constraint-pressure
stability-constraint-pressure-v0.1
What this dataset does
This dataset tests whether a model can detect constraint pressure.
The task is simple:
Given a scenario and a constraint-pressure claim, predict whether the claim is supported.
Core stability idea
Constraint pressure emerges when demands increase while available degrees of freedom decrease.
Pressure alone is not enough.
Constraint pressure arises when the system has fewer viable options, less buffer, less flexibility, or reduced recovery margin.… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/stability-constraint-pressure-v0.1.clinical-constraint-pressure-v0.1
What this dataset does
This dataset tests whether a model can estimate how close a patient is to a treatment boundary.
The task is not to predict diagnosis.
The task is to classify pressure on the patient system.
Core stability idea
A patient may be stable at the present moment while operating close to a boundary.
Constraint pressure increases when support needs rise and reserve capacity falls.
The model must classify whether pressure is low, medium, or high.… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-constraint-pressure-v0.1.clinical-constraint-pressure-v0.2
What this dataset does
This dataset tests whether a model can estimate clinical constraint pressure.
The task is not to identify current illness severity.
The task is to classify how much pressure the patient system is under relative to available reserve.
What changed in v0.2
v0.2 adds counterfactual and adversarial cases.
Some rows have the same oxygen requirement or vasopressor requirement but different reserve states.
Some high-looking cases have preserved… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-constraint-pressure-v0.2.