This dataset tests whether a model can distinguish current severity from future direction.
The task is not to identify which patient looks worse now.
The task is to classify whether the patient trajectory is moving toward stability or deterioration.
v0.2 adds counterfactual and adversarial cases.
Some high-severity patients are improving and should be classified as stable or improving.
Some low-severity patients are… See the full description on the dataset page:
https://huggingface.co/datasets/ClarusC64/clinical-trajectory-awareness-v0.2.
