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Wiki source code of Step 4: Claims

Last modified by Vladimir Rullens on 2025/09/02 17:31
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Dongxu Lu 1.1 1 |**Topic**|**Question**|**Answer**
2 |(((
3 [[image:12.png]]
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5 //Measurements//
Vladimir Rullens 1.2 6 )))|For each positive and negative effect listed in step 3, describe how you could evaluate (measure) whether they actually occur.|(((
7 **Performance:**
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9 **Robot: **The AI is able to give required actions much faster than if a human was not present -> increase in manpower.
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11 **Patient: **
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13 **Caregiver: **The caregiver can take of more tasks faster.
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15 **State:**
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17 **Robot: **
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19 **Patient: **Improved mood
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21 **Caregiver: **Reduced stress and workload
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24 Compare situation with and without AI, include statistics within the AI agent regarding how often it gets activated within a period of time and whether the action was effective in terms of mood and responsiveness and stress. Effectiveness may need to be handled by a third party.
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26 For the caregiver give a questionnaire.
27 )))
Dongxu Lu 1.1 28 |(((
29 [[image:14.png]]
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31 //Benchmark//
Vladimir Rullens 1.2 32 )))|For each measurement, what are the benchmarks (criteria)? (i.e., what are desired values?)|(((
33 Activations within a period of time: Its desired values should decrease over a period of time as the patient's situation improves. This ratio should be 1 or less.
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35 Mood: :( -> :I -> :) (Score 0 to 1, increase mood by 10%). The time spent in a bad mood should be lower than without the AI, and their mood should actually increase.
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Vladimir Rullens 1.3 37 Stress: Heartrate, ask them through a questionnaire (what is their mood like), or make a caregiver fill out the questionnaire for them. Questionnaire results should indicate less stress after the experiment.
Vladimir Rullens 1.2 38
Vladimir Rullens 1.4 39 Caregiver questionnaire: Questionnaire results should indicate reduced stress and experienced workload after the experiment.
Vladimir Rullens 1.2 40 )))
Dongxu Lu 1.1 41 |(((
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44 [[image:13.png]]
45
46 //Demonstration of AI-functionality//
Vladimir Rullens 1.4 47 )))|Can you describe how you could demonstrate that your AI function (s) achieve(s) the effects that you listed in the previous question?|(((
48 As per what is described above, collect the indicated values and show a before and after. Then link that to our expected results.
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51 I.e. The patient had 2-3 episodes a day that lasted for a couple of minutes. After including the AI in their day to day life this count reduced to 1-2. They were also handled much quicker by an average of 2 minutes.
52 )))