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Continuous ratings over time acquired via computerized VAS closely mirror post-stimulus retrospective ratings [19] (Koyama et al. 2004).
In two studies, 95 and 51 healthy female participants, respectively, underwent this shock anticipation task while providing continuous ratings of anxiety experience and electrodermal responding (Study 1) and during fMRI BOLD neuroimaging (Study 2).
The results show that: (i) LSTM network can deal with (asynchronous) dependencies found between continuous ratings of emotion with video data, (ii) the prediction of the emotional valence requires longer analysis window than for arousal and (iii) a decision-level fusion leads to better performance than a feature-level fusion.
Second, in contrast to the usual experience of viewing debates, the participants in this study were required to make continuous ratings of their own opinion.
Analysis of the time course of perceived itch intensity from continuous ratings revealed that itch intensity varied significantly across (over) time (analyzed as a main effect time: p<0.0001, Fig. 1, 2).
Our study is better placed to address this question, as it involved participants watching an entire live election debate (for an election in which they were eligible to vote), without being required to make their own continuous ratings.
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When asked to rate symptom severity during a flare on a continuous rating scale, patients' ratings were higher (more severe) than those estimated by HCPs on frequency of stools, frequency of blood in stools, and urgency.
Consistent with the findings observed in the two prior studies using the same continuous-rating judgment paradigm but decontextualized women (Treat et al., in press, under review), rape-supportive attitudes in the current study were associated negatively with reliance on affective information and positively with reliance on attractiveness information, both at a moderate level (ds = −0.56, 0.46).
We have observed such multiplicative effects in much of our prior sexual-perception work in which participants have classified the woman's affect (e.g., sexually interested, friendly, sad, or rejecting) rather than judging the woman's affect on a continuous-rating scale, as in the current work.
Also engine manufacturers changed the relative horsepower value without affecting the 'rating' of motors by, for instance, setting the maximum continuous rating at lower levels than they were previously set.
Continuous left/right ratings were dichotomized and relabeled "correct" and "incorrect" according to original presentation side.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com