Update README.md

README.md

@@ -1,3 +1,54 @@
----
-license: mit
----
+---
+language:
+  - en
+license: mit
+pretty_name: Pharma Toxicity Collapse Trajectory Mapping v0.1
+dataset_name: pharma-toxicity-collapse-trajectory-mapping-v0.1
+tags:
+  - clarusc64
+  - pharma
+  - safety
+  - toxicology
+  - decoherence
+  - phase-transition
+  - intervention
+task_categories:
+  - tabular-classification
+  - tabular-regression
+size_categories:
+  - n<1K
+configs:
+  - config_name: default
+    data_files:
+      - split: train
+        path: data/train.csv
+      - split: test
+        path: data/test.csv
+---
+
+What this dataset tests
+
+Whether a system can take an early decoherence signature
+and model the collapse trajectory.
+
+It must output:
+how collapse propagates
+the failure horizon
+the reversibility window
+the minimal intervention set
+
+Required outputs
+
+- collapse_topology_class  
+- propagation_pathway  
+- primary_failure_module  
+- failure_horizon_estimate  
+- reversibility_window  
+- minimal_intervention_set  
+- residual_risk_after_intervention  
+
+Use case
+
+Early go/no-go safety decisions.
+Intervention planning in organ-on-chip and high-content screens.
+Reducing late-stage attrition by detecting systemic phase transitions early.