79 −0.01 0.68
I feel my heartbeat 0.97*** 0.26 0.51 0.27 0.40
My energy 0.93*** 0.53 0.54 0.14 0.59
For things I used to like, I 0.90*** −0.27 0.59 0.49 0.66
Focusing on tasks for me 0.83*** 0.37 0.42 0.43 0.51
Participating in social activities for me 0.87*** 0.41 0.19 0.53 0.49
I think dating 0.93*** 0.18 −0.01 0.79 0.66
Living in this world 0.82*** 0.32 0.32 0.58 0.55

*p < 0.05; **p < 0.01; ***p < 0.001. Bold values represent the factors corresponding to the items.