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| """Validation harness for OncoDSL. | |
| Two distinct uses: | |
| - `validate.h1` — H1 verification (known-answer check): compose the DSL operators | |
| over the NAMED matrix with hand-picked MMR/immune gene panels and report the | |
| numbers the H1 program should produce. Biology-aware; uses real gene symbols. | |
| - (later chunks) — held-out and cross-cohort validation of whatever signature the | |
| GP engine discovers from the airgapped view. | |
| """ | |