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oncodsl
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{
  "winning": {
    "id": "g21c105",
    "gene_ids": [
      "g07588",
      "g13403",
      "g05340",
      "g12032"
    ],
    "feature_sets": [
      [
        "g07588",
        "g13403"
      ],
      [
        "g05340",
        "g12032"
      ]
    ],
    "program_repr": "Fit(Reduce(Select(M, [2 ids]), mean), Reduce(Select(M, [2 ids]), mean) -> MSI-H probability)",
    "cv_fitness": 0.960393088035757,
    "holdout_auroc": 0.8848575712143928,
    "permutation_p": 0.004975124378109453
  },
  "baseline": {
    "id": "baseline",
    "gene_ids": [
      "g10223",
      "g13579",
      "g18640",
      "g13403",
      "g14340",
      "g15001",
      "g03590",
      "g16049"
    ],
    "feature_sets": [
      [
        "g10223",
        "g13579",
        "g18640",
        "g13403",
        "g14340",
        "g15001",
        "g03590",
        "g16049"
      ]
    ],
    "program_repr": "Fit(Reduce(Select(M, [8 ids]), mean) -> MSI-H probability)",
    "holdout_auroc": 0.888455772113943
  },
  "permutation_summary": {
    "n_permutations": 200,
    "null_auroc_mean": 0.49237181409295344,
    "null_auroc_p95": 0.7353223388305846
  }
}