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results/cellpaint_posh_results.json

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+{
+  "dataset": "CellPaint-POSH POC",
+  "cell_line": "A549",
+  "n_genes": 116,
+  "n_sgrnas": 1145,
+  "n_cells_total": 95015,
+  "n_classes": 6,
+  "classes": [
+    "actin / kinesin",
+    "golgi-ER retrograde",
+    "microtubule / dynein",
+    "mitochondrial translation",
+    "proteasome",
+    "unfolded protein response"
+  ],
+  "n_features": 1278,
+  "sgrnas_per_gene_median": 10.0,
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+    "metadata_only": {
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+      "balanced_accuracy_mean": 0.2584504485110932,
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+      "top1_accuracy_mean": 0.15283842794759822
+    }
+  },
+  "mechanism_checks": {
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+    "same_gene_nn_rate_std": 0.011846864599345447,
+    "correct_when_same_gene_mean": 1.0,
+    "correct_when_diff_gene_mean": 0.43613120370915653,
+    "knn_no_same_gene_f1_mean": 0.3830120231842214,
+    "knn_no_same_gene_f1_std": 0.03885260199979657
+  },
+  "inclusion_checks": {
+    "structural_leakage": true,
+    "practical_inflation_absolute": false,
+    "practical_inflation_relative": false,
+    "mechanism_confirmed": false,
+    "controls_valid": false
+  },
+  "include_in_main_paper": false,
+  "inflation": {
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+      "ratio": 1.0770783549799003,
+      "absolute_gap": 0.035887171270795215
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+      "leaky": 0.4541021041209531,
+      "ratio": 1.2028617106555375,
+      "absolute_gap": 0.07658397373381509
+    }
+  }
+}