In[]:=
$Version
Out[]=
14.2.0 for Mac OS X ARM (64-bit) (December 26, 2024)
In[]:=
ParallelEvaluate[$MachineName]//Counts
LinkObject
:Unable to communicate with closed link LinkObject[ParentLink,1190,134].
LinkObject
:Argument LinkObject[ParentLink,1190,134] in LinkRead[LinkObject[ParentLink,1190,134],Hold] has an invalid LinkObject number; the link may be closed.
Parallel`Developer`ConnectKernel
::failinit
:1 of 204 kernels failed to initialize.
​
Out[]=
theta20,epsilon24,delta24,tremac20,macstudio-basement20,threadripper31,threadripper264
In[]:=
lts=Block[{ru={299459058088077823758143088095350287424,4,1}},​​ca=getca[ru];​​pcas=Flatten[PerturbAll[{ca,ru},#]&/@Flatten[bodyidxs[ca],1],1];​​TestCALifeTime/@pcas];
In[]:=
ByteCount[pcas]
Out[]=
2826896544
In[]:=
ParallelMap[Histogram[Module[{ru=#,ca,pcas},​​ca=getca[ru];​​pcas=Flatten[PerturbAll[{ca,ru},#]&/@Flatten[bodyidxs[ca],1],1];​​TestCALifeTime/@pcas]/.-Infinity->250,50,PlotRange->All]&,quickneutral[{299459058088077823758143088095350287424,4,1}]]
Out[]=
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

Picking Disease Examples

Therapy search

Disease Classification

Disease Classification

What features does this have?

Big blue triangle

What is the definition of health?

How far to the left does it grow?

Put a dotted line at 5

Total color fractions

[[ the outliers mostly have low lifetime ]]

Growth curve health

Could look at difference from healthy growth

There are occasional outliers where it’s obvious what’s happening ... and there’s a big blob in the middle

Merging Everything

Width[time] vs Lifetime

Slices

Given a width, what is the predicted lifetime?
If width < 8 what does it imply about lifetime?

Survival curve for all perturbations

Survival curve at birth:
Age of death distribution:

Clinical Trial

A given intervention....
Does it matter or not?
You do a therapy; does it make a difference, e.g. to lifetime?
First, not contingent on disease
You can’t give the same therapy to everyone, because it might be outside the body......
Exclude any perturbation that lies outside the body...