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Fifty percent of the specified trials were a repeat response of the previous trials, 50% of the action-selection trials had an option to repeat the response and 50% of all trials enforced a switch to an alternate response.
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The model provides facilities for selecting a cohort of simulated subjects meeting trial inclusion/exclusion criteria and then simulating each subject's life for the duration of the trial according to the specified trial protocol.
The contrast between selection and specified trials we have examined could include several cognitive processes including conflict detection (Kerns et al. 2004; Ridderinkhof et al. 2004), set-switching (Brass and von Cramon 2002; Rushworth et al. 2002, 2003), and selection of responses by provision of top-down bias between competitive effectors (Rowe et al. 2005).
Specifically, the 2 contrasts were: " repeat action-selection" versus " repeat specified trials" and " non-repeat action-selection" versus " non-repeat specified trials".
This model also included 4 regressors for each of 2 first-level contrasts, " repeat action-selection" versus " repeat specified trials" and " non-repeat action-selection" versus " non-repeat specified trials", and regressors for the measure of disease severity (UPDRS).
There were 2 types of specified trials: repeat and non-repeat.
Patients, aged 18 60 years, scheduled for a routine dental check-up were sent an information leaflet about the trial and allocated an appointment during a specified trial recruitment session.
Such scores are based on the assumption that all patients in the model take the specified values for trial arm and gender, while all other variables within the model retain their observed values.
Two of the regressors were for the specified and action-selection repeat trials, in which subjects pressed the same key as the previous trial.
But in this brave new world of patient specific, personalized medicine it is often the case that relevant treatment insights are developed outside the specified endpoints in randomized clinical trials.
For each combination, we plotted the percentage of choices towards the higher reward vs the mean response time for trials in the specified condition.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com