# Causal Ledger

## List Drivers

> Ranked SPR drivers for one (outcome\_family, outcome\_key). Byar 1978 95% CI. SPR > 1 = feature value over-indexes for this outcome vs. the workspace baseline. Filter by feature\_family (demographic|comorbidity) or feature\_arity (1=univariate, 2=pairwise). min\_support\_only=true (default) hides observed < 5 rows. This is DESCRIPTIVE attribution — v2 causal (ITS + synthetic control) lands via the analytics.public.causal\_attribution pipeline in Phase 5.

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```


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