{ "external_constructed_controls_by_dataset": { "NACC": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 14, "n_errors": 0, "n_evaluated": 14, "n_not_evaluated": 0, "n_score_eligible": 14, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 14, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.2153108027376358 ] }, "ds000030": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 8, "n_errors": 0, "n_evaluated": 8, "n_not_evaluated": 0, "n_score_eligible": 8, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 8, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.32440756488388023 ] } }, "external_literature_by_dataset": { "NACC": { "combined_primary": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 7, "confirmable_claim_recall_wilson_95": [ 0.0, 0.35433043506668743 ], "n_claims": 7, "n_errors": 0, "n_evaluated": 7, "n_not_evaluated": 0, "n_score_eligible": 7, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 2, "confirmable_claim_recall_wilson_95": [ 0.0, 0.6576197724933469 ], "n_claims": 2, "n_errors": 0, "n_evaluated": 2, "n_not_evaluated": 0, "n_score_eligible": 2, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 5, "confirmable_claim_recall_wilson_95": [ 0.0, 0.43448246478317476 ], "n_claims": 5, "n_errors": 0, "n_evaluated": 5, "n_not_evaluated": 0, "n_score_eligible": 5, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null } }, "ds000030": { "combined_primary": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 11, "confirmable_claim_recall_wilson_95": [ 0.0, 0.2588329669680317 ], "n_claims": 19, "n_errors": 0, "n_evaluated": 19, "n_not_evaluated": 0, "n_score_eligible": 19, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 8, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.32440756488388023 ] }, "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 3, "n_errors": 0, "n_evaluated": 3, "n_not_evaluated": 0, "n_score_eligible": 3, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 3, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.5614970317550454 ] }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 11, "confirmable_claim_recall_wilson_95": [ 0.0, 0.2588329669680317 ], "n_claims": 16, "n_errors": 0, "n_evaluated": 16, "n_not_evaluated": 0, "n_score_eligible": 16, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 5, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.43448246478317476 ] } } }, "interpretation_restrictions": [ "scientific, external-transfer, and synthetic-safety metrics use separate denominators", "external literature references and random controls are never pooled", "unresolved references are retained but excluded from scored performance", "strict plus provisional literature references are the retrospective primary operational result", "constructed-control cluster intervals are conditional stress-test uncertainty, not population FCR", "multi-model literature references are not human expert ground truth", "v2.1 policy was frozen before the v2.1 rerun but after v2 outcomes were visible" ], "inventory": { "benchmark_claim_count": 489, "reference_label_counts": { "abstain": 199, "confirm": 69, "unresolved": 221 }, "score_eligible_count": 268, "split_counts": { "external_transfer": 60, "scientific": 279, "synthetic_safety": 150 }, "unresolved_count": 221 }, "literature_sensitivity_by_split_and_reference_strength": { "external_transfer": { "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 2, "confirmable_claim_recall_wilson_95": [ 0.0, 0.6576197724933469 ], "n_claims": 5, "n_errors": 0, "n_evaluated": 5, "n_not_evaluated": 0, "n_score_eligible": 5, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 3, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.5614970317550454 ] }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 16, "confirmable_claim_recall_wilson_95": [ 0.0, 0.1936076805344365 ], "n_claims": 21, "n_errors": 0, "n_evaluated": 21, "n_not_evaluated": 0, "n_score_eligible": 21, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 5, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.43448246478317476 ] } }, "scientific": { "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.35714285714285715, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.18518518518518517, 0.5333333333333333 ], "confirmable_claim_recall_count": 10, "confirmable_claim_recall_denominator": 28, "confirmable_claim_recall_wilson_95": [ 0.2070582950773768, 0.5416969348557219 ], "n_claims": 44, "n_errors": 0, "n_evaluated": 44, "n_not_evaluated": 0, "n_score_eligible": 44, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.3333333333333333 ], "unsafe_confirmation_count": 2, "unsafe_confirmation_denominator": 16, "unsafe_confirmation_rate": 0.125, "unsafe_confirmation_wilson_95": [ 0.03497748774324047, 0.36022827265758695 ] }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.4782608695652174, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.2608695652173913, 0.7083333333333334 ], "confirmable_claim_recall_count": 11, "confirmable_claim_recall_denominator": 23, "confirmable_claim_recall_wilson_95": [ 0.29237157416646653, 0.6703726266357259 ], "n_claims": 26, "n_errors": 0, "n_evaluated": 26, "n_not_evaluated": 0, "n_score_eligible": 26, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 3, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.5614970317550454 ] } } }, "metrics_by_split_target_and_reference_basis": { "external_transfer": { "ad_aging": { "constructed_control": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 14, "n_errors": 0, "n_evaluated": 14, "n_not_evaluated": 0, "n_score_eligible": 14, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 14, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.2153108027376358 ] }, "literature": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 7, "confirmable_claim_recall_wilson_95": [ 0.0, 0.35433043506668743 ], "n_claims": 17, "n_errors": 0, "n_evaluated": 7, "n_not_evaluated": 0, "n_score_eligible": 7, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null } }, "psychosis": { "constructed_control": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 8, "n_errors": 0, "n_evaluated": 8, "n_not_evaluated": 0, "n_score_eligible": 8, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 8, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.32440756488388023 ] }, "literature": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 11, "confirmable_claim_recall_wilson_95": [ 0.0, 0.2588329669680317 ], "n_claims": 21, "n_errors": 0, "n_evaluated": 19, "n_not_evaluated": 0, "n_score_eligible": 19, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 8, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.32440756488388023 ] } } }, "scientific": { "ad_aging": { "literature": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.85, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.6818181818181818, 1.0 ], "confirmable_claim_recall_count": 17, "confirmable_claim_recall_denominator": 20, "confirmable_claim_recall_wilson_95": [ 0.6395811352592431, 0.9476312541037835 ], "n_claims": 53, "n_errors": 0, "n_evaluated": 21, "n_not_evaluated": 0, "n_score_eligible": 21, "unsafe_confirmation_cluster_bootstrap_95": [ 1.0, 1.0 ], "unsafe_confirmation_count": 1, "unsafe_confirmation_denominator": 1, "unsafe_confirmation_rate": 1.0, "unsafe_confirmation_wilson_95": [ 0.20654931437723745, 1.0 ] } }, "adhd": { "literature": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.4, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.8 ], "confirmable_claim_recall_count": 2, "confirmable_claim_recall_denominator": 5, "confirmable_claim_recall_wilson_95": [ 0.11762077423264783, 0.769275718723987 ], "n_claims": 57, "n_errors": 0, "n_evaluated": 14, "n_not_evaluated": 0, "n_score_eligible": 14, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.3333333333333333 ], "unsafe_confirmation_count": 1, "unsafe_confirmation_denominator": 9, "unsafe_confirmation_rate": 0.1111111111111111, "unsafe_confirmation_wilson_95": [ 0.019890887638544907, 0.434999705576656 ] } }, "asd": { "literature": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 8, "confirmable_claim_recall_wilson_95": [ 0.0, 0.32440756488388023 ], "n_claims": 60, "n_errors": 0, "n_evaluated": 14, "n_not_evaluated": 0, "n_score_eligible": 14, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 6, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.3903342879021653 ] } }, "normative_fmri": { "literature": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.5, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 1.0 ], "confirmable_claim_recall_count": 1, "confirmable_claim_recall_denominator": 2, "confirmable_claim_recall_wilson_95": [ 0.09453120573423074, 0.9054687942657693 ], "n_claims": 51, "n_errors": 0, "n_evaluated": 2, "n_not_evaluated": 0, "n_score_eligible": 2, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null } }, "psychosis": { "literature": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0625, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.13636363636363635 ], "confirmable_claim_recall_count": 1, "confirmable_claim_recall_denominator": 16, "confirmable_claim_recall_wilson_95": [ 0.01111934476464252, 0.28328737570298945 ], "n_claims": 58, "n_errors": 0, "n_evaluated": 19, "n_not_evaluated": 0, "n_score_eligible": 19, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 3, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.5614970317550454 ] } } }, "synthetic_safety": { "synthetic_stress": { "constructed_control": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 150, "n_errors": 0, "n_evaluated": 150, "n_not_evaluated": 0, "n_score_eligible": 150, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 150, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.0249702443680766 ] } } } }, "metrics_by_split_target_reference_basis_and_strength": { "external_transfer": { "ad_aging": { "constructed_control": { "constructed": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 14, "n_errors": 0, "n_evaluated": 14, "n_not_evaluated": 0, "n_score_eligible": 14, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 14, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.2153108027376358 ] } }, "literature": { "evidence_gap": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 10, "n_errors": 0, "n_evaluated": 0, "n_not_evaluated": 0, "n_score_eligible": 0, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 2, "confirmable_claim_recall_wilson_95": [ 0.0, 0.6576197724933469 ], "n_claims": 2, "n_errors": 0, "n_evaluated": 2, "n_not_evaluated": 0, "n_score_eligible": 2, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 5, "confirmable_claim_recall_wilson_95": [ 0.0, 0.43448246478317476 ], "n_claims": 5, "n_errors": 0, "n_evaluated": 5, "n_not_evaluated": 0, "n_score_eligible": 5, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null } } }, "psychosis": { "constructed_control": { "constructed": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 8, "n_errors": 0, "n_evaluated": 8, "n_not_evaluated": 0, "n_score_eligible": 8, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 8, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.32440756488388023 ] } }, "literature": { "evidence_gap": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 2, "n_errors": 0, "n_evaluated": 0, "n_not_evaluated": 0, "n_score_eligible": 0, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 3, "n_errors": 0, "n_evaluated": 3, "n_not_evaluated": 0, "n_score_eligible": 3, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 3, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.5614970317550454 ] }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 11, "confirmable_claim_recall_wilson_95": [ 0.0, 0.2588329669680317 ], "n_claims": 16, "n_errors": 0, "n_evaluated": 16, "n_not_evaluated": 0, "n_score_eligible": 16, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 5, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.43448246478317476 ] } } } }, "scientific": { "ad_aging": { "literature": { "evidence_gap": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 32, "n_errors": 0, "n_evaluated": 0, "n_not_evaluated": 0, "n_score_eligible": 0, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.875, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.625, 1.0 ], "confirmable_claim_recall_count": 7, "confirmable_claim_recall_denominator": 8, "confirmable_claim_recall_wilson_95": [ 0.5291118177871464, 0.9775825085499433 ], "n_claims": 9, "n_errors": 0, "n_evaluated": 9, "n_not_evaluated": 0, "n_score_eligible": 9, "unsafe_confirmation_cluster_bootstrap_95": [ 1.0, 1.0 ], "unsafe_confirmation_count": 1, "unsafe_confirmation_denominator": 1, "unsafe_confirmation_rate": 1.0, "unsafe_confirmation_wilson_95": [ 0.20654931437723745, 1.0 ] }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.8333333333333334, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.5833333333333334, 1.0 ], "confirmable_claim_recall_count": 10, "confirmable_claim_recall_denominator": 12, "confirmable_claim_recall_wilson_95": [ 0.5519691377470266, 0.9530348578161463 ], "n_claims": 12, "n_errors": 0, "n_evaluated": 12, "n_not_evaluated": 0, "n_score_eligible": 12, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null } } }, "adhd": { "literature": { "evidence_gap": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 43, "n_errors": 0, "n_evaluated": 0, "n_not_evaluated": 0, "n_score_eligible": 0, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.4, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.8 ], "confirmable_claim_recall_count": 2, "confirmable_claim_recall_denominator": 5, "confirmable_claim_recall_wilson_95": [ 0.11762077423264783, 0.769275718723987 ], "n_claims": 13, "n_errors": 0, "n_evaluated": 13, "n_not_evaluated": 0, "n_score_eligible": 13, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.375 ], "unsafe_confirmation_count": 1, "unsafe_confirmation_denominator": 8, "unsafe_confirmation_rate": 0.125, "unsafe_confirmation_wilson_95": [ 0.02241749145005667, 0.4708881822128535 ] }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 1, "n_errors": 0, "n_evaluated": 1, "n_not_evaluated": 0, "n_score_eligible": 1, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 1, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.7934506856227626 ] } } }, "asd": { "literature": { "evidence_gap": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 46, "n_errors": 0, "n_evaluated": 0, "n_not_evaluated": 0, "n_score_eligible": 0, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 5, "confirmable_claim_recall_wilson_95": [ 0.0, 0.43448246478317476 ], "n_claims": 9, "n_errors": 0, "n_evaluated": 9, "n_not_evaluated": 0, "n_score_eligible": 9, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 4, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.4898908364545973 ] }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 3, "confirmable_claim_recall_wilson_95": [ 0.0, 0.5614970317550454 ], "n_claims": 5, "n_errors": 0, "n_evaluated": 5, "n_not_evaluated": 0, "n_score_eligible": 5, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 2, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.6576197724933469 ] } } }, "normative_fmri": { "literature": { "evidence_gap": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 49, "n_errors": 0, "n_evaluated": 0, "n_not_evaluated": 0, "n_score_eligible": 0, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 1, "confirmable_claim_recall_wilson_95": [ 0.0, 0.7934506856227626 ], "n_claims": 1, "n_errors": 0, "n_evaluated": 1, "n_not_evaluated": 0, "n_score_eligible": 1, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 1.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 1.0, 1.0 ], "confirmable_claim_recall_count": 1, "confirmable_claim_recall_denominator": 1, "confirmable_claim_recall_wilson_95": [ 0.20654931437723745, 1.0 ], "n_claims": 1, "n_errors": 0, "n_evaluated": 1, "n_not_evaluated": 0, "n_score_eligible": 1, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null } } }, "psychosis": { "literature": { "evidence_gap": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 39, "n_errors": 0, "n_evaluated": 0, "n_not_evaluated": 0, "n_score_eligible": 0, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null }, "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.1111111111111111, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.25 ], "confirmable_claim_recall_count": 1, "confirmable_claim_recall_denominator": 9, "confirmable_claim_recall_wilson_95": [ 0.019890887638544907, 0.434999705576656 ], "n_claims": 12, "n_errors": 0, "n_evaluated": 12, "n_not_evaluated": 0, "n_score_eligible": 12, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 3, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.5614970317550454 ] }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.0, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.0, 0.0 ], "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 7, "confirmable_claim_recall_wilson_95": [ 0.0, 0.35433043506668743 ], "n_claims": 7, "n_errors": 0, "n_evaluated": 7, "n_not_evaluated": 0, "n_score_eligible": 7, "unsafe_confirmation_cluster_bootstrap_95": null, "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 0, "unsafe_confirmation_rate": null, "unsafe_confirmation_wilson_95": null } } } }, "synthetic_safety": { "synthetic_stress": { "constructed_control": { "constructed": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 150, "n_errors": 0, "n_evaluated": 150, "n_not_evaluated": 0, "n_score_eligible": 150, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 150, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.0249702443680766 ] } } } } }, "outcome_coverage": { "completed_claim_count": 489, "confirm_outcome_counts": { "abstained": 424, "confirmed": 65 }, "error_claim_count": 0, "not_evaluated_claim_count": 0 }, "primary_scientific_literature": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.4117647058823529, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.28, 0.5714285714285714 ], "confirmable_claim_recall_count": 21, "confirmable_claim_recall_denominator": 51, "confirmable_claim_recall_wilson_95": [ 0.2875439520458094, 0.5483466279362843 ], "n_claims": 70, "n_errors": 0, "n_evaluated": 70, "n_not_evaluated": 0, "n_score_eligible": 70, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.2777777777777778 ], "unsafe_confirmation_count": 2, "unsafe_confirmation_denominator": 19, "unsafe_confirmation_rate": 0.10526315789473684, "unsafe_confirmation_wilson_95": [ 0.02935856029887013, 0.31394082711109006 ] }, "provenance": { "benchmark_claims_payload_sha256": "4ecf76cef32508d44057c7e91821ba5be1cbc77d50c34130c6e9533a10f16b78", "task_outcomes_payload_sha256": "3e9e782766f60ea04e2180ec9af42cdc5b479bff6506f0671e91116a0e8a0925" }, "scientific_literature_sensitivity": { "provisional": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.35714285714285715, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.18518518518518517, 0.5333333333333333 ], "confirmable_claim_recall_count": 10, "confirmable_claim_recall_denominator": 28, "confirmable_claim_recall_wilson_95": [ 0.2070582950773768, 0.5416969348557219 ], "n_claims": 44, "n_errors": 0, "n_evaluated": 44, "n_not_evaluated": 0, "n_score_eligible": 44, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.3333333333333333 ], "unsafe_confirmation_count": 2, "unsafe_confirmation_denominator": 16, "unsafe_confirmation_rate": 0.125, "unsafe_confirmation_wilson_95": [ 0.03497748774324047, 0.36022827265758695 ] }, "strict": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": 0.4782608695652174, "confirmable_claim_recall_cluster_bootstrap_95": [ 0.2608695652173913, 0.7083333333333334 ], "confirmable_claim_recall_count": 11, "confirmable_claim_recall_denominator": 23, "confirmable_claim_recall_wilson_95": [ 0.29237157416646653, 0.6703726266357259 ], "n_claims": 26, "n_errors": 0, "n_evaluated": 26, "n_not_evaluated": 0, "n_score_eligible": 26, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 3, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.5614970317550454 ] } }, "synthetic_constructed_controls": { "cluster_bootstrap_resamples": 2000, "cluster_bootstrap_seed": 20260723, "confirmable_claim_recall": null, "confirmable_claim_recall_cluster_bootstrap_95": null, "confirmable_claim_recall_count": 0, "confirmable_claim_recall_denominator": 0, "confirmable_claim_recall_wilson_95": null, "n_claims": 150, "n_errors": 0, "n_evaluated": 150, "n_not_evaluated": 0, "n_score_eligible": 150, "unsafe_confirmation_cluster_bootstrap_95": [ 0.0, 0.0 ], "unsafe_confirmation_count": 0, "unsafe_confirmation_denominator": 150, "unsafe_confirmation_rate": 0.0, "unsafe_confirmation_wilson_95": [ 0.0, 0.0249702443680766 ] }, "unresolved_verdict_distribution": { "external_transfer": { "abstained": 12 }, "scientific": { "abstained": 167, "confirmed": 42 }, "synthetic_safety": {} } }