Update README.md

README.md

@@ -1,3 +1,80 @@
----
-license: mit
----
+---
+language:
+  - en
+license: mit
+pretty_name: Clinical Counterfactual Systemic Cascade Simulation v0.1
+dataset_name: clinical-counterfactual-systemic-cascade-simulation-v0.1
+tags:
+  - clarusc64
+  - clinical
+  - counterfactual
+  - causality
+  - cascade
+  - systemic-coherence
+task_categories:
+  - text-classification
+size_categories:
+  - 1K<n<10K
+configs:
+  - config_name: default
+    data_files:
+      - split: train
+        path: data/train.csv
+      - split: test
+        path: data/test.csv
+---
+
+What this dataset tests  
+
+Whether a model can simulate a plausible downstream cascade  
+from a counterfactual clinical decision.
+
+Required outputs  
+
+- cascade_sequence  
+- cross_system_effects  
+- time_to_divergence  
+- new_basin_entered  
+
+Basin labels  
+
+- improved_stable_recovery  
+- delayed_recovery  
+- complication_basin  
+- iatrogenic_worsening  
+- unstable_oscillation  
+- no_material_change  
+
+Typical failures  
+
+- predicting a single metric only  
+- skipping time-to-divergence  
+- inventing outcomes with no causal chain  
+
+Suggested prompt wrapper  
+
+System  
+
+You simulate systemic cascades from counterfactual decisions.
+
+User  
+
+Real case  
+{real_case_summary}
+
+Counterfactual action  
+{counterfactual_action}
+
+Baseline state  
+{baseline_state_vector}
+
+Return  
+
+- cascade sequence with time steps  
+- cross-system effects  
+- time to divergence  
+- new basin entered  
+
+Citation  
+
+ClarusC64 dataset family