{
  "schema_version": 2,
  "provenance": {
    "study_revision": "expanded-panel-paired-repeat-v1",
    "published": "2026-08-25",
    "croma_version": "1.0.0",
    "source": "output/studies/apd",
    "apd_summary_sha256": "76d4cc240ea20f772da1c8b293549e7af5d12140dede33fbb1d55ab033d4a25a",
    "joined_summary_sha256": "aec4dc6b4f4ff3fa2b91441ea7edf85f34564a6f43134360304118c719c965ba",
    "raw_cells_sha256": "5429312ba08f4934b958429ade68d8f6b97025ad23d7a52468627515b2abf0da",
    "repeats": 20,
    "croma_radius_m": 5,
    "interval": "paired-repeat Student-t 95%"
  },
  "cohorts": [
    {
      "slug": "camelyon",
      "label": "Camelyon",
      "chance": 0.5,
      "cramers_v": [
        0.0,
        0.1428571429,
        0.2857142857,
        0.4285714286,
        0.5714285714,
        0.7142857143,
        0.8571428571,
        1.0
      ],
      "association": {
        "descriptive": false,
        "regimes": {
          "id": {
            "n": 25,
            "spearman_rho": 0.9384615385,
            "trend": {
              "slope": 0.2931782414,
              "intercept": -0.104549707,
              "x_min": -0.4426145889,
              "x_max": 0.3240403856
            }
          },
          "ood": {
            "n": 25,
            "spearman_rho": 0.7423076923,
            "trend": {
              "slope": 0.1106497823,
              "intercept": -0.033320079,
              "x_min": -0.4426145889,
              "x_max": 0.3240403856
            }
          }
        }
      },
      "models": [
        {
          "model": "Virchow2",
          "registry_model": "Virchow2",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1985267244,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9871875,
              "mean_normalized_trajectory": [
                0.0,
                0.0013683985,
                -0.0160786829,
                -0.0203121659,
                -0.0288646568,
                -0.0339961514,
                -0.0697028009,
                -0.2335257644
              ],
              "ci95_low": [
                0.0,
                -0.0062032627,
                -0.0362192203,
                -0.0405742865,
                -0.0513202601,
                -0.0562260635,
                -0.108671312,
                -0.3085904615
              ],
              "ci95_high": [
                0.0,
                0.0089400598,
                0.0040618545,
                -5.00454e-05,
                -0.0064090536,
                -0.0117662392,
                -0.0307342898,
                -0.1584610673
              ],
              "nipd": -0.0406212774
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9949050135,
              "mean_normalized_trajectory": [
                0.0,
                0.004885232,
                -0.0047723536,
                -0.0030139403,
                -0.0018316658,
                -0.0092853236,
                -0.013661065,
                -0.0272315348
              ],
              "ci95_low": [
                0.0,
                0.0003533598,
                -0.0136028554,
                -0.0118537649,
                -0.0084628565,
                -0.027154206,
                -0.0336201615,
                -0.0480179056
              ],
              "ci95_high": [
                0.0,
                0.0094171042,
                0.0040581483,
                0.0058258843,
                0.0047995248,
                0.0085835587,
                0.0062980316,
                -0.0064451641
              ],
              "nipd": -0.0058992691
            }
          }
        },
        {
          "model": "Virchow",
          "registry_model": "Virchow",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1551570738,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9821458333,
              "mean_normalized_trajectory": [
                0.0,
                0.0019012228,
                0.006092555,
                -0.0039320745,
                -0.0158147172,
                -0.0269195869,
                -0.0453700903,
                -0.2281899494
              ],
              "ci95_low": [
                0.0,
                -0.0128807271,
                -0.0061986251,
                -0.0173985008,
                -0.0363651989,
                -0.0536165685,
                -0.0726360895,
                -0.3225165828
              ],
              "ci95_high": [
                0.0,
                0.0166831727,
                0.018383735,
                0.0095343518,
                0.0047357645,
                -0.0002226053,
                -0.0181040911,
                -0.1338633161
              ],
              "nipd": -0.0283053808
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9841009346,
              "mean_normalized_trajectory": [
                0.0,
                0.009870751,
                0.0113720543,
                0.0014637823,
                0.0020622627,
                0.0046339964,
                -0.0055406849,
                -0.0452768526
              ],
              "ci95_low": [
                0.0,
                -0.0152346079,
                -0.0107545991,
                -0.024830377,
                -0.0129523832,
                -0.0194064942,
                -0.0227805473,
                -0.0779853279
              ],
              "ci95_high": [
                0.0,
                0.03497611,
                0.0334987078,
                0.0277579416,
                0.0170769086,
                0.028674487,
                0.0116991775,
                -0.0125683772
              ],
              "nipd": 0.0001748194
            }
          }
        },
        {
          "model": "UNI2-h",
          "registry_model": "UNI2-h",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0448954285,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9856458333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0190468019,
                -0.0045901077,
                -0.0157865385,
                -0.0255673287,
                -0.080691519,
                -0.2158637553,
                -0.4462700013
              ],
              "ci95_low": [
                0.0,
                -0.0500402115,
                -0.0149389234,
                -0.034498544,
                -0.0438105228,
                -0.1448750042,
                -0.2909809023,
                -0.5396222076
              ],
              "ci95_high": [
                0.0,
                0.0119466076,
                0.005758708,
                0.0029254669,
                -0.0073241347,
                -0.0165080339,
                -0.1407466084,
                -0.3529177949
              ],
              "nipd": -0.0835258646
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9850388978,
              "mean_normalized_trajectory": [
                0.0,
                0.0101016622,
                0.0145721712,
                0.015565532,
                0.0170540556,
                0.0138572046,
                -0.0514735339,
                -0.2026629228
              ],
              "ci95_low": [
                0.0,
                -0.0029545669,
                -0.0003697121,
                -2.3279e-06,
                0.0023599234,
                -0.0088991422,
                -0.1007336287,
                -0.2816757858
              ],
              "ci95_high": [
                0.0,
                0.0231578913,
                0.0295140546,
                0.0311333918,
                0.0317481878,
                0.0366135514,
                -0.0022134392,
                -0.1236500598
              ],
              "nipd": -0.01166491
            }
          }
        },
        {
          "model": "UNI",
          "registry_model": "UNI",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.0336057524,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.982625,
              "mean_normalized_trajectory": [
                0.0,
                -0.0167918501,
                -0.0222740223,
                -0.054303721,
                -0.0941897609,
                -0.1610118277,
                -0.4409911077,
                -0.8840110507
              ],
              "ci95_low": [
                0.0,
                -0.0373672374,
                -0.0452770731,
                -0.0941712044,
                -0.1433896228,
                -0.2197404087,
                -0.5416549184,
                -0.9278631498
              ],
              "ci95_high": [
                0.0,
                0.0037835371,
                0.0007290285,
                -0.0144362376,
                -0.0449898989,
                -0.1022832466,
                -0.340327297,
                -0.8401589515
              ],
              "nipd": -0.1759382593
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9851933911,
              "mean_normalized_trajectory": [
                0.0,
                0.0107576984,
                0.0016854655,
                0.0036641493,
                -0.0009157031,
                -0.0091950329,
                -0.0979480887,
                -0.3360460058
              ],
              "ci95_low": [
                0.0,
                -0.0001174007,
                -0.0094967172,
                -0.0106414623,
                -0.0207963601,
                -0.031563868,
                -0.1336052773,
                -0.380275405
              ],
              "ci95_high": [
                0.0,
                0.0216327975,
                0.0128676481,
                0.0179697609,
                0.0189649539,
                0.0131738023,
                -0.0622909001,
                -0.2918166065
              ],
              "nipd": -0.0371392163
            }
          }
        },
        {
          "model": "CONCHv1.5",
          "registry_model": "CONCHv1.5",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1870136811,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9690416667,
              "mean_normalized_trajectory": [
                0.0,
                -0.000932753,
                0.001154837,
                -0.0056409345,
                -0.0212312339,
                -0.0282046726,
                -0.0471706494,
                -0.2503331261
              ],
              "ci95_low": [
                0.0,
                -0.0145681502,
                -0.0097820294,
                -0.0187023403,
                -0.0370211927,
                -0.050509396,
                -0.0759426744,
                -0.3592436315
              ],
              "ci95_high": [
                0.0,
                0.0127026443,
                0.0120917034,
                0.0074204712,
                -0.0054412751,
                -0.0058999493,
                -0.0183986244,
                -0.1414226206
              ],
              "nipd": -0.0324559956
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9793639126,
              "mean_normalized_trajectory": [
                0.0,
                0.0055281378,
                -0.0006998526,
                -0.0017168925,
                -0.009750311,
                -0.0041919326,
                -0.0125873527,
                -0.1251503049
              ],
              "ci95_low": [
                0.0,
                -0.0046135018,
                -0.0123537639,
                -0.0159523745,
                -0.0232882441,
                -0.0137805861,
                -0.0286967402,
                -0.1770229941
              ],
              "ci95_high": [
                0.0,
                0.0156697774,
                0.0109540588,
                0.0125185894,
                0.0037876222,
                0.0053967209,
                0.0035220347,
                -0.0732776156
              ],
              "nipd": -0.0122847651
            }
          }
        },
        {
          "model": "CONCH",
          "registry_model": "CONCH",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.196336039,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9714166667,
              "mean_normalized_trajectory": [
                0.0,
                0.002519003,
                -0.0051263921,
                -0.0088828001,
                -0.0206823405,
                -0.0345147605,
                -0.0490984621,
                -0.3666696129
              ],
              "ci95_low": [
                0.0,
                -0.0070496994,
                -0.0155157543,
                -0.0219324828,
                -0.0400439888,
                -0.0551635171,
                -0.0812045456,
                -0.5035029371
              ],
              "ci95_high": [
                0.0,
                0.0120877054,
                0.0052629702,
                0.0041668827,
                -0.0013206922,
                -0.0138660039,
                -0.0169923786,
                -0.2298362887
              ],
              "nipd": -0.0427315084
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9829370949,
              "mean_normalized_trajectory": [
                0.0,
                0.0066636774,
                0.0049630527,
                0.0025952905,
                -9.39252e-05,
                -0.0130342648,
                -0.0085761245,
                -0.2322114956
              ],
              "ci95_low": [
                0.0,
                0.0023066641,
                -0.0008386311,
                -0.0064643178,
                -0.0081253908,
                -0.0306312212,
                -0.0220639327,
                -0.338144702
              ],
              "ci95_high": [
                0.0,
                0.0110206907,
                0.0107647366,
                0.0116548989,
                0.0079375404,
                0.0045626917,
                0.0049116836,
                -0.1262782891
              ],
              "nipd": -0.0176554345
            }
          }
        },
        {
          "model": "H-optimus-1",
          "registry_model": "H-optimus-1",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0818226464,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9913333333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0072506784,
                -0.0078867028,
                -0.0113636364,
                -0.0335820896,
                -0.0625424016,
                -0.1734226594,
                -0.4169776119
              ],
              "ci95_low": [
                0.0,
                -0.0156704854,
                -0.0163179487,
                -0.0192315976,
                -0.0559713155,
                -0.0926676136,
                -0.2404633161,
                -0.5024457318
              ],
              "ci95_high": [
                0.0,
                0.0011691285,
                0.000544543,
                -0.0034956752,
                -0.0111928636,
                -0.0324171896,
                -0.1063820028,
                -0.3315094921
              ],
              "nipd": -0.0720767106
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9947933352,
              "mean_normalized_trajectory": [
                0.0,
                -0.0046949174,
                -0.001748725,
                -0.002331045,
                -0.0030425566,
                -0.0069442217,
                -0.0365033669,
                -0.163134221
              ],
              "ci95_low": [
                0.0,
                -0.0134566084,
                -0.0056730218,
                -0.0058166014,
                -0.0073439858,
                -0.0141189821,
                -0.0621538434,
                -0.1936158186
              ],
              "ci95_high": [
                0.0,
                0.0040667737,
                0.0021755718,
                0.0011545114,
                0.0012588727,
                0.0002305386,
                -0.0108528905,
                -0.1326526235
              ],
              "nipd": -0.0195474204
            }
          }
        },
        {
          "model": "H-optimus-0",
          "registry_model": "H-optimus-0",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0450075696,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9822916667,
              "mean_normalized_trajectory": [
                0.0,
                -0.0019438445,
                -0.0033693305,
                -0.0322678186,
                -0.0321814255,
                -0.0997408207,
                -0.2728293737,
                -0.6499784017
              ],
              "ci95_low": [
                0.0,
                -0.0188302042,
                -0.0151538124,
                -0.0630100129,
                -0.0527966766,
                -0.1379425695,
                -0.3597641504,
                -0.7303967162
              ],
              "ci95_high": [
                0.0,
                0.0149425152,
                0.0084151515,
                -0.0015256243,
                -0.0115661744,
                -0.061539072,
                -0.1858945969,
                -0.5695600873
              ],
              "nipd": -0.109617402
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9826939775,
              "mean_normalized_trajectory": [
                0.0,
                0.0018548456,
                0.0064766075,
                -0.0003702558,
                0.0043760792,
                -0.0142607148,
                -0.013294938,
                -0.0786403037
              ],
              "ci95_low": [
                0.0,
                -0.0079543182,
                -0.0040106939,
                -0.0146069718,
                -0.0062936293,
                -0.0364274662,
                -0.0297794475,
                -0.1144456505
              ],
              "ci95_high": [
                0.0,
                0.0116640093,
                0.016963909,
                0.0138664603,
                0.0150457877,
                0.0079060367,
                0.0031895716,
                -0.0428349569
              ],
              "nipd": -0.0077912183
            }
          }
        },
        {
          "model": "H0-mini",
          "registry_model": "H0-mini",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.166648027,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9800833333,
              "mean_normalized_trajectory": [
                0.0,
                0.0019961812,
                -0.0026037146,
                -0.0123676445,
                -0.0093299774,
                -0.0256031939,
                -0.0557628884,
                -0.2956084013
              ],
              "ci95_low": [
                0.0,
                -0.015002742,
                -0.0193171829,
                -0.0309984285,
                -0.0289567593,
                -0.0461599219,
                -0.081567019,
                -0.3979347911
              ],
              "ci95_high": [
                0.0,
                0.0189951045,
                0.0141097536,
                0.0062631395,
                0.0102968044,
                -0.0050464659,
                -0.0299587578,
                -0.1932820115
              ],
              "nipd": -0.0359250626
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9864825322,
              "mean_normalized_trajectory": [
                0.0,
                0.0049796573,
                -0.0024950343,
                0.0022054651,
                0.0075098236,
                0.0026424346,
                -0.0073879645,
                -0.1167386094
              ],
              "ci95_low": [
                0.0,
                -0.0139812046,
                -0.0298757676,
                -0.0113761355,
                -0.0091886746,
                -0.0079231569,
                -0.0200042678,
                -0.1636361345
              ],
              "ci95_high": [
                0.0,
                0.0239405193,
                0.0248856989,
                0.0157870658,
                0.0242083218,
                0.0132080262,
                0.0052283388,
                -0.0698410842
              ],
              "nipd": -0.0072735604
            }
          }
        },
        {
          "model": "Prov-GigaPath",
          "registry_model": "Prov-GigaPath",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0087159532,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9807708333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0079299736,
                -0.0085799714,
                -0.0287732374,
                -0.071803094,
                -0.1141829527,
                -0.2893357022,
                -0.6474411752
              ],
              "ci95_low": [
                0.0,
                -0.0277664447,
                -0.0272653982,
                -0.0542918467,
                -0.1104912918,
                -0.1685345061,
                -0.385356467,
                -0.7506503419
              ],
              "ci95_high": [
                0.0,
                0.0119064975,
                0.0101054554,
                -0.0032546282,
                -0.0331148962,
                -0.0598313994,
                -0.1933149374,
                -0.5442320085
              ],
              "nipd": -0.1206179313
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9828030609,
              "mean_normalized_trajectory": [
                0.0,
                0.0035106148,
                0.0061622834,
                0.0084249173,
                -0.0076159442,
                0.0039834201,
                -0.0701349844,
                -0.2015043882
              ],
              "ci95_low": [
                0.0,
                -0.0037337563,
                -0.0045983584,
                0.0004706871,
                -0.0256309954,
                -0.0074584633,
                -0.1200321745,
                -0.2695064495
              ],
              "ci95_high": [
                0.0,
                0.0107549858,
                0.0169229252,
                0.0163791475,
                0.0103991071,
                0.0154253036,
                -0.0202377943,
                -0.133502327
              ],
              "nipd": -0.0223459839
            }
          }
        },
        {
          "model": "Midnight-12k",
          "registry_model": "Midnight-12k",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.108118121,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9778333333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0052755494,
                -0.010725497,
                -0.0336588769,
                -0.0418991978,
                -0.0905563307,
                -0.1240408092,
                -0.4359522149
              ],
              "ci95_low": [
                0.0,
                -0.0227860322,
                -0.0223328849,
                -0.050941569,
                -0.0675698609,
                -0.1337946024,
                -0.1772273967,
                -0.532381472
              ],
              "ci95_high": [
                0.0,
                0.0122349335,
                0.0008818908,
                -0.0163761847,
                -0.0162285346,
                -0.0473180589,
                -0.0708542217,
                -0.3395229577
              ],
              "nipd": -0.0748760526
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9752078624,
              "mean_normalized_trajectory": [
                0.0,
                0.0042829362,
                0.010958285,
                -0.012284702,
                0.0077438645,
                0.0136909782,
                0.0123865079,
                -0.042180986
              ],
              "ci95_low": [
                0.0,
                -0.011529907,
                -0.0068516623,
                -0.0314721591,
                -0.0133441972,
                -0.0074179481,
                -0.0036314583,
                -0.0826620915
              ],
              "ci95_high": [
                0.0,
                0.0200957794,
                0.0287682323,
                0.0069027551,
                0.0288319263,
                0.0347999045,
                0.0284044741,
                -0.0016998805
              ],
              "nipd": 0.0022410538
            }
          }
        },
        {
          "model": "Prost40M",
          "registry_model": "Prost40M",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.3182588639,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9270416667,
              "mean_normalized_trajectory": [
                0.0,
                0.0421016685,
                0.017562689,
                -0.028197873,
                -0.0654698019,
                -0.1286954825,
                -0.3980388331,
                -0.9095521514
              ],
              "ci95_low": [
                0.0,
                -0.0014317368,
                -0.0155269636,
                -0.0716827527,
                -0.1384474521,
                -0.2127538727,
                -0.4921235289,
                -0.9733500873
              ],
              "ci95_high": [
                0.0,
                0.0856350737,
                0.0506523417,
                0.0152870068,
                0.0075078483,
                -0.0446370922,
                -0.3039541372,
                -0.8457542156
              ],
              "nipd": -0.145073387
            },
            "ood": {
              "baseline_balanced_accuracy": 0.8942678533,
              "mean_normalized_trajectory": [
                0.0,
                0.1166040238,
                0.016319307,
                0.0141570517,
                0.0020449918,
                -0.0191558433,
                -0.19030796,
                -0.5382033144
              ],
              "ci95_low": [
                0.0,
                0.0264058784,
                -0.0614343934,
                -0.1092587173,
                -0.1363620548,
                -0.1487826546,
                -0.3220383238,
                -0.6954798062
              ],
              "ci95_high": [
                0.0,
                0.2068021693,
                0.0940730075,
                0.1375728207,
                0.1404520385,
                0.1104709679,
                -0.0585775962,
                -0.3809268226
              ],
              "nipd": -0.0470628694
            }
          }
        },
        {
          "model": "Phikon",
          "registry_model": "Phikon",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.1958589758,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9597916667,
              "mean_normalized_trajectory": [
                0.0,
                0.0043497961,
                -0.0011780698,
                -0.0432714092,
                -0.0487539647,
                -0.1278205709,
                -0.3849569551,
                -0.8585863163
              ],
              "ci95_low": [
                0.0,
                -0.0533390726,
                -0.0561719527,
                -0.0882573817,
                -0.1049845228,
                -0.1963514588,
                -0.4756070463,
                -0.9215366067
              ],
              "ci95_high": [
                0.0,
                0.0620386648,
                0.0538158132,
                0.0017145634,
                0.0074765935,
                -0.059289683,
                -0.294306864,
                -0.7956360258
              ],
              "nipd": -0.1472749045
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9554496325,
              "mean_normalized_trajectory": [
                0.0,
                -0.0044140104,
                0.0020251288,
                -0.0404354671,
                -0.0038934164,
                -0.030773937,
                -0.1542290552,
                -0.3271339752
              ],
              "ci95_low": [
                0.0,
                -0.0767848534,
                -0.0654909321,
                -0.1231106507,
                -0.0714629448,
                -0.0933931085,
                -0.2471865106,
                -0.403369525
              ],
              "ci95_high": [
                0.0,
                0.0679568325,
                0.0695411896,
                0.0422397166,
                0.0636761119,
                0.0318452345,
                -0.0612715998,
                -0.2508984255
              ],
              "nipd": -0.0564696779
            }
          }
        },
        {
          "model": "Phikon-v2",
          "registry_model": "Phikon-v2",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.2083667588,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9698958333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0148082465,
                -0.0234537796,
                -0.0558634449,
                -0.1161604966,
                -0.1949900244,
                -0.4998004877,
                -0.9712258923
              ],
              "ci95_low": [
                0.0,
                -0.0480089621,
                -0.0510245864,
                -0.0986077464,
                -0.1747493426,
                -0.2707674914,
                -0.605933474,
                -0.9945817811
              ],
              "ci95_high": [
                0.0,
                0.0183924691,
                0.0041170271,
                -0.0131191434,
                -0.0575716505,
                -0.1192125573,
                -0.3936675014,
                -0.9478700035
              ],
              "nipd": -0.198669918
            },
            "ood": {
              "baseline_balanced_accuracy": 0.961945089,
              "mean_normalized_trajectory": [
                0.0,
                -0.0212271669,
                -0.0469892703,
                -0.0797238076,
                -0.0862717628,
                -0.14909264,
                -0.4427433617,
                -0.7437254253
              ],
              "ci95_low": [
                0.0,
                -0.0703356763,
                -0.1016381406,
                -0.1505867754,
                -0.1422752767,
                -0.2055105087,
                -0.542887455,
                -0.7937211309
              ],
              "ci95_high": [
                0.0,
                0.0278813425,
                0.0076595999,
                -0.0088608398,
                -0.030268249,
                -0.0926747713,
                -0.3425992683,
                -0.6937297197
              ],
              "nipd": -0.1711301031
            }
          }
        },
        {
          "model": "Hibou-L",
          "registry_model": "Hibou-L",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.4426145889,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9581666667,
              "mean_normalized_trajectory": [
                0.0,
                0.0357402692,
                0.0012731903,
                -0.0221898872,
                -0.072981084,
                -0.2212168061,
                -0.5291924336,
                -0.9494361586
              ],
              "ci95_low": [
                0.0,
                0.000389974,
                -0.032089629,
                -0.0640793457,
                -0.1213177392,
                -0.3104685466,
                -0.6452816498,
                -0.9955365564
              ],
              "ci95_high": [
                0.0,
                0.0710905643,
                0.0346360095,
                0.0196995713,
                -0.0246444289,
                -0.1319650657,
                -0.4131032175,
                -0.9033357608
              ],
              "nipd": -0.1833264044
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9435671941,
              "mean_normalized_trajectory": [
                0.0,
                0.0291343632,
                0.0199310864,
                0.0421415749,
                0.0310810491,
                0.0596971848,
                -0.0765840433,
                -0.3694779706
              ],
              "ci95_low": [
                0.0,
                -0.0279718103,
                -0.0402692676,
                -8.49453e-05,
                -0.0118454112,
                0.0109999415,
                -0.1306587154,
                -0.4308708473
              ],
              "ci95_high": [
                0.0,
                0.0862405368,
                0.0801314403,
                0.0843680952,
                0.0740075094,
                0.1083944281,
                -0.0225093713,
                -0.3080850939
              ],
              "nipd": -0.0113339672
            }
          }
        },
        {
          "model": "Hibou-B",
          "registry_model": "Hibou-B",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.088880231,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9669583333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0037030427,
                -0.0334166146,
                -0.0547425716,
                -0.1101097528,
                -0.1797983403,
                -0.5236459356,
                -0.8954671188
              ],
              "ci95_low": [
                0.0,
                -0.0289665344,
                -0.0631345642,
                -0.1035687681,
                -0.1678731734,
                -0.2547080929,
                -0.6504418123,
                -0.9362412378
              ],
              "ci95_high": [
                0.0,
                0.0215604489,
                -0.003698665,
                -0.0059163751,
                -0.0523463322,
                -0.1048885877,
                -0.3968500588,
                -0.8546929997
              ],
              "nipd": -0.1933071167
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9641524823,
              "mean_normalized_trajectory": [
                0.0,
                -0.0001222387,
                -0.0197422958,
                -0.0188883453,
                -0.0669413077,
                -0.0977598019,
                -0.2532059829,
                -0.3537240029
              ],
              "ci95_low": [
                0.0,
                -0.0186339566,
                -0.050546544,
                -0.0465260314,
                -0.1101922611,
                -0.1503953419,
                -0.3319626708,
                -0.3885619416
              ],
              "ci95_high": [
                0.0,
                0.0183894793,
                0.0110619525,
                0.0087493408,
                -0.0236903542,
                -0.0451242619,
                -0.1744492951,
                -0.3188860641
              ],
              "nipd": -0.0905031391
            }
          }
        },
        {
          "model": "mSTAR",
          "registry_model": "mSTAR",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0224871824,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9838333333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0304426455,
                -0.02751464,
                -0.0496899759,
                -0.0834481571,
                -0.1386927317,
                -0.3845160179,
                -0.7137444023
              ],
              "ci95_low": [
                0.0,
                -0.0576669168,
                -0.0464242567,
                -0.0837129455,
                -0.128028724,
                -0.195846235,
                -0.4786993954,
                -0.8018665511
              ],
              "ci95_high": [
                0.0,
                -0.0032183743,
                -0.0086050233,
                -0.0156670063,
                -0.0388675901,
                -0.0815392283,
                -0.2903326404,
                -0.6256222536
              ],
              "nipd": -0.1530251956
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9864642435,
              "mean_normalized_trajectory": [
                0.0,
                0.0027614742,
                -0.0083006299,
                -0.0271213885,
                -0.0217386142,
                -0.0276001753,
                -0.12813556,
                -0.3283557455
              ],
              "ci95_low": [
                0.0,
                -0.0120704909,
                -0.0263055794,
                -0.0636933594,
                -0.0500146121,
                -0.0467225791,
                -0.1789211066,
                -0.3871938319
              ],
              "ci95_high": [
                0.0,
                0.0175934392,
                0.0097043196,
                0.0094505824,
                0.0065373837,
                -0.0084777715,
                -0.0773500134,
                -0.2695176592
              ],
              "nipd": -0.0534732524
            }
          }
        },
        {
          "model": "GPFM",
          "registry_model": "GPFM",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.1037983196,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.967875,
              "mean_normalized_trajectory": [
                0.0,
                0.0044972838,
                -0.0120224419,
                -0.0418113812,
                -0.0774334313,
                -0.1513937127,
                -0.4443405468,
                -0.7716181316
              ],
              "ci95_low": [
                0.0,
                -0.0180943547,
                -0.0388949469,
                -0.071977871,
                -0.1174461436,
                -0.2036235793,
                -0.5355852733,
                -0.8457726872
              ],
              "ci95_high": [
                0.0,
                0.0270889224,
                0.0148500631,
                -0.0116448915,
                -0.037420719,
                -0.0991638461,
                -0.3530958203,
                -0.697463576
              ],
              "nipd": -0.1583304708
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9656180731,
              "mean_normalized_trajectory": [
                0.0,
                0.0205524761,
                -0.0069066617,
                -0.0122157191,
                -0.0016542979,
                0.0131868529,
                -0.134384592,
                -0.3810088399
              ],
              "ci95_low": [
                0.0,
                -0.0074529936,
                -0.033451682,
                -0.052773678,
                -0.0361419605,
                -0.013447454,
                -0.2068855575,
                -0.4468923251
              ],
              "ci95_high": [
                0.0,
                0.0485579459,
                0.0196383587,
                0.0283422398,
                0.0328333647,
                0.0398211598,
                -0.0618836265,
                -0.3151253546
              ],
              "nipd": -0.0445609088
            }
          }
        },
        {
          "model": "MUSK",
          "registry_model": "MUSK",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0422597139,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9639583333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0075437809,
                -0.0212393354,
                -0.0404131118,
                -0.0498877414,
                -0.0770543332,
                -0.1401436911,
                -0.5480916031
              ],
              "ci95_low": [
                0.0,
                -0.0247391389,
                -0.0415044364,
                -0.0755591396,
                -0.0887711583,
                -0.1216103746,
                -0.187254755,
                -0.6692682051
              ],
              "ci95_high": [
                0.0,
                0.0096515772,
                -0.0009742345,
                -0.005267084,
                -0.0110043244,
                -0.0324982918,
                -0.0930326271,
                -0.426915001
              ],
              "nipd": -0.087189685
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9761487198,
              "mean_normalized_trajectory": [
                0.0,
                -0.0032483125,
                -0.0224592068,
                -0.039504804,
                -0.0288952043,
                -0.0233039043,
                -0.0495342767,
                -0.3217326988
              ],
              "ci95_low": [
                0.0,
                -0.0185154246,
                -0.0483745406,
                -0.0741183006,
                -0.0572588831,
                -0.0459043219,
                -0.0704252981,
                -0.412948446
              ],
              "ci95_high": [
                0.0,
                0.0120187995,
                0.003456127,
                -0.0048913073,
                -0.0005315255,
                -0.0007034867,
                -0.0286432553,
                -0.2305169517
              ],
              "nipd": -0.046830294
            }
          }
        },
        {
          "model": "GenBio-PathFM",
          "registry_model": "GenBio-PathFM",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1914288086,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9855625,
              "mean_normalized_trajectory": [
                0.0,
                -0.0064358347,
                -0.0038615008,
                -0.0174625649,
                -0.0181061484,
                -0.0312352512,
                -0.0776590724,
                -0.3042433604
              ],
              "ci95_low": [
                0.0,
                -0.0144038069,
                -0.0095388596,
                -0.03238352,
                -0.029219743,
                -0.0477016616,
                -0.1123170108,
                -0.4008316074
              ],
              "ci95_high": [
                0.0,
                0.0015321374,
                0.0018158579,
                -0.0025416098,
                -0.0069925537,
                -0.0147688408,
                -0.0430011339,
                -0.2076551133
              ],
              "nipd": -0.0438402932
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9939236865,
              "mean_normalized_trajectory": [
                0.0,
                0.0023300473,
                0.0007558535,
                -0.0102513795,
                -0.0025846925,
                -0.0050516855,
                -0.0104555099,
                -0.1149742892
              ],
              "ci95_low": [
                0.0,
                -0.0009399157,
                -0.0026898439,
                -0.0280431225,
                -0.0067458239,
                -0.0089080882,
                -0.0184642903,
                -0.172974566
              ],
              "ci95_high": [
                0.0,
                0.0056000102,
                0.0042015509,
                0.0075403635,
                0.0015764388,
                -0.0011952829,
                -0.0024467296,
                -0.0569740124
              ],
              "nipd": -0.0118206445
            }
          }
        },
        {
          "model": "RudolfV-2",
          "registry_model": "RudolfV 2",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.2432525732,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.990625,
              "mean_normalized_trajectory": [
                0.0,
                -0.0076433121,
                -0.0066666667,
                -0.0057749469,
                -0.0128237792,
                -0.0213163482,
                -0.0270063694,
                -0.1162632696
              ],
              "ci95_low": [
                0.0,
                -0.0175114915,
                -0.0138132071,
                -0.0120217244,
                -0.0221788927,
                -0.0378617182,
                -0.0393500839,
                -0.188830391
              ],
              "ci95_high": [
                0.0,
                0.0022248673,
                0.0004798738,
                0.0004718306,
                -0.0034686657,
                -0.0047709782,
                -0.014662655,
                -0.0436961482
              ],
              "nipd": -0.0199090082
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9960443021,
              "mean_normalized_trajectory": [
                0.0,
                0.0016127833,
                0.0027786611,
                0.0028833834,
                -0.0001427985,
                0.0013110906,
                0.0008204753,
                -0.0018192602
              ],
              "ci95_low": [
                0.0,
                -0.000435138,
                0.0006887029,
                0.0008642965,
                -0.0026427169,
                -0.0014170197,
                -0.001505808,
                -0.0061671728
              ],
              "ci95_high": [
                0.0,
                0.0036607046,
                0.0048686192,
                0.0049024702,
                0.0023571198,
                0.004039201,
                0.0031467587,
                0.0025286524
              ],
              "nipd": 0.0011934236
            }
          }
        },
        {
          "model": "RudolfV-2-B",
          "registry_model": "RudolfV 2-B",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.2353027311,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9877083333,
              "mean_normalized_trajectory": [
                0.0,
                -0.003630927,
                -0.0032891927,
                -0.0038872277,
                -0.0116189663,
                -0.0177274669,
                -0.0328919265,
                -0.1270824434
              ],
              "ci95_low": [
                0.0,
                -0.0129295313,
                -0.0091560004,
                -0.0117283652,
                -0.018903731,
                -0.0267784491,
                -0.0530597873,
                -0.1909151141
              ],
              "ci95_high": [
                0.0,
                0.0056676774,
                0.0025776151,
                0.0039539098,
                -0.0043342015,
                -0.0086764847,
                -0.0127240658,
                -0.0632497727
              ],
              "nipd": -0.0195124184
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9962486963,
              "mean_normalized_trajectory": [
                0.0,
                0.000656482,
                0.0004531571,
                0.0005558251,
                -0.0016666709,
                -0.0006532642,
                -0.0007398432,
                -0.0018871406
              ],
              "ci95_low": [
                0.0,
                -0.0024925347,
                -0.0025694145,
                -0.0028782367,
                -0.0048168959,
                -0.0042055966,
                -0.0045096234,
                -0.0053416629
              ],
              "ci95_high": [
                0.0,
                0.0038054987,
                0.0034757287,
                0.0039898869,
                0.0014835542,
                0.0028990682,
                0.003029937,
                0.0015673817
              ],
              "nipd": -0.0003339835
            }
          }
        },
        {
          "model": "RudolfV-2-S",
          "registry_model": "RudolfV 2-S",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.3240403856,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9855625,
              "mean_normalized_trajectory": [
                0.0,
                -0.000300339,
                0.0018449393,
                0.0006435835,
                -0.0031321062,
                -0.0036898786,
                -0.0117990303,
                -0.074441155
              ],
              "ci95_low": [
                0.0,
                -0.0097497334,
                -0.0053878576,
                -0.0075558109,
                -0.0072900018,
                -0.0101447436,
                -0.0292278897,
                -0.1136305925
              ],
              "ci95_high": [
                0.0,
                0.0091490555,
                0.0090777362,
                0.0088429779,
                0.0010257894,
                0.0027649865,
                0.0056298291,
                -0.0352517175
              ],
              "nipd": -0.0076647727
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9955826435,
              "mean_normalized_trajectory": [
                0.0,
                0.0034682675,
                0.0040730204,
                0.0009966442,
                0.0031662937,
                0.0036228792,
                -0.0042175631,
                -0.0149082285
              ],
              "ci95_low": [
                0.0,
                -0.0024535644,
                -0.0011524196,
                -0.0062848482,
                -0.0023169616,
                -0.0029548648,
                -0.0175850609,
                -0.0270987994
              ],
              "ci95_high": [
                0.0,
                0.0093900993,
                0.0092984605,
                0.0082781366,
                0.0086495491,
                0.0102006232,
                0.0091499348,
                -0.0027176577
              ],
              "nipd": 0.000522204
            }
          }
        },
        {
          "model": "Mascaret",
          "registry_model": "Mascaret",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.2852974308,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.97425,
              "mean_normalized_trajectory": [
                0.0,
                0.0072922158,
                0.0105429626,
                0.0103233175,
                0.0018010894,
                -0.0057547004,
                -0.032771042,
                -0.0865840801
              ],
              "ci95_low": [
                0.0,
                -0.0221400259,
                -0.015643251,
                -0.0163983795,
                -0.0281042629,
                -0.0285994581,
                -0.0647904335,
                -0.1339868749
              ],
              "ci95_high": [
                0.0,
                0.0367244575,
                0.0367291762,
                0.0370450146,
                0.0317064418,
                0.0170900573,
                -0.0007516505,
                -0.0391812853
              ],
              "nipd": -0.0074083139
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9880645419,
              "mean_normalized_trajectory": [
                0.0,
                0.0042295173,
                0.0043033875,
                0.0017414968,
                0.0029133494,
                -0.0028726057,
                -0.0110812995,
                -0.0380636106
              ],
              "ci95_low": [
                0.0,
                -0.002662815,
                -0.0026313167,
                -0.0041799147,
                -0.0047581479,
                -0.0099049442,
                -0.0204902675,
                -0.0546367777
              ],
              "ci95_high": [
                0.0,
                0.0111218496,
                0.0112380917,
                0.0076629083,
                0.0105848467,
                0.0041597327,
                -0.0016723314,
                -0.0214904435
              ],
              "nipd": -0.0028282799
            }
          }
        },
        {
          "model": "Phaet",
          "registry_model": "Phaet",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1114165613,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9711875,
              "mean_normalized_trajectory": [
                0.0,
                -0.0056152452,
                -0.0125127117,
                -0.027501437,
                -0.0454525357,
                -0.0625635584,
                -0.106424371,
                -0.3784763673
              ],
              "ci95_low": [
                0.0,
                -0.0232743509,
                -0.032533197,
                -0.0450805338,
                -0.0723470818,
                -0.0943544702,
                -0.1442954606,
                -0.4792880912
              ],
              "ci95_high": [
                0.0,
                0.0120438606,
                0.0075077737,
                -0.0099223401,
                -0.0185579896,
                -0.0307726465,
                -0.0685532815,
                -0.2776646435
              ],
              "nipd": -0.0641868632
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9767498515,
              "mean_normalized_trajectory": [
                0.0,
                0.0230116966,
                0.0116040802,
                -0.0074298267,
                -0.0080355988,
                0.002326531,
                -0.0591807094,
                -0.2069790905
              ],
              "ci95_low": [
                0.0,
                0.008199054,
                -0.0050857544,
                -0.0241134977,
                -0.0331163421,
                -0.0261034675,
                -0.0919359636,
                -0.2714964649
              ],
              "ci95_high": [
                0.0,
                0.0378243391,
                0.0282939147,
                0.0092538442,
                0.0170451446,
                0.0307565294,
                -0.0264254553,
                -0.1424617161
              ],
              "nipd": -0.0201704818
            }
          }
        },
        {
          "model": "DINOv2-B",
          "registry_model": "DINOv2-B",
          "panel": "tile",
          "ranked": false,
          "is_control": true,
          "croma_median_m5": 0.0497348399,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9364791667,
              "mean_normalized_trajectory": [
                0.0,
                0.0034843206,
                -0.0044866593,
                -0.0390434824,
                -0.0510715479,
                -0.1028113217,
                -0.2163619875,
                -0.7300367524
              ],
              "ci95_low": [
                0.0,
                -0.0120127995,
                -0.0298701843,
                -0.0696820907,
                -0.0877435565,
                -0.1446044058,
                -0.2615878427,
                -0.7937634764
              ],
              "ci95_high": [
                0.0,
                0.0189814406,
                0.0208968656,
                -0.0084048742,
                -0.0143995393,
                -0.0610182375,
                -0.1711361323,
                -0.6663100284
              ],
              "nipd": -0.1107584364
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9401448624,
              "mean_normalized_trajectory": [
                0.0,
                -0.0290155595,
                -0.0528997023,
                -0.0721090984,
                -0.1239398547,
                -0.1098046783,
                -0.2047242117,
                -0.7589098576
              ],
              "ci95_low": [
                0.0,
                -0.061678129,
                -0.0876127268,
                -0.1194932379,
                -0.1804230408,
                -0.1635599673,
                -0.2748802166,
                -0.8382610817
              ],
              "ci95_high": [
                0.0,
                0.0036470099,
                -0.0181866778,
                -0.0247249588,
                -0.0674566686,
                -0.0560493893,
                -0.1345682068,
                -0.6795586336
              ],
              "nipd": -0.1388497191
            }
          }
        }
      ]
    },
    {
      "slug": "tcga-4x4",
      "label": "TCGA-4\u00d74",
      "chance": 0.25,
      "cramers_v": [
        0.0,
        0.2041241452,
        0.3535533906,
        0.5,
        0.6770032004,
        0.8416254115,
        1.0
      ],
      "association": {
        "descriptive": false,
        "regimes": {
          "id": {
            "n": 25,
            "spearman_rho": 0.9084615385,
            "trend": {
              "slope": 0.2394929256,
              "intercept": -0.059041326,
              "x_min": -0.0104313569,
              "x_max": 0.3962500356
            }
          },
          "ood": {
            "n": 25,
            "spearman_rho": 0.8907692308,
            "trend": {
              "slope": 0.4135274686,
              "intercept": -0.072854026,
              "x_min": -0.0104313569,
              "x_max": 0.3962500356
            }
          }
        }
      },
      "models": [
        {
          "model": "Virchow2",
          "registry_model": "Virchow2",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1277332426,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8167361111,
              "mean_normalized_trajectory": [
                0.0,
                -0.0036147531,
                0.0151329494,
                -0.0088224482,
                -0.0123146673,
                -0.0154392844,
                -0.0333905159
              ],
              "ci95_low": [
                0.0,
                -0.0254120134,
                -0.0114881807,
                -0.0380940782,
                -0.0435265347,
                -0.0508623775,
                -0.0682523416
              ],
              "ci95_high": [
                0.0,
                0.0181825073,
                0.0417540795,
                0.0204491818,
                0.0188972001,
                0.0199838087,
                0.0014713099
              ],
              "nipd": -0.0070681025
            },
            "ood": {
              "baseline_balanced_accuracy": 0.783,
              "mean_normalized_trajectory": [
                0.0,
                -0.009967167,
                0.0270090682,
                0.0013680425,
                -0.0206769856,
                0.0111006879,
                -0.0471388368
              ],
              "ci95_low": [
                0.0,
                -0.0370736462,
                -0.0074886897,
                -0.0258854045,
                -0.0536558122,
                -0.0290119988,
                -0.0897193889
              ],
              "ci95_high": [
                0.0,
                0.0171393122,
                0.0615068261,
                0.0286214895,
                0.0123018409,
                0.0512133747,
                -0.0045582847
              ],
              "nipd": -0.0030169962
            }
          }
        },
        {
          "model": "Virchow",
          "registry_model": "Virchow",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0919446097,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7756944444,
              "mean_normalized_trajectory": [
                0.0,
                -0.0055482166,
                0.0047556143,
                -0.0055482166,
                -0.042007926,
                -0.03665786,
                -0.1234478203
              ],
              "ci95_low": [
                0.0,
                -0.0313753061,
                -0.0243518192,
                -0.0398242053,
                -0.0811940129,
                -0.0812935794,
                -0.1576120375
              ],
              "ci95_high": [
                0.0,
                0.0202788728,
                0.0338630477,
                0.028727772,
                -0.0028218391,
                0.0079778595,
                -0.0892836031
              ],
              "nipd": -0.0240457166
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7382083333,
              "mean_normalized_trajectory": [
                0.0,
                0.0009388069,
                0.0482632073,
                0.0211231544,
                -0.0279508407,
                -0.0276521294,
                -0.1183323376
              ],
              "ci95_low": [
                0.0,
                -0.0268100725,
                0.0070768439,
                -0.0053673692,
                -0.0645793045,
                -0.0722475828,
                -0.1539143095
              ],
              "ci95_high": [
                0.0,
                0.0286876863,
                0.0894495707,
                0.047613678,
                0.0086776232,
                0.016943324,
                -0.0827503658
              ],
              "nipd": -0.0078884928
            }
          }
        },
        {
          "model": "UNI2-h",
          "registry_model": "UNI2-h",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.074675779,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8357291667,
              "mean_normalized_trajectory": [
                0.0,
                -0.0134566364,
                -0.0023119331,
                -0.0291066453,
                -0.0768273164,
                -0.0427411228,
                -0.1198648408
              ],
              "ci95_low": [
                0.0,
                -0.0275371041,
                -0.0198546326,
                -0.0486406105,
                -0.0993944252,
                -0.0626269766,
                -0.1434173915
              ],
              "ci95_high": [
                0.0,
                0.0006238312,
                0.0152307664,
                -0.0095726801,
                -0.0542602075,
                -0.0228552689,
                -0.0963122902
              ],
              "nipd": -0.0369455889
            },
            "ood": {
              "baseline_balanced_accuracy": 0.8440208333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0139936169,
                0.0030512398,
                -0.0154666293,
                -0.0595868551,
                -0.0513450005,
                -0.1257671939
              ],
              "ci95_low": [
                0.0,
                -0.0365732991,
                -0.020717422,
                -0.039948421,
                -0.0894794403,
                -0.0814105381,
                -0.1589808077
              ],
              "ci95_high": [
                0.0,
                0.0085860652,
                0.0268199016,
                0.0090151625,
                -0.0296942699,
                -0.0212794629,
                -0.0925535801
              ],
              "nipd": -0.0329531816
            }
          }
        },
        {
          "model": "UNI",
          "registry_model": "UNI",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0474373949,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7974652778,
              "mean_normalized_trajectory": [
                0.0,
                -0.0242278176,
                -0.0030443331,
                -0.0336779349,
                -0.0790258134,
                -0.0519439335,
                -0.1085177903
              ],
              "ci95_low": [
                0.0,
                -0.0475287461,
                -0.0278150298,
                -0.0605133067,
                -0.1106543694,
                -0.0797881913,
                -0.1359019134
              ],
              "ci95_high": [
                0.0,
                -0.0009268891,
                0.0217263636,
                -0.0068425632,
                -0.0473972574,
                -0.0240996758,
                -0.0811336672
              ],
              "nipd": -0.040660552
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7712708333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0395267975,
                0.00111906,
                -0.0185843891,
                -0.077934535,
                -0.0705807122,
                -0.1409615923
              ],
              "ci95_low": [
                0.0,
                -0.0741301789,
                -0.0341024682,
                -0.0481169757,
                -0.1209255788,
                -0.1032860229,
                -0.1757030157
              ],
              "ci95_high": [
                0.0,
                -0.0049234161,
                0.0363405882,
                0.0109481975,
                -0.0349434912,
                -0.0378754015,
                -0.1062201688
              ],
              "nipd": -0.0457006717
            }
          }
        },
        {
          "model": "CONCHv1.5",
          "registry_model": "CONCHv1.5",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1530003583,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7767013889,
              "mean_normalized_trajectory": [
                0.0,
                0.0004614675,
                0.0126573934,
                -0.0056035335,
                0.0005273914,
                0.0179313073,
                -0.0083064144
              ],
              "ci95_low": [
                0.0,
                -0.0175626638,
                -0.0071003147,
                -0.0330217454,
                -0.0237899741,
                0.0009112307,
                -0.0382908411
              ],
              "ci95_high": [
                0.0,
                0.0184855987,
                0.0324151015,
                0.0218146784,
                0.0248447569,
                0.0349513838,
                0.0216780123
              ],
              "nipd": 0.0033760544
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7413333333,
              "mean_normalized_trajectory": [
                0.0,
                0.0284514925,
                0.0420624152,
                0.0101339891,
                0.0429104478,
                0.0413415875,
                0.0034345319
              ],
              "ci95_low": [
                0.0,
                -0.0095250867,
                0.0155500283,
                -0.0250654362,
                0.0060836659,
                0.0185386821,
                -0.0426296267
              ],
              "ci95_high": [
                0.0,
                0.0664280718,
                0.0685748021,
                0.0453334144,
                0.0797372296,
                0.0641444929,
                0.0494986905
              ],
              "nipd": 0.027169327
            }
          }
        },
        {
          "model": "CONCH",
          "registry_model": "CONCH",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1464486246,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7528125,
              "mean_normalized_trajectory": [
                0.0,
                -0.000759616,
                -0.0089082246,
                -0.014985153,
                -0.0408120986,
                -0.0115323527,
                -0.0509633313
              ],
              "ci95_low": [
                0.0,
                -0.0142442464,
                -0.0373479458,
                -0.0409095496,
                -0.0724446076,
                -0.0387244124,
                -0.0936431827
              ],
              "ci95_high": [
                0.0,
                0.0127250143,
                0.0195314966,
                0.0109392436,
                -0.0091795896,
                0.0156597069,
                -0.0082834798
              ],
              "nipd": -0.0167449489
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7105416667,
              "mean_normalized_trajectory": [
                0.0,
                0.0240658645,
                0.004387949,
                -0.0382701529,
                -0.0370035285,
                -0.0239753913,
                -0.0604360807
              ],
              "ci95_low": [
                0.0,
                0.0014054029,
                -0.0327659546,
                -0.0818850452,
                -0.0922205891,
                -0.0709304465,
                -0.1120506679
              ],
              "ci95_high": [
                0.0,
                0.046726326,
                0.0415418526,
                0.0053447394,
                0.0182135322,
                0.0229796639,
                -0.0088214935
              ],
              "nipd": -0.0162642386
            }
          }
        },
        {
          "model": "H-optimus-1",
          "registry_model": "H-optimus-1",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0879418185,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8564930556,
              "mean_normalized_trajectory": [
                0.0,
                -0.023301082,
                0.0029770424,
                -0.0103051468,
                -0.0491212,
                -0.0416785939,
                -0.102879716
              ],
              "ci95_low": [
                0.0,
                -0.0410217796,
                -0.0143487244,
                -0.0272771365,
                -0.0693887496,
                -0.0636119066,
                -0.1259088077
              ],
              "ci95_high": [
                0.0,
                -0.0055803845,
                0.0203028093,
                0.0066668428,
                -0.0288536503,
                -0.0197452813,
                -0.0798506244
              ],
              "nipd": -0.0286135873
            },
            "ood": {
              "baseline_balanced_accuracy": 0.8352708333,
              "mean_normalized_trajectory": [
                0.0,
                -0.018438757,
                0.0195422347,
                -0.0065140782,
                -0.0280852882,
                -0.0058021571,
                -0.0505819955
              ],
              "ci95_low": [
                0.0,
                -0.0443586155,
                -0.0085162427,
                -0.0317998173,
                -0.0531724938,
                -0.0370695402,
                -0.0829867561
              ],
              "ci95_high": [
                0.0,
                0.0074811015,
                0.0476007121,
                0.0187716608,
                -0.0029980825,
                0.025465226,
                -0.0181772349
              ],
              "nipd": -0.011161808
            }
          }
        },
        {
          "model": "H-optimus-0",
          "registry_model": "H-optimus-0",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0541466285,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8123958333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0097548929,
                0.0045070075,
                -0.0249428907,
                -0.0759399889,
                -0.0688399086,
                -0.134160647
              ],
              "ci95_low": [
                0.0,
                -0.0307652798,
                -0.0248361873,
                -0.0559556042,
                -0.1105281121,
                -0.1025574024,
                -0.1703310585
              ],
              "ci95_high": [
                0.0,
                0.011255494,
                0.0338502022,
                0.0060698229,
                -0.0413518657,
                -0.0351224148,
                -0.0979902356
              ],
              "nipd": -0.0398044357
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7903958333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0143413393,
                0.0258683835,
                -0.002968503,
                -0.0505416554,
                -0.0371255638,
                -0.1104899958
              ],
              "ci95_low": [
                0.0,
                -0.0465709825,
                -0.0124458151,
                -0.0430238414,
                -0.0912580203,
                -0.087283115,
                -0.1499179171
              ],
              "ci95_high": [
                0.0,
                0.0178883039,
                0.0641825821,
                0.0370868353,
                -0.0098252905,
                0.0130319874,
                -0.0710620744
              ],
              "nipd": -0.0225666603
            }
          }
        },
        {
          "model": "H0-mini",
          "registry_model": "H0-mini",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1211738757,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8088888889,
              "mean_normalized_trajectory": [
                0.0,
                -0.0329895626,
                0.0234219682,
                -0.0230492048,
                -0.0682157058,
                -0.0098782306,
                -0.1044980119
              ],
              "ci95_low": [
                0.0,
                -0.0592946983,
                -0.0010439455,
                -0.0586421676,
                -0.1083125301,
                -0.0430934849,
                -0.1329969222
              ],
              "ci95_high": [
                0.0,
                -0.0066844269,
                0.0478878818,
                0.012543758,
                -0.0281188814,
                0.0233370236,
                -0.0759991017
              ],
              "nipd": -0.0276167614
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7531875,
              "mean_normalized_trajectory": [
                0.0,
                -0.0078251149,
                0.0574255786,
                0.0094398211,
                -0.0468678839,
                0.0163540761,
                -0.112325591
              ],
              "ci95_low": [
                0.0,
                -0.0387338152,
                0.0231325645,
                -0.0339486805,
                -0.0954298437,
                -0.035591067,
                -0.1599996163
              ],
              "ci95_high": [
                0.0,
                0.0230835854,
                0.0917185927,
                0.0528283227,
                0.0016940759,
                0.0682992192,
                -0.0646515657
              ],
              "nipd": -0.0056204553
            }
          }
        },
        {
          "model": "Prov-GigaPath",
          "registry_model": "Prov-GigaPath",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0509705321,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7954861111,
              "mean_normalized_trajectory": [
                0.0,
                -0.0211330363,
                -0.0046467218,
                -0.0339274348,
                -0.1099299809,
                -0.1056015277,
                -0.2093570974
              ],
              "ci95_low": [
                0.0,
                -0.041426207,
                -0.0217173893,
                -0.0536934424,
                -0.1370953627,
                -0.1340464664,
                -0.2377059735
              ],
              "ci95_high": [
                0.0,
                -0.0008398656,
                0.0124239456,
                -0.0141614271,
                -0.0827645991,
                -0.077156589,
                -0.1810082212
              ],
              "nipd": -0.0623205032
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7750208333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0196420777,
                0.0077377882,
                -0.0236498552,
                -0.0675766835,
                -0.0755128765,
                -0.1536446966
              ],
              "ci95_low": [
                0.0,
                -0.0385254043,
                -0.0145284558,
                -0.0508110165,
                -0.1015994416,
                -0.1121549621,
                -0.1720180105
              ],
              "ci95_high": [
                0.0,
                -0.0007587511,
                0.0300040322,
                0.0035113062,
                -0.0335539253,
                -0.0388707909,
                -0.1352713828
              ],
              "nipd": -0.0420571925
            }
          }
        },
        {
          "model": "Midnight-12k",
          "registry_model": "Midnight-12k",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.3962500356,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8728125,
              "mean_normalized_trajectory": [
                0.0,
                -0.005630819,
                -0.0020627753,
                -0.0169482076,
                -0.0301053688,
                -0.0206277527,
                -0.0373529576
              ],
              "ci95_low": [
                0.0,
                -0.0159578814,
                -0.0184238164,
                -0.0342951372,
                -0.0499974435,
                -0.0412440929,
                -0.0660173154
              ],
              "ci95_high": [
                0.0,
                0.0046962434,
                0.0142982659,
                0.000398722,
                -0.0102132941,
                -1.14124e-05,
                -0.0086885998
              ],
              "nipd": -0.0154731157
            },
            "ood": {
              "baseline_balanced_accuracy": 0.755,
              "mean_normalized_trajectory": [
                0.0,
                0.0122937294,
                0.0208745875,
                0.0438118812,
                0.0454620462,
                0.0819719472,
                0.062830033
              ],
              "ci95_low": [
                0.0,
                -0.0091480665,
                -0.0083345642,
                0.0146651846,
                0.0159862878,
                0.0530638822,
                0.0350762783
              ],
              "ci95_high": [
                0.0,
                0.0337355253,
                0.0500837391,
                0.0729585778,
                0.0749378046,
                0.1108800122,
                0.0905837877
              ],
              "nipd": 0.0383260341
            }
          }
        },
        {
          "model": "Prost40M",
          "registry_model": "Prost40M",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.0104313569,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.6315972222,
              "mean_normalized_trajectory": [
                0.0,
                -0.0282074613,
                -0.0433121019,
                -0.1030937216,
                -0.2520473157,
                -0.2278434941,
                -0.4420382166
              ],
              "ci95_low": [
                0.0,
                -0.0825348108,
                -0.0909233924,
                -0.1548696962,
                -0.3011522881,
                -0.2930322138,
                -0.513317119
              ],
              "ci95_high": [
                0.0,
                0.0261198881,
                0.0042991885,
                -0.0513177469,
                -0.2029423434,
                -0.1626547744,
                -0.3707593141
              ],
              "nipd": -0.1429198007
            },
            "ood": {
              "baseline_balanced_accuracy": 0.5543958333,
              "mean_normalized_trajectory": [
                0.0,
                -0.1068373144,
                -0.016494422,
                -0.1633016221,
                -0.3670522209,
                -0.3969611936,
                -0.6777085757
              ],
              "ci95_low": [
                0.0,
                -0.1842947973,
                -0.1161104832,
                -0.2556024176,
                -0.465002217,
                -0.4938345565,
                -0.7724004959
              ],
              "ci95_high": [
                0.0,
                -0.0293798314,
                0.0831216392,
                -0.0710008266,
                -0.2691022249,
                -0.3000878307,
                -0.5830166556
              ],
              "nipd": -0.2282081262
            }
          }
        },
        {
          "model": "Phikon",
          "registry_model": "Phikon",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0363412876,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7876388889,
              "mean_normalized_trajectory": [
                0.0,
                -0.0195685869,
                0.005683286,
                -0.0648411263,
                -0.1537070524,
                -0.11159907,
                -0.3092870059
              ],
              "ci95_low": [
                0.0,
                -0.0514644764,
                -0.0151429234,
                -0.0980228386,
                -0.1949769457,
                -0.1521194729,
                -0.3387140221
              ],
              "ci95_high": [
                0.0,
                0.0123273025,
                0.0265094954,
                -0.0316594141,
                -0.1124371592,
                -0.0710786671,
                -0.2798599898
              ],
              "nipd": -0.0818747115
            },
            "ood": {
              "baseline_balanced_accuracy": 0.743875,
              "mean_normalized_trajectory": [
                0.0,
                -0.026828651,
                0.0129924914,
                -0.0915380073,
                -0.1667932169,
                -0.1540960094,
                -0.3669535139
              ],
              "ci95_low": [
                0.0,
                -0.064957237,
                -0.0253842393,
                -0.1451964143,
                -0.2237649371,
                -0.2158384389,
                -0.4055887488
              ],
              "ci95_high": [
                0.0,
                0.0112999351,
                0.0513692221,
                -0.0378796002,
                -0.1098214967,
                -0.09235358,
                -0.3283182789
              ],
              "nipd": -0.100059289
            }
          }
        },
        {
          "model": "Phikon-v2",
          "registry_model": "Phikon-v2",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0286421506,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7741319444,
              "mean_normalized_trajectory": [
                0.0,
                0.0010599536,
                0.0018549188,
                -0.0310698907,
                -0.1365352766,
                -0.1043391852,
                -0.3003643591
              ],
              "ci95_low": [
                0.0,
                -0.029182418,
                -0.0254131011,
                -0.0646932601,
                -0.1730048947,
                -0.1425689192,
                -0.3372629707
              ],
              "ci95_high": [
                0.0,
                0.0313023253,
                0.0291229388,
                0.0025534788,
                -0.1000656585,
                -0.0661094512,
                -0.2634657474
              ],
              "nipd": -0.0685205995
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7115625,
              "mean_normalized_trajectory": [
                0.0,
                -0.0281200632,
                0.0305574362,
                -0.0160686075,
                -0.1248928007,
                -0.1055292259,
                -0.2822839088
              ],
              "ci95_low": [
                0.0,
                -0.0627814796,
                -0.0191104008,
                -0.0693560258,
                -0.1956825948,
                -0.1534859755,
                -0.3369583134
              ],
              "ci95_high": [
                0.0,
                0.0065413533,
                0.0802252733,
                0.0372188107,
                -0.0541030067,
                -0.0575724763,
                -0.2276095042
              ],
              "nipd": -0.0637784394
            }
          }
        },
        {
          "model": "Hibou-L",
          "registry_model": "Hibou-L",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.038856596,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7602777778,
              "mean_normalized_trajectory": [
                0.0,
                0.0066004355,
                0.0229994556,
                -0.0227953185,
                -0.1186037017,
                -0.1210533478,
                -0.2904872074
              ],
              "ci95_low": [
                0.0,
                -0.0208861069,
                0.0001251607,
                -0.0539721724,
                -0.1551914005,
                -0.1655339872,
                -0.3304291013
              ],
              "ci95_high": [
                0.0,
                0.0340869779,
                0.0458737505,
                0.0083815355,
                -0.0820160029,
                -0.0765727085,
                -0.2505453135
              ],
              "nipd": -0.0619291129
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7315833333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0101228586,
                0.0321854992,
                -0.008132895,
                -0.0744938571,
                -0.0798148469,
                -0.1792697699
              ],
              "ci95_low": [
                0.0,
                -0.0485212084,
                -0.0027645108,
                -0.0417127669,
                -0.1127784982,
                -0.1178080438,
                -0.2176994586
              ],
              "ci95_high": [
                0.0,
                0.0282754912,
                0.0671355092,
                0.0254469769,
                -0.036209216,
                -0.0418216499,
                -0.1408400811
              ],
              "nipd": -0.0381536765
            }
          }
        },
        {
          "model": "Hibou-B",
          "registry_model": "Hibou-B",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0363115854,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7565277778,
              "mean_normalized_trajectory": [
                0.0,
                0.014601042,
                0.0039758706,
                -0.0154236359,
                -0.0927474637,
                -0.0928160132,
                -0.2200438717
              ],
              "ci95_low": [
                0.0,
                -0.0027854645,
                -0.0213009892,
                -0.0412223003,
                -0.1265255168,
                -0.1306984701,
                -0.2671936614
              ],
              "ci95_high": [
                0.0,
                0.0319875485,
                0.0292527304,
                0.0103750286,
                -0.0589694105,
                -0.0549335562,
                -0.172894082
              ],
              "nipd": -0.0475818417
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7050416667,
              "mean_normalized_trajectory": [
                0.0,
                0.0124530721,
                0.0521930226,
                0.0168940573,
                -0.0498122883,
                -0.0297591796,
                -0.1641333211
              ],
              "ci95_low": [
                0.0,
                -0.0243210683,
                0.0014456915,
                -0.02627968,
                -0.1118922145,
                -0.077768444,
                -0.2192497381
              ],
              "ci95_high": [
                0.0,
                0.0492272125,
                0.1029403537,
                0.0600677947,
                0.012267638,
                0.0182500849,
                -0.1090169041
              ],
              "nipd": -0.0136569749
            }
          }
        },
        {
          "model": "mSTAR",
          "registry_model": "mSTAR",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0593593069,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8009722222,
              "mean_normalized_trajectory": [
                0.0,
                -0.0121628435,
                0.0074993698,
                -0.0201033527,
                -0.0596168389,
                -0.0259011848,
                -0.1003277036
              ],
              "ci95_low": [
                0.0,
                -0.0294957895,
                -0.011906492,
                -0.0432761916,
                -0.0840803782,
                -0.0507527075,
                -0.1331020922
              ],
              "ci95_high": [
                0.0,
                0.0051701026,
                0.0269052316,
                0.0030694863,
                -0.0351532997,
                -0.001049662,
                -0.0675533149
              ],
              "nipd": -0.0266028717
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7843125,
              "mean_normalized_trajectory": [
                0.0,
                -0.0363395329,
                0.0095527742,
                -0.0297890591,
                -0.0915506687,
                -0.0627753733,
                -0.1566654969
              ],
              "ci95_low": [
                0.0,
                -0.068439397,
                -0.020789917,
                -0.0622989025,
                -0.1245065943,
                -0.1023892736,
                -0.192978963
              ],
              "ci95_high": [
                0.0,
                -0.0042396688,
                0.0398954654,
                0.0027207842,
                -0.0585947431,
                -0.0231614731,
                -0.1203520309
              ],
              "nipd": -0.0480104543
            }
          }
        },
        {
          "model": "GPFM",
          "registry_model": "GPFM",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0372639299,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7499652778,
              "mean_normalized_trajectory": [
                0.0,
                -0.0175706646,
                0.0035419126,
                -0.0306271269,
                -0.0963261338,
                -0.0751441072,
                -0.2068893673
              ],
              "ci95_low": [
                0.0,
                -0.0400334865,
                -0.0166211133,
                -0.0569556948,
                -0.1222475903,
                -0.1092813408,
                -0.2364282795
              ],
              "ci95_high": [
                0.0,
                0.0048921573,
                0.0237049385,
                -0.004298559,
                -0.0704046772,
                -0.0410068737,
                -0.1773504551
              ],
              "nipd": -0.0525076598
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7085208333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0428006725,
                0.0174019719,
                -0.0532963788,
                -0.1401699305,
                -0.1608887273,
                -0.2655277387
              ],
              "ci95_low": [
                0.0,
                -0.0725257545,
                -0.0263684411,
                -0.105172347,
                -0.1905055175,
                -0.2207644138,
                -0.3043853673
              ],
              "ci95_high": [
                0.0,
                -0.0130755904,
                0.0611723849,
                -0.0014204105,
                -0.0898343435,
                -0.1010130409,
                -0.22667011
              ],
              "nipd": -0.0845636018
            }
          }
        },
        {
          "model": "MUSK",
          "registry_model": "MUSK",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.0510410861,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.6964930556,
              "mean_normalized_trajectory": [
                0.0,
                -0.0125204137,
                0.0083210203,
                0.0066879229,
                -0.0541255152,
                -0.0516369858,
                -0.1368691189
              ],
              "ci95_low": [
                0.0,
                -0.0390884493,
                -0.0165756489,
                -0.0232225827,
                -0.0933155254,
                -0.0885816225,
                -0.1925505954
              ],
              "ci95_high": [
                0.0,
                0.0140476218,
                0.0332176895,
                0.0365984284,
                -0.014935505,
                -0.014692349,
                -0.0811876424
              ],
              "nipd": -0.0283236306
            },
            "ood": {
              "baseline_balanced_accuracy": 0.6412708333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0569192269,
                0.0430222033,
                -0.0130983441,
                -0.0904637666,
                -0.0958947873,
                -0.2010010117
              ],
              "ci95_low": [
                0.0,
                -0.1081076514,
                -0.0019635185,
                -0.0608032895,
                -0.1564667799,
                -0.1502066834,
                -0.2577429973
              ],
              "ci95_high": [
                0.0,
                -0.0057308024,
                0.0880079251,
                0.0346066013,
                -0.0244607533,
                -0.0415828912,
                -0.144259026
              ],
              "nipd": -0.0526716474
            }
          }
        },
        {
          "model": "GenBio-PathFM",
          "registry_model": "GenBio-PathFM",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1553027308,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8379861111,
              "mean_normalized_trajectory": [
                0.0,
                0.0015353726,
                0.0123420338,
                0.0006495807,
                -0.013700248,
                -0.0062595961,
                -0.0215542695
              ],
              "ci95_low": [
                0.0,
                -0.0157490421,
                0.0024696231,
                -0.0162075172,
                -0.0350423056,
                -0.0217159385,
                -0.0486991977
              ],
              "ci95_high": [
                0.0,
                0.0188197874,
                0.0222144444,
                0.0175066787,
                0.0076418096,
                0.0091967463,
                0.0055906587
              ],
              "nipd": -0.0028555891
            },
            "ood": {
              "baseline_balanced_accuracy": 0.8383958333,
              "mean_normalized_trajectory": [
                0.0,
                0.0209609461,
                0.0240413554,
                0.020146585,
                0.0168183267,
                0.0410721241,
                0.0176326877
              ],
              "ci95_low": [
                0.0,
                0.0006104152,
                0.0062254728,
                -0.0049250223,
                -0.0031593466,
                0.0145742472,
                -0.0128554458
              ],
              "ci95_high": [
                0.0,
                0.0413114769,
                0.0418572379,
                0.0452181923,
                0.0367959999,
                0.067570001,
                0.0481208213
              ],
              "nipd": 0.0214223906
            }
          }
        },
        {
          "model": "RudolfV-2",
          "registry_model": "RudolfV 2",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1684538605,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8481597222,
              "mean_normalized_trajectory": [
                0.0,
                5.80484e-05,
                0.0083589714,
                -0.006617519,
                -0.0117838277,
                -0.0091136007,
                -0.0074882452
              ],
              "ci95_low": [
                0.0,
                -0.0145476196,
                -0.0061078681,
                -0.0209272283,
                -0.0292141118,
                -0.0256340281,
                -0.0281208411
              ],
              "ci95_high": [
                0.0,
                0.0146637164,
                0.0228258109,
                0.0076921903,
                0.0056464564,
                0.0074068266,
                0.0131443507
              ],
              "nipd": -0.0039009804
            },
            "ood": {
              "baseline_balanced_accuracy": 0.8231041667,
              "mean_normalized_trajectory": [
                0.0,
                0.007815624,
                0.0197389945,
                0.0155948962,
                0.0087607692,
                0.008651714,
                -0.0060343887
              ],
              "ci95_low": [
                0.0,
                -0.001522371,
                0.0063304354,
                0.0023600654,
                -0.0096069432,
                -0.0079344628,
                -0.0206162928
              ],
              "ci95_high": [
                0.0,
                0.017153619,
                0.0331475536,
                0.028829727,
                0.0271284816,
                0.0252378908,
                0.0085475153
              ],
              "nipd": 0.009239691
            }
          }
        },
        {
          "model": "RudolfV-2-B",
          "registry_model": "RudolfV 2-B",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1687335142,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8376388889,
              "mean_normalized_trajectory": [
                0.0,
                -0.0002363507,
                0.0047270149,
                0.0023044198,
                -0.0168399905,
                -0.0110493973,
                -0.0108721342
              ],
              "ci95_low": [
                0.0,
                -0.0119271118,
                -0.010163438,
                -0.0119941733,
                -0.0336759033,
                -0.0254274878,
                -0.0284470222
              ],
              "ci95_high": [
                0.0,
                0.0114544103,
                0.0196174678,
                0.0166030128,
                -4.0778e-06,
                0.0033286932,
                0.0067027537
              ],
              "nipd": -0.0044916737
            },
            "ood": {
              "baseline_balanced_accuracy": 0.8149791667,
              "mean_normalized_trajectory": [
                0.0,
                0.0106567351,
                0.0188797522,
                0.0128323316,
                0.00571555,
                0.0199491132,
                -0.0036137026
              ],
              "ci95_low": [
                0.0,
                -0.0016738934,
                0.0013525039,
                -0.0072428329,
                -0.0215240296,
                -0.0029120979,
                -0.0229634856
              ],
              "ci95_high": [
                0.0,
                0.0229873637,
                0.0364070006,
                0.0329074961,
                0.0329551295,
                0.0428103242,
                0.0157360805
              ],
              "nipd": 0.0106640805
            }
          }
        },
        {
          "model": "RudolfV-2-S",
          "registry_model": "RudolfV 2-S",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1920357483,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8274305556,
              "mean_normalized_trajectory": [
                0.0,
                -0.0004810583,
                0.0088995791,
                0.0009019844,
                -0.0111244738,
                -0.0083583885,
                -0.0110042093
              ],
              "ci95_low": [
                0.0,
                -0.0161778309,
                -0.0050801513,
                -0.0162267021,
                -0.0281574945,
                -0.027009642,
                -0.0306182903
              ],
              "ci95_high": [
                0.0,
                0.0152157142,
                0.0228793095,
                0.0180306708,
                0.0059085468,
                0.0102928651,
                0.0086098718
              ],
              "nipd": -0.0027440427
            },
            "ood": {
              "baseline_balanced_accuracy": 0.8071875,
              "mean_normalized_trajectory": [
                0.0,
                0.005384184,
                0.0221723687,
                0.0155916994,
                0.002916433,
                0.0136474107,
                -0.0042250888
              ],
              "ci95_low": [
                0.0,
                -0.0089539168,
                0.0006451663,
                -0.0020652402,
                -0.0211549401,
                -0.0059841183,
                -0.0226016029
              ],
              "ci95_high": [
                0.0,
                0.0197222847,
                0.0436995711,
                0.0332486389,
                0.026987806,
                0.0332789398,
                0.0141514253
              ],
              "nipd": 0.0091211241
            }
          }
        },
        {
          "model": "Mascaret",
          "registry_model": "Mascaret",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.2700972666,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.86875,
              "mean_normalized_trajectory": [
                0.0,
                -0.0071268238,
                -0.0017396184,
                -0.0041526375,
                -0.0020763187,
                -0.001010101,
                -0.0164983165
              ],
              "ci95_low": [
                0.0,
                -0.0227788057,
                -0.0198510483,
                -0.0229931465,
                -0.0222408438,
                -0.0191403029,
                -0.0368939983
              ],
              "ci95_high": [
                0.0,
                0.0085251581,
                0.0163718115,
                0.0146878715,
                0.0180882064,
                0.0171201009,
                0.0038973653
              ],
              "nipd": -0.0040130452
            },
            "ood": {
              "baseline_balanced_accuracy": 0.8202291667,
              "mean_normalized_trajectory": [
                0.0,
                0.0011325856,
                0.0100471302,
                0.0114354609,
                0.0094260349,
                0.015490848,
                0.0278031493
              ],
              "ci95_low": [
                0.0,
                -0.0169562224,
                -0.0032698751,
                -0.0050062024,
                -0.0071719788,
                -0.0062780606,
                0.014600057
              ],
              "ci95_high": [
                0.0,
                0.0192213936,
                0.0233641354,
                0.0278771241,
                0.0260240485,
                0.0372597566,
                0.0410062417
              ],
              "nipd": 0.009849455
            }
          }
        },
        {
          "model": "Phaet",
          "registry_model": "Phaet",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.081052676,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.7716666667,
              "mean_normalized_trajectory": [
                0.0,
                -0.002329606,
                0.0076544196,
                -0.0099840256,
                -0.038272098,
                -0.0160410011,
                -0.0458599574
              ],
              "ci95_low": [
                0.0,
                -0.0209895106,
                -0.0091664254,
                -0.0285557252,
                -0.0624894369,
                -0.0401938043,
                -0.0711958668
              ],
              "ci95_high": [
                0.0,
                0.0163302987,
                0.0244752646,
                0.0085876741,
                -0.0140547591,
                0.0081118022,
                -0.020524048
              ],
              "nipd": -0.0136535892
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7506458333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0181848446,
                0.0145645208,
                -0.0131080687,
                -0.0807706712,
                -0.0360367858,
                -0.0764429279
              ],
              "ci95_low": [
                0.0,
                -0.0428073185,
                -0.0031139801,
                -0.0399203395,
                -0.1150370794,
                -0.0593717922,
                -0.1138516391
              ],
              "ci95_high": [
                0.0,
                0.0064376294,
                0.0322430218,
                0.013704202,
                -0.046504263,
                -0.0127017794,
                -0.0390342167
              ],
              "nipd": -0.0288497616
            }
          }
        },
        {
          "model": "DINOv2-B",
          "registry_model": "DINOv2-B",
          "panel": "tile",
          "ranked": false,
          "is_control": true,
          "croma_median_m5": 0.0061337064,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.6165972222,
              "mean_normalized_trajectory": [
                0.0,
                0.0353286607,
                0.006156469,
                0.0192271263,
                -0.0593862474,
                -0.0837279788,
                -0.2025004736
              ],
              "ci95_low": [
                0.0,
                -0.0119842601,
                -0.0585804601,
                -0.0281932167,
                -0.1203249024,
                -0.1478580206,
                -0.2666287737
              ],
              "ci95_high": [
                0.0,
                0.0826415815,
                0.0708933981,
                0.0666474694,
                0.0015524076,
                -0.019597937,
                -0.1383721735
              ],
              "nipd": -0.0294357604
            },
            "ood": {
              "baseline_balanced_accuracy": 0.5597291667,
              "mean_normalized_trajectory": [
                0.0,
                -0.0447299388,
                -0.010223986,
                -0.0323535347,
                -0.1207372032,
                -0.2369005179,
                -0.3848792628
              ],
              "ci95_low": [
                0.0,
                -0.1001897893,
                -0.1104622594,
                -0.1057101223,
                -0.208287201,
                -0.321420299,
                -0.4669832297
              ],
              "ci95_high": [
                0.0,
                0.0107299117,
                0.0900142873,
                0.0410030529,
                -0.0331872054,
                -0.1523807369,
                -0.3027752959
              ],
              "nipd": -0.1040121487
            }
          }
        }
      ]
    },
    {
      "slug": "tolkach-esca",
      "label": "Tolkach-ESCA",
      "chance": 0.1666666667,
      "cramers_v": [
        0.0,
        0.3333333333,
        0.6666666667,
        1.0
      ],
      "association": {
        "descriptive": false,
        "regimes": {
          "id": {
            "n": 25,
            "spearman_rho": 0.9484615385,
            "trend": {
              "slope": 0.09464837,
              "intercept": -0.038509132,
              "x_min": 0.1112681424,
              "x_max": 0.584275795
            }
          },
          "ood": {
            "n": 25,
            "spearman_rho": 0.8115384615,
            "trend": {
              "slope": 0.0300501935,
              "intercept": -0.0118973234,
              "x_min": 0.1112681424,
              "x_max": 0.584275795
            }
          }
        }
      },
      "models": [
        {
          "model": "Virchow2",
          "registry_model": "Virchow2",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.3505309726,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9839791667,
              "mean_normalized_trajectory": [
                0.0,
                -0.0039509572,
                -0.0018352833,
                -0.0024470444
              ],
              "ci95_low": [
                0.0,
                -0.0088307921,
                -0.0067466522,
                -0.006790714
              ],
              "ci95_high": [
                0.0,
                0.0009288778,
                0.0030760856,
                0.0018966252
              ],
              "nipd": -0.0023365876
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9745416667,
              "mean_normalized_trajectory": [
                0.0,
                -0.0002063025,
                0.0014750632,
                0.0019805044
              ],
              "ci95_low": [
                0.0,
                -0.0028800278,
                -0.0007616672,
                -0.0011777192
              ],
              "ci95_high": [
                0.0,
                0.0024674227,
                0.0037117935,
                0.005138728
              ],
              "nipd": 0.0007530043
            }
          }
        },
        {
          "model": "Virchow",
          "registry_model": "Virchow",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.370720745,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9765625,
              "mean_normalized_trajectory": [
                0.0,
                -0.0012604502,
                -0.0074340836,
                -0.0099807074
              ],
              "ci95_low": [
                0.0,
                -0.0048432759,
                -0.0113784967,
                -0.0145098616
              ],
              "ci95_high": [
                0.0,
                0.0023223756,
                -0.0034896705,
                -0.0054515532
              ],
              "nipd": -0.0045616292
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9673833333,
              "mean_normalized_trajectory": [
                0.0,
                -0.000333035,
                -0.0039547905,
                -0.0036633849
              ],
              "ci95_low": [
                0.0,
                -0.0036565207,
                -0.0077633923,
                -0.0078868047
              ],
              "ci95_high": [
                0.0,
                0.0029904507,
                -0.0001461887,
                0.0005600349
              ],
              "nipd": -0.0020398393
            }
          }
        },
        {
          "model": "UNI2-h",
          "registry_model": "UNI2-h",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.220949506,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9718333333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0029755744,
                -0.0097805837,
                -0.0195352929
              ],
              "ci95_low": [
                0.0,
                -0.0089199675,
                -0.0190497449,
                -0.0289636171
              ],
              "ci95_high": [
                0.0,
                0.0029688187,
                -0.0005114225,
                -0.0101069687
              ],
              "nipd": -0.0075079349
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9715416667,
              "mean_normalized_trajectory": [
                0.0,
                0.0006419216,
                -0.0039964798,
                -0.0037997619
              ],
              "ci95_low": [
                0.0,
                -0.002102042,
                -0.0106279584,
                -0.0085613384
              ],
              "ci95_high": [
                0.0,
                0.0033858852,
                0.0026349988,
                0.0009618147
              ],
              "nipd": -0.0017514797
            }
          }
        },
        {
          "model": "UNI",
          "registry_model": "UNI",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1745558512,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9799791667,
              "mean_normalized_trajectory": [
                0.0,
                -0.0030738492,
                -0.0038423115,
                -0.0531519762
              ],
              "ci95_low": [
                0.0,
                -0.0088618259,
                -0.0089602781,
                -0.060591842
              ],
              "ci95_high": [
                0.0,
                0.0027141274,
                0.001275655,
                -0.0457121104
              ],
              "nipd": -0.0111640496
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9676833333,
              "mean_normalized_trajectory": [
                0.0,
                0.0004369447,
                0.0004889619,
                -0.0106947421
              ],
              "ci95_low": [
                0.0,
                -0.0031306461,
                -0.003150562,
                -0.0157195193
              ],
              "ci95_high": [
                0.0,
                0.0040045355,
                0.0041284859,
                -0.0056699649
              ],
              "nipd": -0.0014738215
            }
          }
        },
        {
          "model": "CONCHv1.5",
          "registry_model": "CONCHv1.5",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.391814614,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9727708333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0001292223,
                -0.0011888455,
                -0.0061768278
              ],
              "ci95_low": [
                0.0,
                -0.003993338,
                -0.0060809544,
                -0.0099576257
              ],
              "ci95_high": [
                0.0,
                0.0037348934,
                0.0037032633,
                -0.00239603
              ],
              "nipd": -0.0014688273
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9617916667,
              "mean_normalized_trajectory": [
                0.0,
                0.0027668606,
                0.001792171,
                -0.0001257664
              ],
              "ci95_low": [
                0.0,
                0.0014784709,
                -0.0004855907,
                -0.0015760945
              ],
              "ci95_high": [
                0.0,
                0.0040552502,
                0.0040699328,
                0.0013245617
              ],
              "nipd": 0.0014987161
            }
          }
        },
        {
          "model": "CONCH",
          "registry_model": "CONCH",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.4390514661,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9728958333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0009302566,
                0.0017313109,
                -0.0024290033
              ],
              "ci95_low": [
                0.0,
                -0.0070374563,
                -0.0027891619,
                -0.0078415146
              ],
              "ci95_high": [
                0.0,
                0.0051769431,
                0.0062517837,
                0.0029835079
              ],
              "nipd": -0.0001378158
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9639583333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0019649856,
                0.0008048079,
                0.0010661092
              ],
              "ci95_low": [
                0.0,
                -0.0071845649,
                -0.0023463003,
                -0.0021021582
              ],
              "ci95_high": [
                0.0,
                0.0032545937,
                0.0039559162,
                0.0042343766
              ],
              "nipd": -0.000209041
            }
          }
        },
        {
          "model": "H-optimus-1",
          "registry_model": "H-optimus-1",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.260033875,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9734583333,
              "mean_normalized_trajectory": [
                0.0,
                0.0008263182,
                -0.0035118525,
                -0.0101223984
              ],
              "ci95_low": [
                0.0,
                -0.0027063968,
                -0.0100025158,
                -0.0171480268
              ],
              "ci95_high": [
                0.0,
                0.0043590332,
                0.0029788108,
                -0.00309677
              ],
              "nipd": -0.0025822445
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9706166667,
              "mean_normalized_trajectory": [
                0.0,
                0.0016273815,
                -0.0012542239,
                -0.0034724382
              ],
              "ci95_low": [
                0.0,
                -0.0007544735,
                -0.0052151026,
                -0.00757566
              ],
              "ci95_high": [
                0.0,
                0.0040092364,
                0.0027066547,
                0.0006307837
              ],
              "nipd": -0.0004543539
            }
          }
        },
        {
          "model": "H-optimus-0",
          "registry_model": "H-optimus-0",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.2317613214,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.968125,
              "mean_normalized_trajectory": [
                0.0,
                -0.0010657655,
                -0.0055367819,
                -0.0312451261
              ],
              "ci95_low": [
                0.0,
                -0.0090472424,
                -0.0130259421,
                -0.0442376312
              ],
              "ci95_high": [
                0.0,
                0.0069157113,
                0.0019523782,
                -0.0182526209
              ],
              "nipd": -0.0074083702
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9617833333,
              "mean_normalized_trajectory": [
                0.0,
                -0.000555474,
                -0.000702203,
                -0.0084473977
              ],
              "ci95_low": [
                0.0,
                -0.0078030178,
                -0.0071224236,
                -0.0173219456
              ],
              "ci95_high": [
                0.0,
                0.0066920697,
                0.0057180176,
                0.0004271503
              ],
              "nipd": -0.0018271253
            }
          }
        },
        {
          "model": "H0-mini",
          "registry_model": "H0-mini",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.3795949525,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9697916667,
              "mean_normalized_trajectory": [
                0.0,
                -0.0027496757,
                -0.0021789883,
                -0.0039169909
              ],
              "ci95_low": [
                0.0,
                -0.0082030584,
                -0.0117213653,
                -0.0118389348
              ],
              "ci95_high": [
                0.0,
                0.0027037069,
                0.0073633887,
                0.004004953
              ],
              "nipd": -0.0022957198
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9664416667,
              "mean_normalized_trajectory": [
                0.0,
                -0.0023235702,
                -0.0043762308,
                -0.0034905651
              ],
              "ci95_low": [
                0.0,
                -0.0052476474,
                -0.0082349967,
                -0.0062733325
              ],
              "ci95_high": [
                0.0,
                0.0006005071,
                -0.0005174649,
                -0.0007077976
              ],
              "nipd": -0.0028150278
            }
          }
        },
        {
          "model": "Prov-GigaPath",
          "registry_model": "Prov-GigaPath",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1316740332,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9691458333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0110854384,
                -0.0102287183,
                -0.2094810353
              ],
              "ci95_low": [
                0.0,
                -0.0226638783,
                -0.0200778876,
                -0.229006651
              ],
              "ci95_high": [
                0.0,
                0.0004930016,
                -0.000379549,
                -0.1899554196
              ],
              "nipd": -0.0420182248
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9676583333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0015189505,
                -0.0016646033,
                -0.0386083917
              ],
              "ci95_low": [
                0.0,
                -0.0039049682,
                -0.0046076894,
                -0.0438841371
              ],
              "ci95_high": [
                0.0,
                0.0008670673,
                0.0012784829,
                -0.0333326462
              ],
              "nipd": -0.0074959165
            }
          }
        },
        {
          "model": "Midnight-12k",
          "registry_model": "Midnight-12k",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.584275795,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9738958333,
              "mean_normalized_trajectory": [
                0.0,
                0.0026582703,
                0.0031228224,
                -0.0019098253
              ],
              "ci95_low": [
                0.0,
                -0.0060646055,
                -0.0065218563,
                -0.0116169201
              ],
              "ci95_high": [
                0.0,
                0.0113811462,
                0.0127675011,
                0.0077972695
              ],
              "nipd": 0.0016087267
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9659916667,
              "mean_normalized_trajectory": [
                0.0,
                0.0033361482,
                0.0069746348,
                0.0019182852
              ],
              "ci95_low": [
                0.0,
                -0.0106806069,
                -0.0035027904,
                -0.0112318635
              ],
              "ci95_high": [
                0.0,
                0.0173529033,
                0.0174520601,
                0.015068434
              ],
              "nipd": 0.0037566419
            }
          }
        },
        {
          "model": "Prost40M",
          "registry_model": "Prost40M",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1270583047,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.929125,
              "mean_normalized_trajectory": [
                0.0,
                -0.0093994207,
                -0.0446472485,
                -0.1835346194
              ],
              "ci95_low": [
                0.0,
                -0.0191372524,
                -0.0647064846,
                -0.2068098888
              ],
              "ci95_high": [
                0.0,
                0.0003384109,
                -0.0245880124,
                -0.16025935
              ],
              "nipd": -0.0486046596
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9225,
              "mean_normalized_trajectory": [
                0.0,
                -0.0044983462,
                -0.0306725469,
                -0.0956780595
              ],
              "ci95_low": [
                0.0,
                -0.0098505911,
                -0.0457643545,
                -0.1035092768
              ],
              "ci95_high": [
                0.0,
                0.0008538987,
                -0.0155807392,
                -0.0878468423
              ],
              "nipd": -0.0276699743
            }
          }
        },
        {
          "model": "Phikon",
          "registry_model": "Phikon",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1746243523,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9694375,
              "mean_normalized_trajectory": [
                0.0,
                -0.0029585031,
                -0.0100692913,
                -0.1160563673
              ],
              "ci95_low": [
                0.0,
                -0.0064875921,
                -0.0193809697,
                -0.1336459123
              ],
              "ci95_high": [
                0.0,
                0.0005705859,
                -0.0007576129,
                -0.0984668222
              ],
              "nipd": -0.023685326
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9584833333,
              "mean_normalized_trajectory": [
                0.0,
                0.0020732914,
                -0.0004525458,
                -0.0407396493
              ],
              "ci95_low": [
                0.0,
                -0.0029017959,
                -0.0110783104,
                -0.0493460568
              ],
              "ci95_high": [
                0.0,
                0.0070483786,
                0.0101732188,
                -0.0321332418
              ],
              "nipd": -0.006249693
            }
          }
        },
        {
          "model": "Phikon-v2",
          "registry_model": "Phikon-v2",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1221239759,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.972625,
              "mean_normalized_trajectory": [
                0.0,
                -0.007341157,
                -0.0199555395,
                -0.1936100915
              ],
              "ci95_low": [
                0.0,
                -0.0125124416,
                -0.0272444477,
                -0.210774214
              ],
              "ci95_high": [
                0.0,
                -0.0021698724,
                -0.0126666312,
                -0.1764459691
              ],
              "nipd": -0.0413672474
            },
            "ood": {
              "baseline_balanced_accuracy": 0.96075,
              "mean_normalized_trajectory": [
                0.0,
                -0.0004827369,
                -0.0045335292,
                -0.06761465
              ],
              "ci95_low": [
                0.0,
                -0.0042914313,
                -0.0088430832,
                -0.0772599696
              ],
              "ci95_high": [
                0.0,
                0.0033259574,
                -0.0002239753,
                -0.0579693304
              ],
              "nipd": -0.012941197
            }
          }
        },
        {
          "model": "Hibou-L",
          "registry_model": "Hibou-L",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1112681424,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.973375,
              "mean_normalized_trajectory": [
                0.0,
                -0.0024533857,
                -0.0064046279,
                -0.2153814369
              ],
              "ci95_low": [
                0.0,
                -0.0130338283,
                -0.0169985854,
                -0.2359480525
              ],
              "ci95_high": [
                0.0,
                0.008127057,
                0.0041893297,
                -0.1948148213
              ],
              "nipd": -0.0388495773
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9637583333,
              "mean_normalized_trajectory": [
                0.0,
                0.0040459587,
                5.22734e-05,
                -0.0813582712
              ],
              "ci95_low": [
                0.0,
                -0.002556676,
                -0.0096170162,
                -0.0925105954
              ],
              "ci95_high": [
                0.0,
                0.0106485935,
                0.0097215629,
                -0.070205947
              ],
              "nipd": -0.0121936345
            }
          }
        },
        {
          "model": "Hibou-B",
          "registry_model": "Hibou-B",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1341257154,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.972625,
              "mean_normalized_trajectory": [
                0.0,
                0.0018352893,
                -0.0030760482,
                -0.1436178462
              ],
              "ci95_low": [
                0.0,
                -0.0049673646,
                -0.0115266323,
                -0.1600602506
              ],
              "ci95_high": [
                0.0,
                0.0086379431,
                0.005374536,
                -0.1271754419
              ],
              "nipd": -0.024349894
            },
            "ood": {
              "baseline_balanced_accuracy": 0.964525,
              "mean_normalized_trajectory": [
                0.0,
                0.0035302842,
                0.0052432032,
                -0.0193016722
              ],
              "ci95_low": [
                0.0,
                -0.0015221059,
                0.0003113322,
                -0.0251178972
              ],
              "ci95_high": [
                0.0,
                0.0085826743,
                0.0101750742,
                -0.0134854472
              ],
              "nipd": -0.0002924496
            }
          }
        },
        {
          "model": "mSTAR",
          "registry_model": "mSTAR",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.1869059776,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9774166667,
              "mean_normalized_trajectory": [
                0.0,
                0.0004368383,
                -0.0025953335,
                -0.0254137116
              ],
              "ci95_low": [
                0.0,
                -0.0042461962,
                -0.0089955253,
                -0.0324739792
              ],
              "ci95_high": [
                0.0,
                0.0051198729,
                0.0038048582,
                -0.018353444
              ],
              "nipd": -0.004955117
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9677416667,
              "mean_normalized_trajectory": [
                0.0,
                0.0010506715,
                -0.0037761758,
                -0.0124208095
              ],
              "ci95_low": [
                0.0,
                -0.0016313643,
                -0.0083977807,
                -0.0159219481
              ],
              "ci95_high": [
                0.0,
                0.0037327072,
                0.0008454291,
                -0.0089196709
              ],
              "nipd": -0.0029786363
            }
          }
        },
        {
          "model": "GPFM",
          "registry_model": "GPFM",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.240640471,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9715625,
              "mean_normalized_trajectory": [
                0.0,
                -0.0083344118,
                -0.0077132134,
                -0.0544583926
              ],
              "ci95_low": [
                0.0,
                -0.0162675716,
                -0.016411663,
                -0.0634943362
              ],
              "ci95_high": [
                0.0,
                -0.000401252,
                0.0009852362,
                -0.0454224491
              ],
              "nipd": -0.0144256072
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9595833333,
              "mean_normalized_trajectory": [
                0.0,
                -0.0018812401,
                0.0017656332,
                -0.0196636889
              ],
              "ci95_low": [
                0.0,
                -0.0094910571,
                -0.0047314752,
                -0.0275829327
              ],
              "ci95_high": [
                0.0,
                0.0057285768,
                0.0082627416,
                -0.0117444451
              ],
              "nipd": -0.0033158171
            }
          }
        },
        {
          "model": "MUSK",
          "registry_model": "MUSK",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.2931610889,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9677291667,
              "mean_normalized_trajectory": [
                0.0,
                -0.0007281995,
                -0.0004421211,
                -0.0057995891
              ],
              "ci95_low": [
                0.0,
                -0.0062088986,
                -0.0084613727,
                -0.0144497638
              ],
              "ci95_high": [
                0.0,
                0.0047524996,
                0.0075771304,
                0.0028505856
              ],
              "nipd": -0.0013567051
            },
            "ood": {
              "baseline_balanced_accuracy": 0.958675,
              "mean_normalized_trajectory": [
                0.0,
                0.0001367831,
                0.0016519186,
                -0.0043139277
              ],
              "ci95_low": [
                0.0,
                -0.004019398,
                -0.0024746776,
                -0.0086936937
              ],
              "ci95_high": [
                0.0,
                0.0042929641,
                0.0057785149,
                6.58384e-05
              ],
              "nipd": -0.000122754
            }
          }
        },
        {
          "model": "GenBio-PathFM",
          "registry_model": "GenBio-PathFM",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.3900477547,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.972125,
              "mean_normalized_trajectory": [
                0.0,
                0.0027934406,
                0.0048626558,
                0.0053282293
              ],
              "ci95_low": [
                0.0,
                -0.0080185697,
                -0.0034273436,
                -0.0044074978
              ],
              "ci95_high": [
                0.0,
                0.0136054509,
                0.0131526553,
                0.0150639564
              ],
              "nipd": 0.0034400704
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9703083333,
              "mean_normalized_trajectory": [
                0.0,
                0.0012132273,
                -5.18473e-05,
                -0.0009643602
              ],
              "ci95_low": [
                0.0,
                -0.0021853401,
                -0.0044757026,
                -0.0078136838
              ],
              "ci95_high": [
                0.0,
                0.0046117947,
                0.004372008,
                0.0058849635
              ],
              "nipd": 0.0002264
            }
          }
        },
        {
          "model": "RudolfV-2",
          "registry_model": "RudolfV 2",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.4120899167,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9834375,
              "mean_normalized_trajectory": [
                0.0,
                -0.0003060834,
                -0.0008672363,
                0.0038260426
              ],
              "ci95_low": [
                0.0,
                -0.0072025073,
                -0.0109945992,
                -0.0055856105
              ],
              "ci95_high": [
                0.0,
                0.0065903405,
                0.0092601266,
                0.0132376957
              ],
              "nipd": 0.0002465672
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9737333333,
              "mean_normalized_trajectory": [
                0.0,
                0.0002065092,
                -0.0022612754,
                0.0018998844
              ],
              "ci95_low": [
                0.0,
                -0.0014509772,
                -0.0062255048,
                -0.0014827092
              ],
              "ci95_high": [
                0.0,
                0.0018639955,
                0.001702954,
                0.0052824779
              ],
              "nipd": -0.0003682747
            }
          }
        },
        {
          "model": "RudolfV-2-B",
          "registry_model": "RudolfV 2-B",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.4070324564,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9791041667,
              "mean_normalized_trajectory": [
                0.0,
                -0.0022052978,
                0.0021027259,
                0.0027181578
              ],
              "ci95_low": [
                0.0,
                -0.0081667042,
                -0.0073486735,
                -0.0043928272
              ],
              "ci95_high": [
                0.0,
                0.0037561086,
                0.0115541252,
                0.0098291429
              ],
              "nipd": 0.0004188356
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9735,
              "mean_normalized_trajectory": [
                0.0,
                -0.0008779178,
                0.0005370791,
                0.0004441231
              ],
              "ci95_low": [
                0.0,
                -0.0033450817,
                -0.0020546524,
                -0.0025223124
              ],
              "ci95_high": [
                0.0,
                0.0015892461,
                0.0031288106,
                0.0034105586
              ],
              "nipd": -3.95924e-05
            }
          }
        },
        {
          "model": "RudolfV-2-S",
          "registry_model": "RudolfV 2-S",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.4854884779,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.976125,
              "mean_normalized_trajectory": [
                0.0,
                0.0065372935,
                0.0049930509,
                0.0107067483
              ],
              "ci95_low": [
                0.0,
                -0.0024784335,
                -0.0063071623,
                -0.0016067177
              ],
              "ci95_high": [
                0.0,
                0.0155530204,
                0.0162932642,
                0.0230202144
              ],
              "nipd": 0.0056279062
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9709,
              "mean_normalized_trajectory": [
                0.0,
                0.0024039458,
                0.0008289468,
                0.0037924317
              ],
              "ci95_low": [
                0.0,
                -0.0001810778,
                -0.0035302009,
                -0.0001440549
              ],
              "ci95_high": [
                0.0,
                0.0049889694,
                0.0051880945,
                0.0077289184
              ],
              "nipd": 0.0017097028
            }
          }
        },
        {
          "model": "Mascaret",
          "registry_model": "Mascaret",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.5072941189,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9742291667,
              "mean_normalized_trajectory": [
                0.0,
                0.0053659417,
                0.0063720558,
                0.0112220416
              ],
              "ci95_low": [
                0.0,
                -0.000713431,
                -0.0025929538,
                0.0030254127
              ],
              "ci95_high": [
                0.0,
                0.0114453145,
                0.0153370655,
                0.0194186706
              ],
              "nipd": 0.0057830061
            },
            "ood": {
              "baseline_balanced_accuracy": 0.96915,
              "mean_normalized_trajectory": [
                0.0,
                0.0001557665,
                0.0014538204,
                0.0019211199
              ],
              "ci95_low": [
                0.0,
                -0.0038965965,
                -0.0022555459,
                -0.0009901182
              ],
              "ci95_high": [
                0.0,
                0.0042081295,
                0.0051631868,
                0.004832358
              ],
              "nipd": 0.0008567156
            }
          }
        },
        {
          "model": "Phaet",
          "registry_model": "Phaet",
          "panel": "tile",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.2492292576,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9656875,
              "mean_normalized_trajectory": [
                0.0,
                0.0023726957,
                -0.0025291372,
                -0.015565927
              ],
              "ci95_low": [
                0.0,
                -0.0050660055,
                -0.009752227,
                -0.0233838603
              ],
              "ci95_high": [
                0.0,
                0.009811397,
                0.0046939525,
                -0.0077479938
              ],
              "nipd": -0.0026464683
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9584416667,
              "mean_normalized_trajectory": [
                0.0,
                0.0030943134,
                -0.0013050846,
                -0.0056413333
              ],
              "ci95_low": [
                0.0,
                -0.001173177,
                -0.0063399663,
                -0.0114448074
              ],
              "ci95_high": [
                0.0,
                0.0073618038,
                0.0037297971,
                0.0001621408
              ],
              "nipd": -0.0003438126
            }
          }
        },
        {
          "model": "DINOv2-B",
          "registry_model": "DINOv2-B",
          "panel": "tile",
          "ranked": false,
          "is_control": true,
          "croma_median_m5": 0.1753701151,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9422291667,
              "mean_normalized_trajectory": [
                0.0,
                0.0011282134,
                -0.0092406049,
                -0.033631504
              ],
              "ci95_low": [
                0.0,
                -0.00457631,
                -0.0160299742,
                -0.0433697985
              ],
              "ci95_high": [
                0.0,
                0.0068327368,
                -0.0024512357,
                -0.0238932095
              ],
              "nipd": -0.0083093812
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9229083333,
              "mean_normalized_trajectory": [
                0.0,
                0.0017190272,
                -0.004760383,
                -0.0281655996
              ],
              "ci95_low": [
                0.0,
                -0.0036335926,
                -0.0103334589,
                -0.0358836408
              ],
              "ci95_high": [
                0.0,
                0.007071647,
                0.0008126928,
                -0.0204475584
              ],
              "nipd": -0.0057080519
            }
          }
        }
      ]
    },
    {
      "slug": "pcabiop",
      "label": "PCaBiop",
      "chance": 0.5,
      "cramers_v": [
        0.0,
        0.1,
        0.2,
        0.3,
        0.4,
        0.5,
        0.6,
        0.7,
        0.8,
        0.9,
        1.0
      ],
      "association": {
        "descriptive": true,
        "regimes": {
          "id": {
            "n": 5,
            "spearman_rho": 0.9,
            "trend": null
          },
          "ood": {
            "n": 5,
            "spearman_rho": 0.6,
            "trend": null
          }
        }
      },
      "models": [
        {
          "model": "PRISM",
          "registry_model": "PRISM",
          "panel": "slide",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.2568834283,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9530172414,
              "mean_normalized_trajectory": [
                0.0,
                -0.0095147479,
                -0.0190294957,
                -0.0009514748,
                -0.0570884872,
                -0.0837297812,
                -0.079923882,
                -0.1018078021,
                -0.119885823,
                -0.1665080875,
                -0.2930542341
              ],
              "ci95_low": [
                0.0,
                -0.0371545701,
                -0.0464418258,
                -0.0191060365,
                -0.0848037252,
                -0.1183316276,
                -0.1139416891,
                -0.1411386319,
                -0.1579024195,
                -0.1958156448,
                -0.3635014929
              ],
              "ci95_high": [
                0.0,
                0.0181250744,
                0.0083828344,
                0.0172030869,
                -0.0293732492,
                -0.0491279347,
                -0.0459060749,
                -0.0624769723,
                -0.0818692266,
                -0.1372005302,
                -0.2226069752
              ],
              "nipd": -0.0784966698
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9172839506,
              "mean_normalized_trajectory": [
                0.0,
                0.0110946746,
                -0.0103550296,
                0.0284763314,
                -0.0399408284,
                -0.0839497041,
                -0.0647189349,
                -0.1065088757,
                -0.1801035503,
                -0.2322485207,
                -0.3043639053
              ],
              "ci95_low": [
                0.0,
                -0.0435637893,
                -0.0697035016,
                -0.0201980361,
                -0.0981844575,
                -0.1623041547,
                -0.1378492179,
                -0.1810529973,
                -0.2707436626,
                -0.308482517,
                -0.3654806336
              ],
              "ci95_high": [
                0.0,
                0.0657531384,
                0.0489934424,
                0.0771506988,
                0.0183028007,
                -0.0055952536,
                0.0084113481,
                -0.0319647542,
                -0.089463438,
                -0.1560145245,
                -0.243247177
              ],
              "nipd": -0.0830436391
            }
          }
        },
        {
          "model": "PRISM2",
          "registry_model": "PRISM2",
          "panel": "slide",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": 0.2703892777,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9573275862,
              "mean_normalized_trajectory": [
                0.0,
                0.0009425071,
                0.0018850141,
                -0.0084825636,
                -0.0216776626,
                -0.0094250707,
                -0.0226201697,
                -0.0358152686,
                -0.0490103676,
                -0.0659754948,
                -0.2158341188
              ],
              "ci95_low": [
                0.0,
                -0.0234247218,
                -0.0166425806,
                -0.0325112248,
                -0.0501965106,
                -0.0329410959,
                -0.0443433432,
                -0.0595739122,
                -0.0745151887,
                -0.094669757,
                -0.2820682174
              ],
              "ci95_high": [
                0.0,
                0.025309736,
                0.0204126089,
                0.0155460975,
                0.0068411854,
                0.0140909545,
                -0.0008969961,
                -0.0120566251,
                -0.0235055464,
                -0.0372812327,
                -0.1496000201
              ],
              "nipd": -0.0318096136
            },
            "ood": {
              "baseline_balanced_accuracy": 0.9449074074,
              "mean_normalized_trajectory": [
                0.0,
                -0.0031217482,
                -0.0280957336,
                -0.0079778009,
                0.0003468609,
                -0.0010405827,
                -0.0097121054,
                -0.0079778009,
                -0.0169961845,
                -0.0169961845,
                -0.0395421436
              ],
              "ci95_low": [
                0.0,
                -0.0177357762,
                -0.062736781,
                -0.0267702783,
                -0.0209946974,
                -0.0181648033,
                -0.0318179152,
                -0.0274659396,
                -0.0368844684,
                -0.0368844684,
                -0.0577597359
              ],
              "ci95_high": [
                0.0,
                0.0114922799,
                0.0065453138,
                0.0108146765,
                0.0216884193,
                0.0160836378,
                0.0123937043,
                0.0115103378,
                0.0028920994,
                0.0028920994,
                -0.0213245513
              ],
              "nipd": -0.0111342352
            }
          }
        },
        {
          "model": "TITAN",
          "registry_model": "TITAN",
          "panel": "slide",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.2951335156,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9120689655,
              "mean_normalized_trajectory": [
                0.0,
                -0.0230125523,
                -0.0481171548,
                -0.0460251046,
                -0.0794979079,
                -0.1412133891,
                -0.1359832636,
                -0.210251046,
                -0.3514644351,
                -0.4487447699,
                -0.8033472803
              ],
              "ci95_low": [
                0.0,
                -0.046334451,
                -0.0792580589,
                -0.0709572631,
                -0.1227750436,
                -0.2115943156,
                -0.1927645142,
                -0.2754672374,
                -0.4507366891,
                -0.5412761517,
                -0.8350183488
              ],
              "ci95_high": [
                0.0,
                0.0003093464,
                -0.0169762508,
                -0.0210929461,
                -0.0362207723,
                -0.0708324626,
                -0.079202013,
                -0.1450348547,
                -0.2521921812,
                -0.3562133881,
                -0.7716762119
              ],
              "nipd": -0.1885983264
            },
            "ood": {
              "baseline_balanced_accuracy": 0.8550925926,
              "mean_normalized_trajectory": [
                0.0,
                -0.0304215558,
                -0.0456323338,
                -0.0178183399,
                0.0295523685,
                -0.0517166449,
                0.0199913081,
                -0.1408083442,
                -0.2338113864,
                -0.3215993047,
                -0.9308996089
              ],
              "ci95_low": [
                0.0,
                -0.1194425891,
                -0.1771363287,
                -0.1319071449,
                -0.1010646344,
                -0.2121179978,
                -0.1163270464,
                -0.2915648674,
                -0.4510788229,
                -0.5404527827,
                -1.047804365
              ],
              "ci95_high": [
                0.0,
                0.0585994774,
                0.0858716611,
                0.0962704652,
                0.1601693714,
                0.108684708,
                0.1563096626,
                0.009948179,
                -0.0165439498,
                -0.1027458266,
                -0.8139948527
              ],
              "nipd": -0.1257714037
            }
          }
        },
        {
          "model": "Prov-GigaPath",
          "registry_model": "Prov-GigaPath",
          "panel": "slide",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.4127289442,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.8025862069,
              "mean_normalized_trajectory": [
                0.0,
                0.0356125356,
                0.0384615385,
                -0.0170940171,
                -0.037037037,
                -0.1096866097,
                -0.2393162393,
                -0.3404558405,
                -0.4316239316,
                -0.858974359,
                -0.9700854701
              ],
              "ci95_low": [
                0.0,
                -0.0131154356,
                -0.0067605599,
                -0.0769436195,
                -0.1221512109,
                -0.1942686683,
                -0.373521058,
                -0.4501083105,
                -0.5474030396,
                -0.9605464637,
                -1.0202516555
              ],
              "ci95_high": [
                0.0,
                0.0843405069,
                0.0836836368,
                0.0427555853,
                0.0480771369,
                -0.0251045511,
                -0.1051114206,
                -0.2308033704,
                -0.3158448236,
                -0.7574022543,
                -0.9199192847
              ],
              "nipd": -0.2445156695
            },
            "ood": {
              "baseline_balanced_accuracy": 0.5479938272,
              "mean_normalized_trajectory": [
                0.0,
                0.0610932476,
                0.2154340836,
                0.0546623794,
                0.0353697749,
                0.0128617363,
                0.1125401929,
                -0.0675241158,
                -0.1061093248,
                -0.8102893891,
                -1.1607717042
              ],
              "ci95_low": [
                0.0,
                -0.309132975,
                -0.0874780201,
                -0.3654858076,
                -0.4086345077,
                -0.3861385834,
                -0.314652495,
                -0.5228729564,
                -0.5117076848,
                -1.218012704,
                -1.434967625
              ],
              "ci95_high": [
                0.0,
                0.4313194701,
                0.5183461873,
                0.4748105665,
                0.4793740575,
                0.4118620561,
                0.5397328809,
                0.3878247249,
                0.2994890353,
                -0.4025660741,
                -0.8865757833
              ],
              "nipd": -0.1072347267
            }
          }
        },
        {
          "model": "MOOZY",
          "registry_model": "MOOZY",
          "panel": "slide",
          "ranked": true,
          "is_control": false,
          "croma_median_m5": -0.0163972205,
          "regimes": {
            "id": {
              "baseline_balanced_accuracy": 0.9668103448,
              "mean_normalized_trajectory": [
                0.0,
                0.0166204986,
                0.0055401662,
                -0.0,
                -0.0110803324,
                -0.0240073869,
                -0.0387811634,
                -0.081255771,
                -0.1246537396,
                -0.2363804247,
                -0.3130193906
              ],
              "ci95_low": [
                0.0,
                -0.0010922274,
                -0.0163787746,
                -0.0279007935,
                -0.0476847713,
                -0.0558685833,
                -0.075865786,
                -0.1179674601,
                -0.1757378962,
                -0.2766859065,
                -0.3451723201
              ],
              "ci95_high": [
                0.0,
                0.0343332247,
                0.027459107,
                0.0279007935,
                0.0255241064,
                0.0078538095,
                -0.0016965409,
                -0.0445440819,
                -0.073569583,
                -0.196074943,
                -0.2808664611
              ],
              "nipd": -0.0650507849
            },
            "ood": {
              "baseline_balanced_accuracy": 0.7898148148,
              "mean_normalized_trajectory": [
                0.0,
                0.2651757188,
                0.2779552716,
                0.4259850905,
                0.363684771,
                0.3242811502,
                0.1656017039,
                -0.0404685836,
                -0.2965921193,
                -0.6277955272,
                -0.7587859425
              ],
              "ci95_low": [
                0.0,
                0.043890107,
                0.017756405,
                0.2108525076,
                0.1226351009,
                0.088927912,
                -0.0653437329,
                -0.2689387517,
                -0.5596762462,
                -0.8970552066,
                -1.0183961031
              ],
              "ci95_high": [
                0.0,
                0.4864613307,
                0.5381541382,
                0.6411176734,
                0.6047344412,
                0.5596343884,
                0.3965471407,
                0.1880015845,
                -0.0335079923,
                -0.3585358477,
                -0.4991757819
              ],
              "nipd": 0.0478434505
            }
          }
        }
      ]
    }
  ]
}
