QoI In Optimize to be in result dataset

[Tom-Szendrey]

We will want to add the QoI to the resulting dataset saved in optimize run.
This will be a new column named: QoI_{Criteria_name} OR QoI_#.
Note that this name needs to be unique so having the criteria name is helpful for user readability but potentially bad for uniqueness.

This new column will be filled in with the value of the corresponding sample_id's qoi for each timepoint.
This will mean the QoI chart within the node should not be reactive (this is already probably a smart idea anyways)

[Tom-Szendrey]

There have been discussions to move our logic from #5731 to the ciemss team.
This may also be used for adding the QoI column to the sample output.

Ciemss PR to review before more discussions:
ciemss/pyciemss#635

[Tom-Szendrey]

This is a ticket to add the quality of interest stats which are used to generate the chart in the screen capture below.
The benefit of adding this information to the simulation data produced by optimize is that the user can then later examine this information to better understand their results.
They can examine this by downloading the csv or by using our dataset-transformer