"Feature","Architecture","Resolution","Patient_AUROC","Patient_AUPR","Patient_Accuracy","Tile_AUROC","Tile_AUPR","Tile_Accuracy","Patient_Kappa","Patient_AccuracyNull","Patient_AccuracyPValue","Patient_McnemarPValue","Patient_Sensitivity","Patient_Specificity","Patient_Pos.Pred.Value","Patient_Neg.Pred.Value","Patient_Precision","Patient_Recall","Patient_F1","Patient_Prevalence","Patient_Detection.Rate","Patient_Detection.Prevalence","Patient_Balanced.Accuracy","Tile_Kappa","Tile_AccuracyNull","Tile_AccuracyPValue","Tile_McnemarPValue","Tile_Sensitivity","Tile_Specificity","Tile_Pos.Pred.Value","Tile_Neg.Pred.Value","Tile_Precision","Tile_Recall","Tile_F1","Tile_Prevalence","Tile_Detection.Rate","Tile_Detection.Prevalence","Tile_Balanced.Accuracy" "ARID1A","InceptionResnetV2","10X","0.683 (0.513-0.853)","0.483 (0.472-0.49)","0.636 (0.478-0.776)","0.542 (0.538-0.545)","0.484 (0.482-0.484)","0.534 (0.532-0.537)",0.261,0.545,0.144,0.803,0.55,0.708,0.611,0.654,0.611,0.55,0.579,0.455,0.25,0.409,0.629,0.069,0.503,0,0,0.589,0.48,0.528,0.542,0.528,0.589,0.557,0.497,0.293,0.555,0.535 "ARID1A","InceptionResnetV1","10X","0.646 (0.481-0.811)","0.447 (0.437-0.453)","0.545 (0.388-0.696)","0.537 (0.534-0.541)","0.477 (0.476-0.477)","0.525 (0.522-0.528)",0.113,0.545,0.562,0.118,0.7,0.417,0.5,0.625,0.5,0.7,0.583,0.455,0.318,0.636,0.558,0.052,0.503,0,0,0.707,0.345,0.516,0.544,0.516,0.707,0.597,0.497,0.351,0.681,0.526 "ARID1A","Panoptes1 with clinical","multi","0.645 (0.475-0.814)","0.456 (0.44-0.458)","0.558 (0.399-0.709)","0.58 (0.576-0.584)","0.498 (0.496-0.498)","0.547 (0.543-0.55)",0.155,0.558,0.563,0.022,0.789,0.375,0.5,0.692,0.5,0.789,0.612,0.442,0.349,0.698,0.582,0.107,0.551,0.996,0,0.633,0.476,0.496,0.614,0.496,0.633,0.556,0.449,0.284,0.573,0.555 "ARID1A","Panoptes2","multi","0.629 (0.459-0.8)","0.471 (0.467-0.485)","0.558 (0.399-0.709)","0.568 (0.564-0.571)","0.502 (0.501-0.503)","0.541 (0.538-0.544)",0.146,0.558,0.563,0.066,0.737,0.417,0.5,0.667,0.5,0.737,0.596,0.442,0.326,0.651,0.577,0.091,0.551,1,0,0.599,0.494,0.491,0.602,0.491,0.599,0.539,0.449,0.269,0.548,0.546 "ARID1A","Panoptes4","multi","0.607 (0.436-0.779)","0.485 (0.472-0.491)","0.535 (0.377-0.688)","0.541 (0.537-0.545)","0.521 (0.521-0.522)","0.525 (0.521-0.528)",0.014,0.558,0.679,0.118,0.263,0.75,0.455,0.562,0.455,0.263,0.333,0.442,0.116,0.256,0.507,0.035,0.551,1,0,0.443,0.591,0.469,0.566,0.469,0.443,0.456,0.449,0.199,0.424,0.517 "ARID1A","InceptionV1","10X","0.598 (0.426-0.77)","0.471 (0.461-0.481)","0.614 (0.455-0.756)","0.527 (0.524-0.53)","0.484 (0.483-0.485)","0.518 (0.515-0.521)",0.261,0.545,0.225,0.004,0.9,0.375,0.545,0.818,0.545,0.9,0.679,0.455,0.409,0.75,0.638,0.037,0.503,0,0,0.672,0.366,0.511,0.53,0.511,0.672,0.581,0.497,0.334,0.653,0.519 "ARID1A","InceptionV2","10X","0.594 (0.42-0.768)","0.497 (0.491-0.507)","0.614 (0.455-0.756)","0.518 (0.514-0.521)","0.499 (0.498-0.5)","0.518 (0.515-0.521)",0.249,0.545,0.225,0.052,0.8,0.458,0.552,0.733,0.552,0.8,0.653,0.455,0.364,0.659,0.629,0.037,0.503,0,0,0.688,0.35,0.511,0.531,0.511,0.688,0.586,0.497,0.342,0.669,0.519 "ARID1A","Panoptes3","multi","0.572 (0.397-0.748)","0.52 (0.502-0.522)","0.581 (0.421-0.73)","0.555 (0.551-0.559)","0.509 (0.509-0.51)","0.544 (0.541-0.547)",0.17,0.558,0.441,0.48,0.632,0.542,0.522,0.65,0.522,0.632,0.571,0.442,0.279,0.535,0.587,0.088,0.551,1,0,0.55,0.539,0.493,0.595,0.493,0.55,0.52,0.449,0.247,0.501,0.544 "ARID1A","Panoptes2 with clinical","multi","0.57 (0.394-0.746)","0.512 (0.501-0.52)","0.512 (0.355-0.667)","0.544 (0.54-0.548)","0.529 (0.528-0.529)","0.51 (0.507-0.513)",0.094,0.558,0.779,0,0.895,0.208,0.472,0.714,0.472,0.895,0.618,0.442,0.395,0.837,0.552,0.06,0.551,1,0,0.744,0.32,0.471,0.605,0.471,0.744,0.577,0.449,0.334,0.709,0.532 "ARID1A","Panoptes4 with clinical","multi","0.513 (0.335-0.692)","0.558 (0.529-0.552)","0.535 (0.377-0.688)","0.552 (0.548-0.556)","0.511 (0.51-0.512)","0.525 (0.521-0.528)",0.106,0.558,0.679,0.044,0.737,0.375,0.483,0.643,0.483,0.737,0.583,0.442,0.326,0.674,0.556,0.072,0.551,1,0,0.664,0.411,0.479,0.6,0.479,0.664,0.556,0.449,0.298,0.623,0.538 "ARID1A","Panoptes3 with clinical","multi","0.509 (0.331-0.686)","0.564 (0.552-0.575)","0.488 (0.333-0.645)","0.498 (0.494-0.502)","0.566 (0.566-0.567)","0.466 (0.463-0.47)",0.065,0.558,0.859,0,0.947,0.125,0.462,0.75,0.462,0.947,0.621,0.442,0.419,0.907,0.536,0.001,0.551,1,0,0.837,0.165,0.449,0.553,0.449,0.837,0.585,0.449,0.376,0.836,0.501 "ARID1A","Panoptes1","multi","0.467 (0.289-0.645)","0.539 (0.523-0.54)","0.488 (0.333-0.645)","0.523 (0.519-0.527)","0.541 (0.54-0.542)","0.524 (0.52-0.527)",-0.061,0.558,0.859,0.522,0.316,0.625,0.4,0.536,0.4,0.316,0.353,0.442,0.14,0.349,0.47,0.024,0.551,1,0,0.395,0.629,0.464,0.56,0.464,0.395,0.427,0.449,0.177,0.382,0.512 "ARID1A","InceptionV3","10X","0.433 (0.259-0.607)","0.522 (0.517-0.539)","0.568 (0.41-0.717)","0.555 (0.552-0.558)","0.466 (0.466-0.467)","0.535 (0.532-0.537)",0.174,0.545,0.442,0.006,0.85,0.333,0.515,0.727,0.515,0.85,0.642,0.455,0.386,0.75,0.592,0.07,0.503,0,0,0.633,0.438,0.526,0.547,0.526,0.633,0.575,0.497,0.314,0.597,0.535 "ATM","Panoptes4","multi","0.751 (0.515-0.987)","0.891 (0.878-0.889)","0.69 (0.529-0.824)","0.586 (0.581-0.591)","0.903 (0.902-0.903)","0.623 (0.62-0.626)",-0.054,0.833,0.994,1,0.143,0.8,0.125,0.824,0.125,0.143,0.133,0.167,0.024,0.19,0.471,-0.074,0.872,1,0,0.198,0.686,0.085,0.853,0.085,0.198,0.119,0.128,0.025,0.299,0.442 "ATM","Panoptes3","multi","0.661 (0.468-0.854)","0.89 (0.88-0.888)","0.571 (0.41-0.723)","0.536 (0.531-0.541)","0.889 (0.889-0.89)","0.627 (0.624-0.63)",-0.256,0.833,1,0.48,0,0.686,0,0.774,0,0,NA,0.167,0,0.262,0.343,-0.043,0.872,1,0,0.248,0.683,0.103,0.861,0.103,0.248,0.146,0.128,0.032,0.308,0.466 "ATM","Panoptes3 with clinical","multi","0.608 (0.382-0.835)","0.869 (0.858-0.867)","0.833 (0.686-0.93)","0.525 (0.52-0.53)","0.882 (0.881-0.883)","0.784 (0.782-0.787)",0,0.833,0.599,0.023,0,1,NA,0.833,NA,0,NA,0.167,0,0,0.5,-0.022,0.872,1,0,0.093,0.886,0.107,0.869,0.107,0.093,0.1,0.128,0.012,0.111,0.49 "ATM","Panoptes2 with clinical","multi","0.6 (0.333-0.867)","0.847 (0.834-0.845)","0.762 (0.605-0.879)","0.535 (0.529-0.54)","0.881 (0.881-0.882)","0.779 (0.777-0.782)",-0.111,0.833,0.921,0.343,0,0.914,0,0.821,0,0,NA,0.167,0,0.071,0.457,-0.015,0.872,1,0,0.107,0.878,0.114,0.87,0.114,0.107,0.11,0.128,0.014,0.12,0.493 "ATM","Panoptes4 with clinical","multi","0.596 (0.345-0.847)","0.853 (0.841-0.853)","0.786 (0.632-0.897)","0.529 (0.524-0.535)","0.874 (0.874-0.875)","0.746 (0.743-0.749)",-0.08,0.833,0.85,0.182,0,0.943,0,0.825,0,0,NA,0.167,0,0.048,0.471,0.001,0.872,1,0,0.17,0.831,0.129,0.872,0.129,0.17,0.147,0.128,0.022,0.169,0.5 "ATM","InceptionV3","10X","0.579 (0.319-0.84)","0.847 (0.837-0.852)","0.841 (0.699-0.934)","0.52 (0.516-0.524)","0.875 (0.875-0.876)","0.8 (0.798-0.802)",0,0.841,0.599,0.023,0,1,NA,0.841,NA,0,NA,0.159,0,0,0.5,-0.023,0.865,1,0,0.066,0.915,0.108,0.862,0.108,0.066,0.082,0.135,0.009,0.083,0.49 "ATM","InceptionV2","10X","0.568 (0.347-0.789)","0.812 (0.792-0.807)","0.841 (0.699-0.934)","0.503 (0.499-0.508)","0.868 (0.868-0.869)","0.865 (0.863-0.866)",0,0.841,0.599,0.023,0,1,NA,0.841,NA,0,NA,0.159,0,0,0.5,0,0.865,0.502,0,0,1,NA,0.865,NA,0,NA,0.135,0,0,0.5 "ATM","Panoptes2","multi","0.543 (0.282-0.804)","0.825 (0.81-0.825)","0.833 (0.686-0.93)","0.529 (0.524-0.534)","0.88 (0.879-0.88)","0.785 (0.782-0.787)",0,0.833,0.599,0.023,0,1,NA,0.833,NA,0,NA,0.167,0,0,0.5,-0.009,0.872,1,0,0.107,0.884,0.12,0.871,0.12,0.107,0.113,0.128,0.014,0.115,0.496 "ATM","Panoptes1 with clinical","multi","0.543 (0.318-0.768)","0.822 (0.814-0.828)","0.833 (0.686-0.93)","0.518 (0.513-0.523)","0.876 (0.875-0.876)","0.81 (0.807-0.812)",0,0.833,0.599,0.023,0,1,NA,0.833,NA,0,NA,0.167,0,0,0.5,0.001,0.872,1,0,0.084,0.916,0.129,0.872,0.129,0.084,0.102,0.128,0.011,0.084,0.5 "ATM","InceptionResnetV2","10X","0.541 (0.27-0.812)","0.829 (0.818-0.832)","0.773 (0.622-0.885)","0.52 (0.516-0.525)","0.848 (0.847-0.848)","0.74 (0.738-0.742)",-0.106,0.841,0.92,0.343,0,0.919,0,0.829,0,0,NA,0.159,0,0.068,0.459,0.036,0.865,1,0,0.22,0.821,0.162,0.871,0.162,0.22,0.186,0.135,0.03,0.184,0.521 "ATM","Panoptes1","multi","0.522 (0.275-0.77)","0.819 (0.805-0.818)","0.833 (0.686-0.93)","0.521 (0.516-0.526)","0.876 (0.875-0.877)","0.83 (0.828-0.832)",0,0.833,0.599,0.023,0,1,NA,0.833,NA,0,NA,0.167,0,0,0.5,0.019,0.872,1,0,0.073,0.942,0.155,0.873,0.155,0.073,0.099,0.128,0.009,0.06,0.507 "ATM","InceptionV1","10X","0.51 (0.255-0.764)","0.776 (0.768-0.783)","0.841 (0.699-0.934)","0.503 (0.499-0.507)","0.869 (0.869-0.87)","0.865 (0.863-0.866)",0,0.841,0.599,0.023,0,1,NA,0.841,NA,0,NA,0.159,0,0,0.5,0,0.865,0.502,0,0,1,NA,0.865,NA,0,NA,0.135,0,0,0.5 "ATM","InceptionResnetV1","10X","0.452 (0.195-0.708)","0.85 (0.837-0.85)","0.705 (0.548-0.832)","0.481 (0.477-0.486)","0.851 (0.85-0.851)","0.787 (0.785-0.789)",-0.172,0.841,0.993,1,0,0.838,0,0.816,0,0,NA,0.159,0,0.136,0.419,0.06,0.865,1,0,0.175,0.883,0.189,0.872,0.189,0.175,0.182,0.135,0.024,0.125,0.529 "BRCA2","InceptionV2","10X","0.705 (0.458-0.951)","0.907 (0.893-0.902)","0.86 (0.721-0.947)","0.579 (0.574-0.584)","0.89 (0.89-0.89)","0.866 (0.864-0.867)",0,0.86,0.607,0.041,0,1,NA,0.86,NA,0,NA,0.14,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","Panoptes4","multi","0.629 (0.439-0.818)","0.897 (0.884-0.893)","0.854 (0.708-0.944)","0.505 (0.499-0.51)","0.859 (0.858-0.859)","0.866 (0.864-0.869)",0,0.854,0.607,0.041,0,1,NA,0.854,NA,0,NA,0.146,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","InceptionResnetV1","10X","0.613 (0.318-0.908)","0.781 (0.768-0.785)","0.86 (0.721-0.947)","0.624 (0.62-0.629)","0.808 (0.808-0.809)","0.866 (0.864-0.867)",0,0.86,0.607,0.041,0,1,NA,0.86,NA,0,NA,0.14,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","Panoptes2 with clinical","multi","0.576 (0.309-0.844)","0.85 (0.836-0.851)","0.854 (0.708-0.944)","0.507 (0.501-0.513)","0.848 (0.848-0.848)","0.866 (0.864-0.869)",0,0.854,0.607,0.041,0,1,NA,0.854,NA,0,NA,0.146,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","InceptionResnetV2","10X","0.572 (0.272-0.872)","0.809 (0.791-0.807)","0.86 (0.721-0.947)","0.574 (0.57-0.579)","0.806 (0.806-0.807)","0.866 (0.864-0.867)",0,0.86,0.607,0.041,0,1,NA,0.86,NA,0,NA,0.14,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","Panoptes1","multi","0.557 (0.244-0.87)","0.79 (0.775-0.79)","0.854 (0.708-0.944)","0.546 (0.54-0.552)","0.828 (0.828-0.829)","0.866 (0.864-0.869)",0,0.854,0.607,0.041,0,1,NA,0.854,NA,0,NA,0.146,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","Panoptes4 with clinical","multi","0.548 (0.228-0.868)","0.817 (0.818-0.834)","0.854 (0.708-0.944)","0.528 (0.521-0.534)","0.858 (0.858-0.859)","0.866 (0.864-0.869)",0,0.854,0.607,0.041,0,1,NA,0.854,NA,0,NA,0.146,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","InceptionV1","10X","0.545 (0.292-0.799)","0.744 (0.737-0.754)","0.86 (0.721-0.947)","0.532 (0.527-0.536)","0.854 (0.854-0.855)","0.866 (0.864-0.867)",0,0.86,0.607,0.041,0,1,NA,0.86,NA,0,NA,0.14,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","Panoptes3 with clinical","multi","0.514 (0.251-0.777)","0.827 (0.81-0.824)","0.854 (0.708-0.944)","0.513 (0.507-0.518)","0.851 (0.85-0.851)","0.866 (0.864-0.869)",0,0.854,0.607,0.041,0,1,NA,0.854,NA,0,NA,0.146,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","Panoptes2","multi","0.514 (0.238-0.791)","0.831 (0.815-0.831)","0.854 (0.708-0.944)","0.507 (0.502-0.513)","0.857 (0.856-0.858)","0.866 (0.864-0.869)",0,0.854,0.607,0.041,0,1,NA,0.854,NA,0,NA,0.146,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","Panoptes1 with clinical","multi","0.514 (0.238-0.791)","0.836 (0.83-0.846)","0.854 (0.708-0.944)","0.495 (0.489-0.501)","0.853 (0.852-0.853)","0.866 (0.864-0.869)",0,0.854,0.607,0.041,0,1,NA,0.854,NA,0,NA,0.146,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","InceptionV3","10X","0.5 (0.5-0.5)","0 (0-0)","0.86 (0.721-0.947)","0.5 (0.5-0.5)","0 (0-0)","0.866 (0.864-0.867)",0,0.86,0.607,0.041,0,1,NA,0.86,NA,0,NA,0.14,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "BRCA2","Panoptes3","multi","0.481 (0.195-0.767)","0.807 (0.795-0.813)","0.854 (0.708-0.944)","0.491 (0.486-0.497)","0.864 (0.863-0.864)","0.866 (0.864-0.869)",0,0.854,0.607,0.041,0,1,NA,0.854,NA,0,NA,0.146,0,0,0.5,0,0.866,0.502,0,0,1,NA,0.866,NA,0,NA,0.134,0,0,0.5 "CTCF","Panoptes4","multi","0.724 (0.518-0.931)","0.593 (0.588-0.606)","0.78 (0.624-0.894)","0.571 (0.568-0.575)","0.551 (0.55-0.551)","0.602 (0.599-0.605)",0.3,0.732,0.306,0.046,0.273,0.967,0.75,0.784,0.75,0.273,0.4,0.268,0.073,0.098,0.62,0.115,0.615,1,0,0.351,0.759,0.476,0.652,0.476,0.351,0.404,0.385,0.135,0.283,0.555 "CTCF","Panoptes3 with clinical","multi","0.676 (0.476-0.875)","0.62 (0.605-0.623)","0.732 (0.571-0.858)","0.436 (0.432-0.439)","0.562 (0.561-0.563)","0.615 (0.613-0.618)",0,0.732,0.58,0.003,0,1,NA,0.732,NA,0,NA,0.268,0,0,0.5,0,0.615,0.501,0,0,1,NA,0.615,NA,0,NA,0.385,0,0,0.5 "CTCF","InceptionResnetV2","10X","0.63 (0.441-0.819)","0.78 (0.771-0.787)","0.455 (0.304-0.612)","0.537 (0.534-0.54)","0.627 (0.626-0.627)","0.505 (0.503-0.508)",-0.245,0.727,1,0.54,0.167,0.562,0.125,0.643,0.125,0.167,0.143,0.273,0.045,0.364,0.365,-0.054,0.613,1,0,0.331,0.615,0.352,0.593,0.352,0.331,0.341,0.387,0.128,0.364,0.473 "CTCF","Panoptes2","multi","0.627 (0.426-0.829)","0.659 (0.645-0.668)","0.707 (0.545-0.839)","0.581 (0.578-0.584)","0.562 (0.561-0.563)","0.568 (0.565-0.571)",0.158,0.732,0.708,0.386,0.273,0.867,0.429,0.765,0.429,0.273,0.333,0.268,0.073,0.171,0.57,0.077,0.615,1,0,0.408,0.668,0.434,0.644,0.434,0.408,0.421,0.385,0.157,0.362,0.538 "CTCF","Panoptes2 with clinical","multi","0.621 (0.418-0.824)","0.653 (0.644-0.662)","0.683 (0.519-0.819)","0.582 (0.579-0.586)","0.566 (0.565-0.567)","0.578 (0.575-0.581)",0.257,0.732,0.813,0.579,0.545,0.733,0.429,0.815,0.429,0.545,0.48,0.268,0.146,0.341,0.639,0.119,0.615,1,0,0.486,0.635,0.454,0.664,0.454,0.486,0.47,0.385,0.187,0.412,0.561 "CTCF","Panoptes4 with clinical","multi","0.612 (0.43-0.794)","0.81 (0.794-0.807)","0.659 (0.494-0.799)","0.529 (0.526-0.533)","0.642 (0.642-0.643)","0.553 (0.55-0.556)",-0.13,0.732,0.889,0.061,0,0.9,0,0.711,0,0,NA,0.268,0,0.073,0.45,-0.046,0.615,1,0,0.158,0.8,0.331,0.603,0.331,0.158,0.214,0.385,0.061,0.184,0.479 "CTCF","InceptionV3","10X","0.591 (0.426-0.756)","0.821 (0.802-0.814)","0.432 (0.283-0.59)","0.508 (0.505-0.511)","0.614 (0.613-0.614)","0.507 (0.505-0.51)",-0.03,0.727,1,0.005,0.583,0.375,0.259,0.706,0.259,0.583,0.359,0.273,0.159,0.614,0.479,0.003,0.613,1,0,0.477,0.526,0.388,0.615,0.388,0.477,0.428,0.387,0.184,0.475,0.502 "CTCF","Panoptes3","multi","0.561 (0.341-0.78)","0.679 (0.669-0.687)","0.683 (0.519-0.819)","0.55 (0.547-0.554)","0.58 (0.579-0.581)","0.584 (0.581-0.587)",0.116,0.732,0.813,0.579,0.273,0.833,0.375,0.758,0.375,0.273,0.316,0.268,0.073,0.195,0.553,0.076,0.615,1,0,0.328,0.744,0.445,0.639,0.445,0.328,0.378,0.385,0.126,0.284,0.536 "CTCF","Panoptes1","multi","0.552 (0.349-0.754)","0.692 (0.668-0.685)","0.561 (0.397-0.715)","0.538 (0.535-0.542)","0.588 (0.588-0.589)","0.558 (0.555-0.561)",-0.118,0.732,0.994,1,0.182,0.7,0.182,0.7,0.182,0.182,0.182,0.268,0.049,0.268,0.441,0.051,0.615,1,0,0.384,0.666,0.418,0.634,0.418,0.384,0.401,0.385,0.148,0.353,0.525 "CTCF","InceptionV2","10X","0.544 (0.349-0.739)","0.695 (0.674-0.693)","0.614 (0.455-0.756)","0.538 (0.535-0.541)","0.573 (0.572-0.573)","0.554 (0.551-0.556)",0.051,0.727,0.965,1,0.333,0.719,0.308,0.742,0.308,0.333,0.32,0.273,0.091,0.295,0.526,0.045,0.613,1,0,0.383,0.662,0.416,0.629,0.416,0.383,0.399,0.387,0.148,0.355,0.522 "CTCF","InceptionResnetV1","10X","0.534 (0.362-0.706)","0.732 (0.712-0.727)","0.614 (0.455-0.756)","0.506 (0.503-0.509)","0.618 (0.618-0.619)","0.55 (0.547-0.552)",-0.12,0.727,0.965,0.332,0.083,0.812,0.143,0.703,0.143,0.083,0.105,0.273,0.023,0.159,0.448,-0.018,0.613,1,0,0.235,0.749,0.371,0.608,0.371,0.235,0.287,0.387,0.091,0.245,0.492 "CTCF","Panoptes1 with clinical","multi","0.506 (0.312-0.7)","0.723 (0.712-0.729)","0.439 (0.285-0.603)","0.534 (0.53-0.537)","0.585 (0.585-0.587)","0.519 (0.516-0.522)",-0.085,0.732,1,0.037,0.455,0.433,0.227,0.684,0.227,0.455,0.303,0.268,0.122,0.537,0.444,0.018,0.615,1,0,0.468,0.551,0.394,0.624,0.394,0.468,0.428,0.385,0.18,0.456,0.509 "CTCF","InceptionV1","10X","0.5 (0.5-0.5)","0 (0-0)","0.273 (0.15-0.428)","0.5 (0.5-0.5)","0 (0-0)","0.387 (0.384-0.389)",0,0.727,1,0,1,0,0.273,NA,0.273,1,0.429,0.273,0.273,1,0.5,0,0.613,1,0,1,0,0.387,NA,0.387,1,0.558,0.387,0.387,1,0.5 "CTNNB1","InceptionResnetV2","10X","0.648 (0.439-0.858)","0.607 (0.597-0.616)","0.659 (0.501-0.795)","0.619 (0.616-0.622)","0.549 (0.548-0.55)","0.605 (0.603-0.608)",0.203,0.727,0.88,0.606,0.5,0.719,0.4,0.793,0.4,0.5,0.444,0.273,0.136,0.341,0.609,0.168,0.632,1,0,0.511,0.66,0.467,0.699,0.467,0.511,0.488,0.368,0.188,0.402,0.586 "CTNNB1","InceptionV3","10X","0.643 (0.458-0.829)","0.629 (0.617-0.634)","0.636 (0.478-0.776)","0.561 (0.558-0.564)","0.598 (0.597-0.599)","0.534 (0.531-0.537)",0.241,0.727,0.933,0.08,0.667,0.625,0.4,0.833,0.4,0.667,0.5,0.273,0.182,0.455,0.646,0.077,0.632,1,0,0.573,0.511,0.405,0.673,0.405,0.573,0.475,0.368,0.211,0.52,0.542 "CTNNB1","Panoptes3 with clinical","multi","0.541 (0.364-0.718)","0.691 (0.682-0.701)","0.465 (0.312-0.623)","0.501 (0.497-0.505)","0.676 (0.675-0.676)","0.505 (0.501-0.508)",-0.1,0.698,1,0.211,0.385,0.5,0.25,0.652,0.25,0.385,0.303,0.302,0.116,0.465,0.442,0.012,0.643,1,0,0.513,0.5,0.362,0.649,0.362,0.513,0.425,0.357,0.183,0.505,0.506 "CTNNB1","Panoptes1","multi","0.538 (0.358-0.719)","0.676 (0.674-0.697)","0.674 (0.515-0.809)","0.577 (0.573-0.581)","0.715 (0.714-0.715)","0.56 (0.556-0.563)",0.013,0.698,0.696,0.016,0.077,0.933,0.333,0.7,0.333,0.077,0.125,0.302,0.023,0.07,0.505,-0.089,0.643,1,0,0.116,0.805,0.248,0.622,0.248,0.116,0.158,0.357,0.041,0.167,0.461 "CTNNB1","Panoptes3","multi","0.533 (0.352-0.714)","0.684 (0.673-0.694)","0.581 (0.421-0.73)","0.556 (0.552-0.559)","0.702 (0.702-0.703)","0.553 (0.549-0.556)",-0.142,0.698,0.963,0.239,0.077,0.8,0.143,0.667,0.143,0.077,0.1,0.302,0.023,0.163,0.438,-0.072,0.643,1,0,0.169,0.765,0.285,0.624,0.285,0.169,0.212,0.357,0.06,0.211,0.467 "CTNNB1","Panoptes4 with clinical","multi","0.531 (0.341-0.721)","0.658 (0.643-0.664)","0.419 (0.27-0.579)","0.514 (0.51-0.518)","0.658 (0.657-0.658)","0.468 (0.465-0.471)",-0.006,0.698,1,0.001,0.692,0.3,0.3,0.692,0.3,0.692,0.419,0.302,0.209,0.698,0.496,-0.02,0.643,1,0,0.562,0.415,0.348,0.631,0.348,0.562,0.43,0.357,0.2,0.577,0.489 "CTNNB1","Panoptes2","multi","0.523 (0.342-0.704)","0.692 (0.684-0.702)","0.535 (0.377-0.688)","0.56 (0.556-0.564)","0.694 (0.692-0.694)","0.433 (0.43-0.436)",0.155,0.698,0.992,0.004,0.769,0.433,0.37,0.812,0.37,0.769,0.5,0.302,0.233,0.628,0.601,-0.066,0.643,1,0,0.562,0.362,0.328,0.599,0.328,0.562,0.414,0.357,0.2,0.611,0.462 "CTNNB1","Panoptes1 with clinical","multi","0.521 (0.336-0.705)","0.695 (0.691-0.711)","0.395 (0.25-0.556)","0.532 (0.528-0.535)","0.679 (0.679-0.68)","0.411 (0.408-0.414)",0.085,0.698,1,0,1,0.133,0.333,1,0.333,1,0.5,0.302,0.302,0.907,0.567,-0.028,0.643,1,0,0.732,0.233,0.346,0.61,0.346,0.732,0.47,0.357,0.261,0.754,0.482 "CTNNB1","Panoptes2 with clinical","multi","0.508 (0.318-0.697)","0.678 (0.66-0.677)","0.465 (0.312-0.623)","0.523 (0.52-0.527)","0.66 (0.66-0.662)","0.465 (0.462-0.468)",0.044,0.698,1,0.004,0.692,0.367,0.321,0.733,0.321,0.692,0.439,0.302,0.209,0.651,0.529,-0.033,0.643,1,0,0.539,0.424,0.342,0.624,0.342,0.539,0.418,0.357,0.192,0.562,0.482 "CTNNB1","Panoptes4","multi","0.503 (0.316-0.689)","0.689 (0.684-0.703)","0.512 (0.355-0.667)","0.505 (0.501-0.508)","0.644 (0.643-0.644)","0.511 (0.507-0.514)",-0.087,0.698,0.997,0.663,0.308,0.6,0.25,0.667,0.25,0.308,0.276,0.302,0.093,0.372,0.454,-0.002,0.643,1,0,0.458,0.54,0.356,0.643,0.356,0.458,0.4,0.357,0.163,0.459,0.499 "CTNNB1","InceptionResnetV1","10X","0.5 (0.298-0.702)","0.707 (0.698-0.717)","0.568 (0.41-0.717)","0.512 (0.509-0.515)","0.636 (0.635-0.637)","0.532 (0.529-0.534)",-0.01,0.727,0.993,0.646,0.333,0.656,0.267,0.724,0.267,0.333,0.296,0.273,0.091,0.341,0.495,0.015,0.632,1,0,0.417,0.598,0.377,0.638,0.377,0.417,0.396,0.368,0.154,0.408,0.508 "CTNNB1","InceptionV1","10X","0.5 (0.5-0.5)","0 (0-0)","0.727 (0.572-0.85)","0.5 (0.5-0.5)","0 (0-0)","0.632 (0.63-0.635)",0,0.727,0.577,0.001,0,1,NA,0.727,NA,0,NA,0.273,0,0,0.5,0,0.632,0.501,0,0,1,NA,0.632,NA,0,NA,0.368,0,0,0.5 "CTNNB1","InceptionV2","10X","0.466 (0.275-0.657)","0.629 (0.617-0.64)","0.727 (0.572-0.85)","0.496 (0.495-0.498)","0.653 (0.652-0.654)","0.632 (0.63-0.635)",0,0.727,0.577,0.001,0,1,NA,0.727,NA,0,NA,0.273,0,0,0.5,0,0.632,0.501,0,0,1,NA,0.632,NA,0,NA,0.368,0,0,0.5 "FAT1","Panoptes2 with clinical","multi","0.835 (0.666-1)","0.651 (0.643-0.661)","0.762 (0.605-0.879)","0.639 (0.635-0.642)","0.694 (0.693-0.695)","0.638 (0.635-0.641)",0.4,0.81,0.838,0.114,0.75,0.765,0.429,0.929,0.429,0.75,0.545,0.19,0.143,0.333,0.757,0.137,0.765,1,0,0.469,0.69,0.318,0.809,0.318,0.469,0.379,0.235,0.11,0.347,0.58 "FAT1","InceptionV2","10X","0.833 (0.707-0.959)","0.676 (0.68-0.696)","0.818 (0.673-0.918)","0.6 (0.596-0.603)","0.719 (0.718-0.719)","0.648 (0.646-0.651)",0.323,0.818,0.593,0.724,0.375,0.917,0.5,0.868,0.5,0.375,0.429,0.182,0.068,0.136,0.646,0.1,0.768,1,0,0.382,0.728,0.298,0.796,0.298,0.382,0.335,0.232,0.088,0.297,0.555 "FAT1","Panoptes3","multi","0.794 (0.644-0.944)","0.678 (0.67-0.688)","0.786 (0.632-0.897)","0.662 (0.658-0.666)","0.677 (0.677-0.678)","0.699 (0.696-0.702)",0.337,0.81,0.731,1,0.5,0.853,0.444,0.879,0.444,0.5,0.471,0.19,0.095,0.214,0.676,0.162,0.765,1,0.376,0.357,0.804,0.359,0.803,0.359,0.357,0.358,0.235,0.084,0.234,0.581 "FAT1","Panoptes1 with clinical","multi","0.776 (0.62-0.931)","0.692 (0.678-0.696)","0.548 (0.387-0.702)","0.647 (0.643-0.651)","0.685 (0.685-0.686)","0.57 (0.567-0.573)",0.231,0.81,1,0,1,0.441,0.296,1,0.296,1,0.457,0.19,0.19,0.643,0.721,0.146,0.765,1,0,0.661,0.542,0.308,0.839,0.308,0.661,0.42,0.235,0.156,0.506,0.602 "FAT1","Panoptes4 with clinical","multi","0.765 (0.544-0.986)","0.685 (0.675-0.693)","0.69 (0.529-0.824)","0.641 (0.637-0.645)","0.687 (0.687-0.688)","0.594 (0.591-0.597)",0.342,0.81,0.98,0.006,0.875,0.647,0.368,0.957,0.368,0.875,0.519,0.19,0.167,0.452,0.761,0.158,0.765,1,0,0.627,0.584,0.317,0.836,0.317,0.627,0.421,0.235,0.148,0.466,0.606 "FAT1","Panoptes4","multi","0.765 (0.544-0.986)","0.679 (0.664-0.679)","0.762 (0.605-0.879)","0.615 (0.611-0.619)","0.698 (0.698-0.699)","0.727 (0.724-0.73)",-0.082,0.81,0.838,0.114,0,0.941,0,0.8,0,0,NA,0.19,0,0.048,0.471,0.096,0.765,1,0,0.188,0.893,0.351,0.781,0.351,0.188,0.245,0.235,0.044,0.126,0.54 "FAT1","Panoptes2","multi","0.754 (0.526-0.982)","0.681 (0.666-0.684)","0.619 (0.456-0.764)","0.63 (0.626-0.634)","0.685 (0.685-0.686)","0.571 (0.568-0.574)",0.26,0.81,0.999,0.001,0.875,0.559,0.318,0.95,0.318,0.875,0.467,0.19,0.167,0.524,0.717,0.128,0.765,1,0,0.618,0.557,0.3,0.826,0.3,0.618,0.404,0.235,0.145,0.484,0.587 "FAT1","Panoptes3 with clinical","multi","0.746 (0.56-0.932)","0.698 (0.687-0.706)","0.595 (0.433-0.744)","0.617 (0.613-0.621)","0.696 (0.695-0.697)","0.572 (0.569-0.575)",0.19,0.81,1,0.004,0.75,0.559,0.286,0.905,0.286,0.75,0.414,0.19,0.143,0.5,0.654,0.11,0.765,1,0,0.576,0.571,0.292,0.814,0.292,0.576,0.388,0.235,0.135,0.463,0.573 "FAT1","Panoptes1","multi","0.743 (0.509-0.977)","0.68 (0.67-0.686)","0.857 (0.715-0.946)","0.659 (0.655-0.663)","0.671 (0.67-0.672)","0.724 (0.721-0.726)",0.427,0.81,0.287,0.221,0.375,0.971,0.75,0.868,0.75,0.375,0.5,0.19,0.071,0.095,0.673,0.163,0.765,1,0,0.294,0.856,0.385,0.798,0.385,0.294,0.334,0.235,0.069,0.18,0.575 "FAT1","InceptionResnetV1","10X","0.722 (0.556-0.888)","0.721 (0.709-0.725)","0.773 (0.622-0.885)","0.597 (0.593-0.601)","0.715 (0.714-0.715)","0.652 (0.65-0.655)",0.36,0.818,0.837,0.343,0.625,0.806,0.417,0.906,0.417,0.625,0.5,0.182,0.114,0.273,0.715,0.119,0.768,1,0,0.405,0.727,0.309,0.802,0.309,0.405,0.35,0.232,0.094,0.304,0.566 "FAT1","InceptionV3","10X","0.694 (0.453-0.935)","0.715 (0.706-0.723)","0.705 (0.548-0.832)","0.624 (0.621-0.628)","0.697 (0.696-0.697)","0.594 (0.591-0.596)",0.309,0.818,0.979,0.027,0.75,0.694,0.353,0.926,0.353,0.75,0.48,0.182,0.136,0.386,0.722,0.122,0.768,1,0,0.552,0.606,0.297,0.818,0.297,0.552,0.386,0.232,0.128,0.43,0.579 "FAT1","InceptionResnetV2","10X","0.646 (0.432-0.859)","0.748 (0.74-0.755)","0.773 (0.622-0.885)","0.55 (0.547-0.554)","0.746 (0.746-0.746)","0.671 (0.669-0.674)",0.052,0.818,0.837,0.343,0.125,0.917,0.25,0.825,0.25,0.125,0.167,0.182,0.023,0.091,0.521,0.027,0.768,1,0,0.218,0.808,0.255,0.774,0.255,0.218,0.235,0.232,0.05,0.198,0.513 "FAT1","InceptionV1","10X","0.5 (0.5-0.5)","0 (0-0)","0.818 (0.673-0.918)","0.5 (0.5-0.5)","0 (0-0)","0.768 (0.766-0.771)",0,0.818,0.593,0.013,0,1,NA,0.818,NA,0,NA,0.182,0,0,0.5,0,0.768,0.502,0,0,1,NA,0.768,NA,0,NA,0.232,0,0,0.5 "FBXW7","InceptionV3","10X","0.629 (0.366-0.892)","0.695 (0.688-0.707)","0.841 (0.699-0.934)","0.606 (0.602-0.609)","0.677 (0.676-0.677)","0.664 (0.662-0.667)",0.384,0.795,0.297,0.131,0.333,0.971,0.75,0.85,0.75,0.333,0.462,0.205,0.068,0.091,0.652,0.136,0.745,1,0,0.376,0.763,0.352,0.781,0.352,0.376,0.364,0.255,0.096,0.273,0.57 "FBXW7","Panoptes2","multi","0.614 (0.369-0.859)","0.811 (0.803-0.818)","0.683 (0.519-0.819)","0.533 (0.529-0.537)","0.696 (0.695-0.696)","0.639 (0.636-0.642)",-0.06,0.805,0.98,1,0.125,0.818,0.143,0.794,0.143,0.125,0.133,0.195,0.024,0.171,0.472,0.039,0.732,1,0,0.259,0.778,0.299,0.742,0.299,0.259,0.278,0.268,0.069,0.232,0.519 "FBXW7","InceptionResnetV2","10X","0.594 (0.34-0.847)","0.722 (0.71-0.728)","0.773 (0.622-0.885)","0.568 (0.565-0.572)","0.71 (0.71-0.711)","0.613 (0.611-0.616)",0.163,0.795,0.721,0.343,0.222,0.914,0.4,0.821,0.4,0.222,0.286,0.205,0.045,0.114,0.568,0.08,0.745,1,0,0.403,0.685,0.305,0.77,0.305,0.403,0.347,0.255,0.103,0.338,0.544 "FBXW7","InceptionV1","10X","0.584 (0.339-0.83)","0.719 (0.713-0.732)","0.795 (0.647-0.902)","0.592 (0.588-0.595)","0.688 (0.688-0.689)","0.745 (0.743-0.747)",0,0.795,0.588,0.008,0,1,NA,0.795,NA,0,NA,0.205,0,0,0.5,0,0.745,0.492,0,0,1,1,0.745,1,0,0,0.255,0,0,0.5 "FBXW7","InceptionResnetV1","10X","0.575 (0.339-0.811)","0.753 (0.735-0.751)","0.727 (0.572-0.85)","0.536 (0.533-0.539)","0.753 (0.753-0.754)","0.599 (0.596-0.601)",-0.004,0.795,0.901,0.386,0.111,0.886,0.2,0.795,0.2,0.111,0.143,0.205,0.023,0.114,0.498,0.024,0.745,1,0,0.339,0.688,0.271,0.752,0.271,0.339,0.301,0.255,0.086,0.319,0.513 "FBXW7","Panoptes3 with clinical","multi","0.542 (0.287-0.796)","0.76 (0.741-0.759)","0.78 (0.624-0.894)","0.523 (0.518-0.527)","0.71 (0.71-0.711)","0.613 (0.61-0.616)",0.185,0.805,0.731,0.505,0.25,0.909,0.4,0.833,0.4,0.25,0.308,0.195,0.049,0.122,0.58,0.019,0.732,1,0.01,0.286,0.732,0.281,0.737,0.281,0.286,0.284,0.268,0.077,0.273,0.509 "FBXW7","Panoptes2 with clinical","multi","0.519 (0.282-0.756)","0.786 (0.771-0.786)","0.756 (0.597-0.876)","0.521 (0.517-0.525)","0.717 (0.716-0.718)","0.607 (0.604-0.61)",0.142,0.805,0.839,0.752,0.25,0.879,0.333,0.829,0.333,0.25,0.286,0.195,0.049,0.146,0.564,0.016,0.732,1,0,0.296,0.721,0.279,0.737,0.279,0.296,0.287,0.268,0.079,0.283,0.508 "FBXW7","Panoptes1 with clinical","multi","0.508 (0.252-0.763)","0.792 (0.777-0.79)","0.683 (0.519-0.819)","0.517 (0.513-0.521)","0.745 (0.744-0.746)","0.564 (0.561-0.567)",-0.177,0.805,0.98,0.579,0,0.848,0,0.778,0,0,NA,0.195,0,0.122,0.424,-0.038,0.732,1,0,0.298,0.661,0.243,0.721,0.243,0.298,0.268,0.268,0.08,0.328,0.48 "FBXW7","Panoptes1","multi","0.508 (0.268-0.747)","0.794 (0.782-0.796)","0.683 (0.519-0.819)","0.505 (0.501-0.509)","0.737 (0.737-0.738)","0.569 (0.566-0.572)",-0.06,0.805,0.98,1,0.125,0.818,0.143,0.794,0.143,0.125,0.133,0.195,0.024,0.171,0.472,-0.05,0.732,1,0,0.268,0.679,0.234,0.718,0.234,0.268,0.25,0.268,0.072,0.307,0.474 "FBXW7","Panoptes4 with clinical","multi","0.508 (0.243-0.772)","0.768 (0.759-0.777)","0.707 (0.545-0.839)","0.492 (0.488-0.496)","0.708 (0.707-0.709)","0.597 (0.594-0.601)",-0.029,0.805,0.956,0.773,0.125,0.848,0.167,0.8,0.167,0.125,0.143,0.195,0.024,0.146,0.487,0.02,0.732,1,0,0.323,0.698,0.281,0.738,0.281,0.323,0.3,0.268,0.086,0.308,0.51 "FBXW7","Panoptes4","multi","0.496 (0.25-0.743)","0.781 (0.763-0.783)","0.78 (0.624-0.894)","0.508 (0.504-0.512)","0.733 (0.732-0.733)","0.633 (0.63-0.636)",-0.045,0.805,0.731,0.046,0,0.97,0,0.8,0,0,NA,0.195,0,0.024,0.485,-0.007,0.732,1,0,0.204,0.789,0.261,0.731,0.261,0.204,0.229,0.268,0.055,0.209,0.497 "FBXW7","Panoptes3","multi","0.447 (0.194-0.7)","0.81 (0.795-0.81)","0.78 (0.624-0.894)","0.496 (0.492-0.5)","0.716 (0.715-0.716)","0.673 (0.67-0.676)",-0.045,0.805,0.731,0.046,0,0.97,0,0.8,0,0,NA,0.195,0,0.024,0.485,0.022,0.732,1,0,0.158,0.861,0.293,0.737,0.293,0.158,0.206,0.268,0.042,0.145,0.509 "FBXW7","InceptionV2","10X","0.443 (0.389-0.496)","0.795 (0.786-0.797)","0.795 (0.647-0.902)","0.444 (0.442-0.446)","0.802 (0.801-0.802)","0.745 (0.743-0.747)",0,0.795,0.588,0.008,0,1,NA,0.795,NA,0,NA,0.205,0,0,0.5,0,0.745,0.501,0,0,1,NA,0.745,NA,0,NA,0.255,0,0,0.5 "FGFR2","InceptionV1","10X","0.76 (0.549-0.971)","0.884 (0.877-0.886)","0.163 (0.068-0.307)","0.568 (0.565-0.572)","0.848 (0.848-0.849)","0.183 (0.181-0.185)",0,0.837,1,0,1,0,0.163,NA,0.163,1,0.28,0.163,0.163,1,0.5,0,0.817,1,0,1,0,0.183,NA,0.183,1,0.309,0.183,0.183,1,0.5 "FGFR2","Panoptes4 with clinical","multi","0.755 (0.54-0.97)","0.71 (0.704-0.719)","0.833 (0.686-0.93)","0.451 (0.446-0.455)","0.769 (0.768-0.769)","0.802 (0.799-0.804)",0,0.833,0.599,0.023,0,1,NA,0.833,NA,0,NA,0.167,0,0,0.5,0,0.802,0.577,0,0,1,0.037,0.802,0.037,0,0,0.198,0,0,0.5 "FGFR2","Panoptes2 with clinical","multi","0.735 (0.504-0.965)","0.721 (0.707-0.722)","0.81 (0.659-0.914)","0.551 (0.546-0.555)","0.781 (0.78-0.781)","0.58 (0.577-0.583)",0.226,0.833,0.742,0.724,0.286,0.914,0.4,0.865,0.4,0.286,0.333,0.167,0.048,0.119,0.6,0.05,0.802,1,0,0.46,0.609,0.225,0.82,0.225,0.46,0.302,0.198,0.091,0.404,0.535 "FGFR2","Panoptes1 with clinical","multi","0.71 (0.495-0.926)","0.896 (0.887-0.897)","0.833 (0.686-0.93)","0.46 (0.455-0.464)","0.806 (0.806-0.807)","0.802 (0.8-0.804)",0,0.833,0.599,0.023,0,1,NA,0.833,NA,0,NA,0.167,0,0,0.5,0,0.802,0.502,0,0,1,NA,0.802,NA,0,NA,0.198,0,0,0.5 "FGFR2","Panoptes3","multi","0.686 (0.451-0.921)","0.739 (0.734-0.752)","0.833 (0.686-0.93)","0.539 (0.535-0.543)","0.787 (0.787-0.788)","0.755 (0.752-0.757)",0,0.833,0.599,0.023,0,1,NA,0.833,NA,0,NA,0.167,0,0,0.5,0.012,0.802,1,0,0.091,0.919,0.216,0.804,0.216,0.091,0.128,0.198,0.018,0.083,0.505 "FGFR2","Panoptes4","multi","0.678 (0.425-0.93)","0.749 (0.734-0.752)","0.738 (0.58-0.861)","0.523 (0.519-0.528)","0.784 (0.783-0.785)","0.572 (0.569-0.575)",0.108,0.833,0.962,1,0.286,0.829,0.25,0.853,0.25,0.286,0.267,0.167,0.048,0.19,0.557,0.038,0.802,1,0,0.451,0.602,0.219,0.816,0.219,0.451,0.294,0.198,0.089,0.409,0.526 "FGFR2","Panoptes2","multi","0.657 (0.411-0.903)","0.753 (0.748-0.763)","0.833 (0.686-0.93)","0.508 (0.503-0.512)","0.791 (0.791-0.792)","0.721 (0.718-0.723)",0,0.833,0.599,0.023,0,1,NA,0.833,NA,0,NA,0.167,0,0,0.5,0.043,0.802,1,0,0.187,0.853,0.238,0.809,0.238,0.187,0.209,0.198,0.037,0.155,0.52 "FGFR2","InceptionResnetV1","10X","0.643 (0.377-0.909)","0.745 (0.745-0.765)","0.721 (0.563-0.847)","0.526 (0.522-0.53)","0.808 (0.808-0.809)","0.541 (0.538-0.544)",0.239,0.837,0.984,0.149,0.571,0.75,0.308,0.9,0.308,0.571,0.4,0.163,0.093,0.302,0.661,0.037,0.817,1,0,0.51,0.548,0.202,0.833,0.202,0.51,0.289,0.183,0.093,0.463,0.529 "FGFR2","Panoptes3 with clinical","multi","0.612 (0.37-0.854)","0.782 (0.767-0.785)","0.81 (0.659-0.914)","0.508 (0.504-0.512)","0.788 (0.788-0.789)","0.722 (0.72-0.725)",-0.043,0.833,0.742,0.077,0,0.971,0,0.829,0,0,NA,0.167,0,0.024,0.486,0.016,0.802,1,0,0.151,0.864,0.214,0.805,0.214,0.151,0.177,0.198,0.03,0.139,0.507 "FGFR2","InceptionV2","10X","0.587 (0.402-0.772)","0.815 (0.802-0.816)","0.163 (0.068-0.307)","0.514 (0.51-0.517)","0.818 (0.817-0.819)","0.183 (0.181-0.185)",0,0.837,1,0,1,0,0.163,NA,0.163,1,0.28,0.163,0.163,1,0.5,0,0.817,1,0,1,0,0.183,NA,0.183,1,0.309,0.183,0.183,1,0.5 "FGFR2","Panoptes1","multi","0.576 (0.338-0.813)","0.786 (0.774-0.79)","0.595 (0.433-0.744)","0.511 (0.507-0.516)","0.798 (0.798-0.798)","0.568 (0.565-0.571)",0.038,0.833,1,0.052,0.429,0.629,0.188,0.846,0.188,0.429,0.261,0.167,0.071,0.381,0.529,-0.006,0.802,1,0,0.377,0.615,0.195,0.8,0.195,0.377,0.257,0.198,0.075,0.383,0.496 "FGFR2","InceptionResnetV2","10X","0.571 (0.339-0.804)","0.811 (0.804-0.82)","0.744 (0.588-0.865)","0.513 (0.509-0.516)","0.823 (0.823-0.824)","0.666 (0.663-0.668)",-0.134,0.837,0.962,0.546,0,0.889,0,0.821,0,0,NA,0.163,0,0.093,0.444,0.013,0.817,1,0,0.258,0.757,0.192,0.82,0.192,0.258,0.22,0.183,0.047,0.246,0.507 "FGFR2","InceptionV3","10X","0.563 (0.3-0.827)","0.792 (0.777-0.793)","0.465 (0.312-0.623)","0.522 (0.518-0.526)","0.811 (0.81-0.811)","0.454 (0.451-0.456)",0.008,0.837,1,0.001,0.571,0.444,0.167,0.842,0.167,0.571,0.258,0.163,0.093,0.558,0.508,0.019,0.817,1,0,0.618,0.417,0.192,0.83,0.192,0.618,0.293,0.183,0.113,0.59,0.518 "JAK1","Panoptes2 with clinical","multi","0.662 (0.41-0.914)","0.765 (0.759-0.776)","0.61 (0.445-0.758)","0.612 (0.605-0.618)","0.862 (0.862-0.863)","0.551 (0.548-0.554)",0.076,0.854,1,0.024,0.5,0.629,0.188,0.88,0.188,0.5,0.273,0.146,0.073,0.39,0.564,0.069,0.896,1,0,0.636,0.541,0.139,0.928,0.139,0.636,0.228,0.104,0.066,0.477,0.589 "JAK1","Panoptes1","multi","0.619 (0.382-0.857)","0.8 (0.79-0.804)","0.805 (0.651-0.912)","0.607 (0.601-0.614)","0.857 (0.856-0.857)","0.697 (0.693-0.7)",0.094,0.854,0.864,0.724,0.167,0.914,0.25,0.865,0.25,0.167,0.2,0.146,0.024,0.098,0.54,0.086,0.896,1,0,0.424,0.728,0.154,0.916,0.154,0.424,0.226,0.104,0.044,0.288,0.576 "JAK1","Panoptes4 with clinical","multi","0.619 (0.328-0.91)","0.789 (0.788-0.805)","0.707 (0.545-0.839)","0.567 (0.561-0.574)","0.877 (0.876-0.877)","0.59 (0.587-0.593)",0.172,0.854,0.996,0.149,0.5,0.743,0.25,0.897,0.25,0.5,0.333,0.146,0.073,0.293,0.621,0.056,0.896,1,0,0.534,0.597,0.133,0.917,0.133,0.534,0.213,0.104,0.056,0.417,0.565 "JAK1","Panoptes3 with clinical","multi","0.595 (0.32-0.871)","0.789 (0.778-0.792)","0.61 (0.445-0.758)","0.582 (0.576-0.589)","0.86 (0.86-0.861)","0.519 (0.516-0.522)",0.076,0.854,1,0.024,0.5,0.629,0.188,0.88,0.188,0.5,0.273,0.146,0.073,0.39,0.564,0.047,0.896,1,0,0.62,0.507,0.128,0.92,0.128,0.62,0.212,0.104,0.065,0.506,0.564 "JAK1","InceptionV3","10X","0.568 (0.276-0.859)","0.781 (0.767-0.787)","0.75 (0.597-0.868)","0.582 (0.576-0.588)","0.848 (0.847-0.848)","0.748 (0.746-0.751)",0.117,0.841,0.962,1,0.286,0.838,0.25,0.861,0.25,0.286,0.267,0.159,0.045,0.182,0.562,0.125,0.894,1,0,0.399,0.79,0.184,0.917,0.184,0.399,0.252,0.106,0.042,0.231,0.594 "JAK1","Panoptes1 with clinical","multi","0.562 (0.323-0.801)","0.815 (0.797-0.812)","0.756 (0.597-0.876)","0.566 (0.56-0.573)","0.866 (0.866-0.867)","0.723 (0.72-0.726)",0.024,0.854,0.97,1,0.167,0.857,0.167,0.857,0.167,0.167,0.167,0.146,0.024,0.146,0.512,0.068,0.896,1,0,0.339,0.768,0.145,0.909,0.145,0.339,0.204,0.104,0.035,0.243,0.554 "JAK1","InceptionResnetV2","10X","0.556 (0.252-0.86)","0.777 (0.769-0.786)","0.75 (0.597-0.868)","0.579 (0.573-0.585)","0.852 (0.851-0.852)","0.697 (0.694-0.7)",0.117,0.841,0.962,1,0.286,0.838,0.25,0.861,0.25,0.286,0.267,0.159,0.045,0.182,0.562,0.086,0.894,1,0,0.42,0.73,0.156,0.914,0.156,0.42,0.227,0.106,0.045,0.286,0.575 "JAK1","Panoptes4","multi","0.552 (0.257-0.847)","0.808 (0.797-0.811)","0.878 (0.738-0.959)","0.589 (0.582-0.595)","0.863 (0.863-0.864)","0.756 (0.753-0.759)",0.255,0.854,0.433,0.074,0.167,1,1,0.875,1,0.167,0.286,0.146,0.024,0.024,0.583,0.08,0.896,1,0,0.305,0.809,0.156,0.909,0.156,0.305,0.207,0.104,0.032,0.203,0.557 "JAK1","Panoptes3","multi","0.538 (0.247-0.829)","0.81 (0.789-0.804)","0.732 (0.571-0.858)","0.574 (0.567-0.581)","0.871 (0.871-0.872)","0.704 (0.701-0.707)",0.11,0.854,0.988,0.546,0.333,0.8,0.222,0.875,0.222,0.333,0.267,0.146,0.049,0.22,0.567,0.071,0.896,1,0,0.379,0.742,0.146,0.911,0.146,0.379,0.211,0.104,0.039,0.271,0.56 "JAK1","Panoptes2","multi","0.495 (0.168-0.823)","0.804 (0.798-0.815)","0.78 (0.624-0.894)","0.592 (0.585-0.599)","0.849 (0.849-0.85)","0.677 (0.673-0.68)",0.178,0.854,0.932,1,0.333,0.857,0.286,0.882,0.286,0.333,0.308,0.146,0.049,0.171,0.595,0.078,0.896,1,0,0.443,0.704,0.148,0.916,0.148,0.443,0.222,0.104,0.046,0.312,0.573 "JAK1","InceptionV1","10X","0.467 (0.13-0.805)","0.771 (0.756-0.77)","0.636 (0.478-0.776)","0.649 (0.643-0.654)","0.839 (0.839-0.839)","0.623 (0.621-0.626)",0.071,0.841,1,0.08,0.429,0.676,0.2,0.862,0.2,0.429,0.273,0.159,0.068,0.341,0.552,0.107,0.894,1,0,0.612,0.625,0.162,0.931,0.162,0.612,0.256,0.106,0.065,0.4,0.618 "JAK1","InceptionV2","10X","0.463 (0.156-0.77)","0.778 (0.767-0.785)","0.159 (0.066-0.301)","0.551 (0.546-0.557)","0.863 (0.862-0.863)","0.106 (0.104-0.108)",0,0.841,1,0,1,0,0.159,NA,0.159,1,0.275,0.159,0.159,1,0.5,0,0.894,1,0,1,0,0.106,NA,0.106,1,0.192,0.106,0.106,1,0.5 "JAK1","InceptionResnetV1","10X","0.417 (0.11-0.724)","0.761 (0.751-0.766)","0.841 (0.699-0.934)","0.619 (0.613-0.625)","0.835 (0.835-0.836)","0.774 (0.771-0.776)",0.369,0.841,0.599,1,0.429,0.919,0.5,0.895,0.5,0.429,0.462,0.159,0.068,0.136,0.674,0.165,0.894,1,0,0.419,0.816,0.213,0.922,0.213,0.419,0.283,0.106,0.045,0.209,0.618 "KRAS","Panoptes2 with clinical","multi","0.638 (0.404-0.871)","0.668 (0.661-0.679)","0.714 (0.554-0.843)","0.515 (0.51-0.519)","0.787 (0.786-0.787)","0.631 (0.628-0.635)",0.087,0.762,0.819,0.386,0.2,0.875,0.333,0.778,0.333,0.2,0.25,0.238,0.048,0.143,0.538,0.009,0.802,1,0,0.296,0.714,0.204,0.804,0.204,0.296,0.241,0.198,0.059,0.288,0.505 "KRAS","InceptionV1","10X","0.631 (0.439-0.823)","0.818 (0.805-0.818)","0.25 (0.132-0.403)","0.486 (0.482-0.489)","0.819 (0.819-0.819)","0.214 (0.212-0.216)",0,0.75,1,0,1,0,0.25,NA,0.25,1,0.4,0.25,0.25,1,0.5,0,0.786,1,0,1,0,0.214,NA,0.214,1,0.353,0.214,0.214,1,0.5 "KRAS","Panoptes4","multi","0.628 (0.396-0.86)","0.673 (0.661-0.679)","0.762 (0.605-0.879)","0.556 (0.551-0.56)","0.77 (0.769-0.771)","0.674 (0.671-0.677)",0.239,0.762,0.584,0.343,0.3,0.906,0.5,0.806,0.5,0.3,0.375,0.238,0.071,0.143,0.603,0.046,0.802,1,0,0.277,0.772,0.231,0.812,0.231,0.277,0.252,0.198,0.055,0.237,0.525 "KRAS","Panoptes1","multi","0.612 (0.346-0.879)","0.658 (0.649-0.666)","0.595 (0.433-0.744)","0.567 (0.562-0.572)","0.812 (0.811-0.812)","0.429 (0.426-0.432)",0.19,0.762,0.995,0.015,0.7,0.562,0.333,0.857,0.333,0.7,0.452,0.238,0.167,0.5,0.631,-0.082,0.802,1,0,0.437,0.427,0.158,0.754,0.158,0.437,0.232,0.198,0.087,0.546,0.432 "KRAS","Panoptes1 with clinical","multi","0.588 (0.351-0.824)","0.688 (0.673-0.689)","0.524 (0.364-0.68)","0.544 (0.539-0.549)","0.806 (0.805-0.807)","0.424 (0.421-0.427)",0.114,0.762,1,0.004,0.7,0.469,0.292,0.833,0.292,0.7,0.412,0.238,0.167,0.571,0.584,-0.049,0.802,1,0,0.513,0.402,0.175,0.77,0.175,0.513,0.26,0.198,0.101,0.581,0.457 "KRAS","Panoptes3 with clinical","multi","0.581 (0.339-0.823)","0.682 (0.672-0.689)","0.81 (0.659-0.914)","0.502 (0.497-0.507)","0.794 (0.793-0.795)","0.672 (0.669-0.675)",0.339,0.762,0.302,0.077,0.3,0.969,0.75,0.816,0.75,0.3,0.429,0.238,0.071,0.095,0.634,-0.001,0.802,1,0,0.214,0.785,0.197,0.802,0.197,0.214,0.205,0.198,0.042,0.214,0.5 "KRAS","Panoptes4 with clinical","multi","0.572 (0.323-0.821)","0.686 (0.671-0.687)","0.667 (0.505-0.804)","0.526 (0.521-0.531)","0.781 (0.78-0.781)","0.577 (0.574-0.58)",0.192,0.762,0.944,0.423,0.5,0.719,0.357,0.821,0.357,0.5,0.417,0.238,0.119,0.333,0.609,0.02,0.802,1,0,0.408,0.619,0.209,0.809,0.209,0.408,0.276,0.198,0.081,0.387,0.513 "KRAS","InceptionV2","10X","0.565 (0.345-0.784)","0.75 (0.747-0.765)","0.25 (0.132-0.403)","0.547 (0.543-0.551)","0.81 (0.81-0.81)","0.214 (0.212-0.216)",0,0.75,1,0,1,0,0.25,NA,0.25,1,0.4,0.25,0.25,1,0.5,0,0.786,1,0,1,0,0.214,NA,0.214,1,0.353,0.214,0.214,1,0.5 "KRAS","InceptionResnetV2","10X","0.554 (0.342-0.765)","0.686 (0.678-0.695)","0.318 (0.186-0.476)","0.551 (0.547-0.555)","0.775 (0.775-0.776)","0.341 (0.339-0.344)",0.016,0.75,1,0,0.909,0.121,0.256,0.8,0.256,0.909,0.4,0.25,0.227,0.886,0.515,0.036,0.786,1,0,0.877,0.195,0.229,0.853,0.229,0.877,0.363,0.214,0.188,0.82,0.536 "KRAS","Panoptes3","multi","0.534 (0.293-0.776)","0.696 (0.686-0.705)","0.762 (0.605-0.879)","0.511 (0.506-0.516)","0.79 (0.789-0.791)","0.656 (0.653-0.659)",0.095,0.762,0.584,0.027,0.1,0.969,0.5,0.775,0.5,0.1,0.167,0.238,0.024,0.048,0.534,0.004,0.802,1,0,0.248,0.756,0.201,0.803,0.201,0.248,0.222,0.198,0.049,0.244,0.502 "KRAS","InceptionV3","10X","0.532 (0.289-0.774)","0.685 (0.675-0.693)","0.545 (0.388-0.696)","0.53 (0.526-0.534)","0.794 (0.793-0.794)","0.471 (0.468-0.474)",0.07,0.75,0.999,0.044,0.545,0.545,0.286,0.783,0.286,0.545,0.375,0.25,0.136,0.477,0.545,-0.026,0.786,1,0,0.497,0.464,0.201,0.772,0.201,0.497,0.287,0.214,0.106,0.528,0.48 "KRAS","InceptionResnetV1","10X","0.523 (0.327-0.72)","0.758 (0.75-0.765)","0.659 (0.501-0.795)","0.552 (0.548-0.555)","0.808 (0.807-0.808)","0.57 (0.568-0.573)",0,0.75,0.937,0.606,0.182,0.818,0.25,0.75,0.25,0.182,0.211,0.25,0.045,0.182,0.5,-0.057,0.786,1,0,0.282,0.649,0.179,0.768,0.179,0.282,0.219,0.214,0.06,0.336,0.465 "KRAS","Panoptes2","multi","0.522 (0.286-0.757)","0.708 (0.696-0.713)","0.69 (0.529-0.824)","0.517 (0.512-0.522)","0.798 (0.797-0.799)","0.553 (0.55-0.556)",0.117,0.762,0.895,1,0.3,0.812,0.333,0.788,0.333,0.3,0.316,0.238,0.071,0.214,0.556,-0.027,0.802,1,0,0.363,0.6,0.183,0.792,0.183,0.363,0.243,0.198,0.072,0.393,0.481 "MTOR","Panoptes1","multi","0.724 (0.496-0.951)","0.76 (0.746-0.763)","0.818 (0.673-0.918)","0.674 (0.67-0.678)","0.75 (0.75-0.751)","0.649 (0.646-0.652)",0.228,0.864,0.863,1,0.333,0.895,0.333,0.895,0.333,0.333,0.333,0.136,0.045,0.136,0.614,0.175,0.827,1,0,0.601,0.659,0.269,0.888,0.269,0.601,0.372,0.173,0.104,0.386,0.63 "MTOR","Panoptes3","multi","0.601 (0.424-0.777)","0.844 (0.827-0.84)","0.727 (0.572-0.85)","0.545 (0.541-0.549)","0.823 (0.823-0.824)","0.659 (0.656-0.662)",-0.158,0.864,0.995,1,0,0.842,0,0.842,0,0,NA,0.136,0,0.136,0.421,-0.001,0.827,1,0,0.256,0.743,0.172,0.827,0.172,0.256,0.206,0.173,0.044,0.257,0.5 "MTOR","Panoptes1 with clinical","multi","0.539 (0.246-0.833)","0.855 (0.84-0.854)","0.864 (0.726-0.948)","0.545 (0.541-0.549)","0.823 (0.823-0.824)","0.773 (0.77-0.775)",0,0.864,0.607,0.041,0,1,NA,0.864,NA,0,NA,0.136,0,0,0.5,-0.032,0.827,1,0,0.052,0.923,0.124,0.824,0.124,0.052,0.074,0.173,0.009,0.073,0.488 "MTOR","Panoptes2 with clinical","multi","0.531 (0.303-0.758)","0.857 (0.845-0.856)","0.568 (0.41-0.717)","0.604 (0.6-0.609)","0.799 (0.798-0.799)","0.597 (0.594-0.6)",0.041,0.864,1,0.006,0.5,0.579,0.158,0.88,0.158,0.5,0.24,0.136,0.068,0.432,0.539,0.117,0.827,1,0,0.586,0.6,0.234,0.874,0.234,0.586,0.334,0.173,0.101,0.432,0.593 "MTOR","Panoptes4","multi","0.531 (0.325-0.736)","0.86 (0.85-0.862)","0.545 (0.388-0.696)","0.604 (0.6-0.608)","0.8 (0.799-0.8)","0.614 (0.611-0.617)",-0.048,0.864,1,0.014,0.333,0.579,0.111,0.846,0.111,0.333,0.167,0.136,0.045,0.409,0.456,0.108,0.827,1,0,0.534,0.63,0.231,0.866,0.231,0.534,0.323,0.173,0.092,0.398,0.582 "MTOR","InceptionResnetV2","10X","0.531 (0.241-0.82)","0.84 (0.825-0.836)","0.705 (0.548-0.832)","0.559 (0.555-0.563)","0.827 (0.826-0.827)","0.586 (0.583-0.589)",0.071,0.864,0.998,0.267,0.333,0.763,0.182,0.879,0.182,0.333,0.235,0.136,0.045,0.25,0.548,0.059,0.836,1,0,0.49,0.605,0.196,0.858,0.196,0.49,0.28,0.164,0.081,0.41,0.547 "MTOR","Panoptes3 with clinical","multi","0.526 (0.348-0.705)","0.869 (0.857-0.867)","0.841 (0.699-0.934)","0.543 (0.538-0.547)","0.847 (0.846-0.848)","0.781 (0.779-0.784)",-0.041,0.864,0.755,0.131,0,0.974,0,0.86,0,0,NA,0.136,0,0.023,0.487,-0.024,0.827,1,0,0.048,0.934,0.132,0.825,0.132,0.048,0.071,0.173,0.008,0.063,0.491 "MTOR","InceptionV1","10X","0.5 (0.5-0.5)","0 (0-0)","0.864 (0.726-0.948)","0.5 (0.5-0.501)","0.827 (0.825-0.827)","0.836 (0.834-0.838)",0,0.864,0.607,0.041,0,1,NA,0.864,NA,0,NA,0.136,0,0,0.5,0,0.836,0.502,0,0,1,NA,0.836,NA,0,NA,0.164,0,0,0.5 "MTOR","InceptionV2","10X","0.5 (0.5-0.5)","0 (0-0)","0.864 (0.726-0.948)","0.5 (0.5-0.5)","0 (0-0)","0.836 (0.834-0.838)",0,0.864,0.607,0.041,0,1,NA,0.864,NA,0,NA,0.136,0,0,0.5,0,0.836,0.502,0,0,1,NA,0.836,NA,0,NA,0.164,0,0,0.5 "MTOR","InceptionV3","10X","0.5 (0.5-0.5)","0 (0-0)","0.864 (0.726-0.948)","0.5 (0.5-0.5)","0 (0-0)","0.836 (0.834-0.838)",0,0.864,0.607,0.041,0,1,NA,0.864,NA,0,NA,0.136,0,0,0.5,0,0.836,0.502,0,0,1,NA,0.836,NA,0,NA,0.164,0,0,0.5 "MTOR","Panoptes4 with clinical","multi","0.496 (0.228-0.764)","0.852 (0.838-0.853)","0.682 (0.524-0.814)","0.54 (0.536-0.544)","0.817 (0.817-0.818)","0.682 (0.679-0.685)",-0.055,0.864,1,0.423,0.167,0.763,0.1,0.853,0.1,0.167,0.125,0.136,0.023,0.227,0.465,-0.016,0.827,1,0,0.199,0.783,0.161,0.824,0.161,0.199,0.178,0.173,0.034,0.214,0.491 "MTOR","Panoptes2","multi","0.465 (0.264-0.666)","0.86 (0.849-0.86)","0.682 (0.524-0.814)","0.629 (0.625-0.634)","0.782 (0.781-0.782)","0.686 (0.683-0.688)",-0.185,0.864,1,0.789,0,0.789,0,0.833,0,0,NA,0.136,0,0.182,0.395,0.124,0.827,1,0,0.414,0.742,0.251,0.859,0.251,0.414,0.312,0.173,0.071,0.285,0.578 "MTOR","InceptionResnetV1","10X","0.399 (0.138-0.66)","0.794 (0.784-0.802)","0.841 (0.699-0.934)","0.641 (0.637-0.645)","0.772 (0.771-0.772)","0.771 (0.769-0.774)",-0.041,0.864,0.755,0.131,0,0.974,0,0.86,0,0,NA,0.136,0,0.023,0.487,0.142,0.836,1,0,0.267,0.871,0.289,0.858,0.289,0.267,0.277,0.164,0.044,0.152,0.569 "PIK3CA","Panoptes4","multi","0.689 (0.532-0.847)","0.36 (0.35-0.365)","0.636 (0.478-0.776)","0.526 (0.523-0.53)","0.473 (0.472-0.474)","0.52 (0.517-0.523)",0.265,0.523,0.087,0.453,0.739,0.524,0.63,0.647,0.63,0.739,0.68,0.523,0.386,0.614,0.631,0.038,0.507,0,0,0.561,0.477,0.525,0.514,0.525,0.561,0.543,0.507,0.285,0.542,0.519 "PIK3CA","InceptionResnetV2","10X","0.611 (0.441-0.781)","0.388 (0.381-0.395)","0.591 (0.432-0.737)","0.474 (0.471-0.477)","0.433 (0.431-0.433)","0.502 (0.499-0.504)",0.2,0.523,0.226,0.01,0.348,0.857,0.727,0.545,0.727,0.348,0.471,0.523,0.182,0.25,0.602,0.029,0.534,1,0,0.318,0.713,0.559,0.477,0.559,0.318,0.405,0.534,0.17,0.303,0.515 "PIK3CA","Panoptes3","multi","0.596 (0.426-0.767)","0.4 (0.398-0.414)","0.523 (0.367-0.675)","0.541 (0.538-0.545)","0.465 (0.464-0.465)","0.532 (0.529-0.535)",0.038,0.523,0.561,0.663,0.609,0.429,0.538,0.5,0.538,0.609,0.571,0.523,0.318,0.591,0.519,0.062,0.507,0,0,0.56,0.502,0.537,0.526,0.537,0.56,0.548,0.507,0.284,0.53,0.531 "PIK3CA","Panoptes2","multi","0.586 (0.408-0.764)","0.445 (0.433-0.452)","0.614 (0.455-0.756)","0.516 (0.512-0.519)","0.483 (0.482-0.484)","0.514 (0.511-0.517)",0.221,0.523,0.145,0.628,0.696,0.524,0.615,0.611,0.615,0.696,0.653,0.523,0.364,0.591,0.61,0.026,0.507,0,0,0.553,0.473,0.52,0.507,0.52,0.553,0.536,0.507,0.281,0.54,0.513 "PIK3CA","InceptionV3","10X","0.571 (0.398-0.745)","0.417 (0.407-0.424)","0.568 (0.41-0.717)","0.5 (0.497-0.503)","0.472 (0.472-0.473)","0.501 (0.498-0.504)",0.133,0.523,0.326,1,0.609,0.524,0.583,0.55,0.583,0.609,0.596,0.523,0.318,0.545,0.566,0.003,0.534,1,0,0.496,0.507,0.536,0.467,0.536,0.496,0.515,0.534,0.265,0.495,0.501 "PIK3CA","Panoptes3 with clinical","multi","0.569 (0.394-0.744)","0.405 (0.402-0.42)","0.591 (0.432-0.737)","0.514 (0.51-0.517)","0.488 (0.488-0.489)","0.51 (0.507-0.513)",0.163,0.523,0.226,0.034,0.826,0.333,0.576,0.636,0.576,0.826,0.679,0.523,0.432,0.75,0.58,0.018,0.507,0.028,0,0.609,0.409,0.515,0.504,0.515,0.609,0.558,0.507,0.309,0.6,0.509 "PIK3CA","Panoptes2 with clinical","multi","0.569 (0.395-0.743)","0.407 (0.398-0.416)","0.545 (0.388-0.696)","0.504 (0.501-0.508)","0.507 (0.507-0.508)","0.498 (0.495-0.501)",0.066,0.523,0.441,0.014,0.826,0.238,0.543,0.556,0.543,0.826,0.655,0.523,0.432,0.795,0.532,-0.006,0.507,1,0,0.577,0.417,0.505,0.489,0.505,0.577,0.539,0.507,0.293,0.58,0.497 "PIK3CA","Panoptes4 with clinical","multi","0.563 (0.386-0.74)","0.438 (0.424-0.445)","0.568 (0.41-0.717)","0.519 (0.515-0.523)","0.479 (0.478-0.479)","0.517 (0.514-0.52)",0.107,0.523,0.326,0.001,0.913,0.19,0.553,0.667,0.553,0.913,0.689,0.523,0.477,0.864,0.552,0.028,0.507,0,0,0.697,0.331,0.518,0.515,0.518,0.697,0.594,0.507,0.354,0.683,0.514 "PIK3CA","Panoptes1 with clinical","multi","0.534 (0.358-0.71)","0.419 (0.406-0.424)","0.477 (0.325-0.633)","0.536 (0.533-0.54)","0.481 (0.481-0.482)","0.524 (0.521-0.527)",-0.063,0.523,0.775,0.211,0.652,0.286,0.5,0.429,0.5,0.652,0.566,0.523,0.341,0.682,0.469,0.047,0.507,0,0,0.556,0.492,0.53,0.518,0.53,0.556,0.542,0.507,0.282,0.532,0.524 "PIK3CA","InceptionV1","10X","0.5 (0.5-0.5)","0 (0-0)","0.523 (0.367-0.675)","0.5 (0.5-0.5)","0 (0-0)","0.534 (0.532-0.537)",0,0.523,0.561,0,1,0,0.523,NA,0.523,1,0.687,0.523,0.523,1,0.5,0,0.534,0.501,0,1,0,0.534,NA,0.534,1,0.696,0.534,0.534,1,0.5 "PIK3CA","InceptionV2","10X","0.5 (0.5-0.5)","0 (0-0)","0.523 (0.367-0.675)","0.5 (0.5-0.5)","0.733 (0.26-0.766)","0.534 (0.532-0.537)",0,0.523,0.561,0,1,0,0.523,NA,0.523,1,0.687,0.523,0.523,1,0.5,0,0.534,0.501,0,1,0,0.534,NA,0.534,1,0.696,0.534,0.534,1,0.5 "PIK3CA","InceptionResnetV1","10X","0.5 (0.5-0.5)","0 (0-0)","0.523 (0.367-0.675)","0.5 (0.5-0.5)","0 (0-0)","0.534 (0.532-0.537)",0,0.523,0.561,0,1,0,0.523,NA,0.523,1,0.687,0.523,0.523,1,0.5,0,0.534,0.501,0,1,0,0.534,NA,0.534,1,0.696,0.534,0.534,1,0.5 "PIK3CA","Panoptes1","multi","0.472 (0.295-0.649)","0.419 (0.412-0.428)","0.5 (0.346-0.654)","0.504 (0.501-0.508)","0.499 (0.499-0.5)","0.495 (0.492-0.498)",-0.023,0.523,0.675,0.055,0.739,0.238,0.515,0.455,0.515,0.739,0.607,0.523,0.386,0.75,0.489,-0.012,0.507,1,0,0.554,0.434,0.502,0.486,0.502,0.554,0.527,0.507,0.281,0.56,0.494 "PIK3R1","InceptionResnetV1","10X","0.702 (0.524-0.88)","0.519 (0.506-0.525)","0.674 (0.515-0.809)","0.596 (0.593-0.599)","0.548 (0.546-0.548)","0.601 (0.599-0.604)",0.152,0.651,0.443,0.016,0.2,0.929,0.6,0.684,0.6,0.2,0.3,0.349,0.07,0.116,0.564,0.122,0.618,1,0,0.379,0.739,0.472,0.658,0.472,0.379,0.42,0.382,0.145,0.306,0.559 "PIK3R1","Panoptes4 with clinical","multi","0.647 (0.472-0.822)","0.533 (0.527-0.545)","0.619 (0.456-0.764)","0.599 (0.595-0.603)","0.55 (0.549-0.551)","0.575 (0.572-0.578)",0.17,0.643,0.689,1,0.467,0.704,0.467,0.704,0.467,0.467,0.467,0.357,0.167,0.357,0.585,0.129,0.597,1,0,0.517,0.614,0.475,0.653,0.475,0.517,0.495,0.403,0.208,0.439,0.566 "PIK3R1","Panoptes1 with clinical","multi","0.632 (0.447-0.817)","0.531 (0.517-0.533)","0.714 (0.554-0.843)","0.613 (0.61-0.617)","0.529 (0.529-0.529)","0.586 (0.583-0.589)",0.317,0.643,0.212,0.149,0.4,0.889,0.667,0.727,0.667,0.4,0.5,0.357,0.143,0.214,0.644,0.134,0.597,1,0,0.469,0.664,0.485,0.65,0.485,0.469,0.477,0.403,0.189,0.389,0.567 "PIK3R1","InceptionResnetV2","10X","0.61 (0.433-0.786)","0.584 (0.58-0.601)","0.605 (0.444-0.75)","0.571 (0.568-0.574)","0.583 (0.583-0.584)","0.572 (0.569-0.574)",0.057,0.651,0.79,0.332,0.267,0.786,0.4,0.667,0.4,0.267,0.32,0.349,0.093,0.233,0.526,0.083,0.618,1,0,0.413,0.669,0.435,0.649,0.435,0.413,0.424,0.382,0.158,0.362,0.541 "PIK3R1","Panoptes1","multi","0.607 (0.423-0.792)","0.548 (0.537-0.553)","0.595 (0.433-0.744)","0.566 (0.562-0.57)","0.574 (0.573-0.575)","0.546 (0.542-0.549)",0.131,0.643,0.791,1,0.467,0.667,0.438,0.692,0.438,0.467,0.452,0.357,0.167,0.381,0.567,0.086,0.597,1,0,0.54,0.549,0.447,0.639,0.447,0.54,0.489,0.403,0.218,0.487,0.545 "PIK3R1","Panoptes2","multi","0.6 (0.416-0.784)","0.556 (0.555-0.571)","0.643 (0.48-0.784)","0.601 (0.598-0.605)","0.54 (0.539-0.541)","0.594 (0.591-0.597)",0,0.643,0.57,0,0,1,NA,0.643,NA,0,NA,0.357,0,0,0.5,0.068,0.597,0.978,0,0.205,0.856,0.49,0.615,0.49,0.205,0.289,0.403,0.083,0.168,0.531 "PIK3R1","Panoptes3 with clinical","multi","0.585 (0.399-0.771)","0.59 (0.571-0.589)","0.619 (0.456-0.764)","0.605 (0.601-0.609)","0.555 (0.554-0.556)","0.577 (0.574-0.581)",0.217,0.643,0.689,0.453,0.6,0.63,0.474,0.739,0.474,0.6,0.529,0.357,0.214,0.452,0.615,0.16,0.597,1,0,0.618,0.55,0.481,0.681,0.481,0.618,0.541,0.403,0.249,0.518,0.584 "PIK3R1","Panoptes4","multi","0.573 (0.396-0.75)","0.636 (0.618-0.637)","0.548 (0.387-0.702)","0.565 (0.562-0.569)","0.581 (0.579-0.581)","0.541 (0.538-0.544)",0.107,0.643,0.925,0.169,0.6,0.519,0.409,0.7,0.409,0.6,0.486,0.357,0.214,0.524,0.559,0.099,0.597,1,0,0.613,0.492,0.449,0.653,0.449,0.613,0.518,0.403,0.247,0.55,0.553 "PIK3R1","Panoptes3","multi","0.548 (0.358-0.738)","0.601 (0.598-0.616)","0.667 (0.505-0.804)","0.592 (0.589-0.596)","0.543 (0.542-0.544)","0.591 (0.588-0.594)",0.084,0.643,0.442,0.001,0.067,1,1,0.659,1,0.067,0.125,0.357,0.024,0.024,0.533,0.055,0.597,1,0,0.183,0.866,0.48,0.611,0.48,0.183,0.265,0.403,0.074,0.154,0.525 "PIK3R1","InceptionV2","10X","0.52 (0.348-0.693)","0.609 (0.591-0.616)","0.651 (0.491-0.79)","0.514 (0.511-0.517)","0.603 (0.602-0.604)","0.618 (0.616-0.621)",0,0.651,0.57,0,0,1,NA,0.651,NA,0,NA,0.349,0,0,0.5,0,0.618,0.501,0,0,1,NA,0.618,NA,0,NA,0.382,0,0,0.5 "PIK3R1","InceptionV1","10X","0.5 (0.5-0.5)","0 (0-0)","0.651 (0.491-0.79)","0.5 (0.5-0.5)","0 (0-0)","0.618 (0.616-0.621)",0,0.651,0.57,0,0,1,NA,0.651,NA,0,NA,0.349,0,0,0.5,0,0.618,0.501,0,0,1,NA,0.618,NA,0,NA,0.382,0,0,0.5 "PIK3R1","InceptionV3","10X","0.474 (0.288-0.659)","0.636 (0.618-0.639)","0.674 (0.515-0.809)","0.548 (0.545-0.551)","0.605 (0.604-0.605)","0.565 (0.562-0.568)",0.21,0.651,0.443,0.181,0.333,0.857,0.556,0.706,0.556,0.333,0.417,0.349,0.116,0.209,0.595,0.059,0.618,1,0,0.376,0.681,0.421,0.639,0.421,0.376,0.398,0.382,0.144,0.341,0.529 "PIK3R1","Panoptes2 with clinical","multi","0.435 (0.243-0.626)","0.565 (0.565-0.58)","0.619 (0.456-0.764)","0.602 (0.599-0.606)","0.537 (0.536-0.538)","0.6 (0.597-0.603)",-0.047,0.643,0.689,0.001,0,0.963,0,0.634,0,0,NA,0.357,0,0.024,0.481,0.089,0.597,0.031,0,0.234,0.847,0.508,0.621,0.508,0.234,0.32,0.403,0.094,0.185,0.541 "PPP2R1A","InceptionV2","10X","0.561 (0.361-0.762)","0.888 (0.875-0.883)","0.864 (0.726-0.948)","0.509 (0.506-0.513)","0.838 (0.837-0.838)","0.826 (0.824-0.828)",0,0.864,0.607,0.041,0,1,NA,0.864,NA,0,NA,0.136,0,0,0.5,0,0.826,0.502,0,0,1,NA,0.826,NA,0,NA,0.174,0,0,0.5 "PPP2R1A","Panoptes2 with clinical","multi","0.559 (0.309-0.808)","0.874 (0.86-0.87)","0.814 (0.666-0.916)","0.515 (0.511-0.519)","0.867 (0.867-0.868)","0.677 (0.674-0.68)",-0.075,0.86,0.863,0.289,0,0.946,0,0.854,0,0,NA,0.14,0,0.047,0.473,-0.081,0.841,1,0,0.128,0.781,0.099,0.826,0.099,0.128,0.112,0.159,0.02,0.205,0.455 "PPP2R1A","Panoptes1","multi","0.554 (0.301-0.807)","0.845 (0.83-0.84)","0.721 (0.563-0.847)","0.529 (0.524-0.533)","0.852 (0.851-0.852)","0.638 (0.636-0.641)",-0.162,0.86,0.995,1,0,0.838,0,0.838,0,0,NA,0.14,0,0.14,0.419,-0.037,0.841,1,0,0.237,0.714,0.135,0.832,0.135,0.237,0.173,0.159,0.038,0.278,0.476 "PPP2R1A","Panoptes4 with clinical","multi","0.532 (0.243-0.82)","0.827 (0.815-0.831)","0.814 (0.666-0.916)","0.556 (0.551-0.56)","0.833 (0.833-0.834)","0.652 (0.649-0.655)",-0.075,0.86,0.863,0.289,0,0.946,0,0.854,0,0,NA,0.14,0,0.047,0.473,0.024,0.841,1,0,0.317,0.715,0.173,0.847,0.173,0.317,0.224,0.159,0.05,0.29,0.516 "PPP2R1A","Panoptes4","multi","0.532 (0.336-0.727)","0.88 (0.862-0.872)","0.767 (0.614-0.882)","0.527 (0.523-0.531)","0.875 (0.874-0.875)","0.687 (0.685-0.69)",-0.126,0.86,0.969,0.752,0,0.892,0,0.846,0,0,NA,0.14,0,0.093,0.446,-0.114,0.841,1,0,0.078,0.802,0.069,0.822,0.069,0.078,0.073,0.159,0.012,0.179,0.44 "PPP2R1A","InceptionResnetV1","10X","0.526 (0.316-0.737)","0.862 (0.85-0.86)","0.841 (0.699-0.934)","0.559 (0.555-0.562)","0.819 (0.818-0.819)","0.769 (0.767-0.771)",-0.041,0.864,0.755,0.131,0,0.974,0,0.86,0,0,NA,0.136,0,0.023,0.487,-0.021,0.826,1,0,0.066,0.917,0.143,0.824,0.143,0.066,0.091,0.174,0.011,0.08,0.492 "PPP2R1A","Panoptes1 with clinical","multi","0.514 (0.242-0.785)","0.851 (0.837-0.851)","0.814 (0.666-0.916)","0.534 (0.529-0.538)","0.851 (0.85-0.851)","0.729 (0.727-0.732)",-0.075,0.86,0.863,0.289,0,0.946,0,0.854,0,0,NA,0.14,0,0.047,0.473,-0.059,0.841,1,0,0.095,0.849,0.106,0.833,0.106,0.095,0.1,0.159,0.015,0.142,0.472 "PPP2R1A","InceptionV1","10X","0.5 (0.5-0.5)","0 (0-0)","0.864 (0.726-0.948)","0.5 (0.5-0.5)","0 (0-0)","0.826 (0.824-0.828)",0,0.864,0.607,0.041,0,1,NA,0.864,NA,0,NA,0.136,0,0,0.5,0,0.826,0.502,0,0,1,NA,0.826,NA,0,NA,0.174,0,0,0.5 "PPP2R1A","InceptionV3","10X","0.5 (0.5-0.5)","0 (0-0)","0.864 (0.726-0.948)","0.5 (0.5-0.5)","0 (0-0)","0.826 (0.824-0.828)",0,0.864,0.607,0.041,0,1,NA,0.864,NA,0,NA,0.136,0,0,0.5,0,0.826,0.502,0,0,1,NA,0.826,NA,0,NA,0.174,0,0,0.5 "PPP2R1A","InceptionResnetV2","10X","0.491 (0.223-0.759)","0.859 (0.844-0.857)","0.864 (0.726-0.948)","0.54 (0.536-0.544)","0.813 (0.813-0.814)","0.781 (0.779-0.783)",0,0.864,0.607,0.041,0,1,NA,0.864,NA,0,NA,0.136,0,0,0.5,0.01,0.826,1,0,0.079,0.929,0.19,0.828,0.19,0.079,0.112,0.174,0.014,0.073,0.504 "PPP2R1A","Panoptes3","multi","0.473 (0.259-0.687)","0.88 (0.868-0.877)","0.674 (0.515-0.809)","0.533 (0.529-0.538)","0.842 (0.841-0.843)","0.65 (0.647-0.653)",-0.19,0.86,1,0.789,0,0.784,0,0.829,0,0,NA,0.14,0,0.186,0.392,-0.013,0.841,1,0,0.259,0.723,0.15,0.838,0.15,0.259,0.19,0.159,0.041,0.274,0.491 "PPP2R1A","Panoptes2","multi","0.459 (0.223-0.696)","0.872 (0.862-0.874)","0.814 (0.666-0.916)","0.507 (0.503-0.511)","0.857 (0.857-0.857)","0.704 (0.701-0.706)",-0.075,0.86,0.863,0.289,0,0.946,0,0.854,0,0,NA,0.14,0,0.047,0.473,-0.077,0.841,1,0,0.104,0.817,0.096,0.829,0.096,0.104,0.1,0.159,0.016,0.17,0.46 "PPP2R1A","Panoptes3 with clinical","multi","0.459 (0.215-0.704)","0.87 (0.86-0.871)","0.674 (0.515-0.809)","0.485 (0.481-0.489)","0.875 (0.875-0.875)","0.609 (0.606-0.612)",-0.19,0.86,1,0.789,0,0.784,0,0.829,0,0,NA,0.14,0,0.186,0.392,-0.076,0.841,1,0,0.213,0.684,0.113,0.822,0.113,0.213,0.147,0.159,0.034,0.3,0.448 "PTEN","InceptionV2","10X","0.781 (0.579-0.984)","0.191 (0.19-0.203)","0.864 (0.726-0.948)","0.623 (0.62-0.627)","0.181 (0.18-0.181)","0.664 (0.662-0.666)",0.593,0.727,0.026,0.041,1,0.5,0.842,1,0.842,1,0.914,0.727,0.727,0.864,0.75,0.129,0.767,1,0,0.746,0.393,0.802,0.32,0.802,0.746,0.773,0.767,0.573,0.714,0.57 "PTEN","InceptionResnetV1","10X","0.779 (0.591-0.966)","0.187 (0.179-0.189)","0.795 (0.647-0.902)","0.633 (0.63-0.637)","0.19 (0.189-0.19)","0.73 (0.728-0.732)",0.327,0.727,0.201,0.008,1,0.25,0.78,1,0.78,1,0.877,0.727,0.727,0.932,0.625,0.182,0.767,1,0,0.858,0.31,0.804,0.398,0.804,0.858,0.83,0.767,0.658,0.819,0.584 "PTEN","Panoptes2","multi","0.774 (0.591-0.957)","0.181 (0.177-0.188)","0.814 (0.666-0.916)","0.651 (0.648-0.655)","0.175 (0.175-0.176)","0.666 (0.663-0.668)",0.485,0.721,0.114,0.289,0.935,0.5,0.829,0.75,0.829,0.935,0.879,0.721,0.674,0.814,0.718,0.172,0.765,1,0,0.727,0.467,0.816,0.344,0.816,0.727,0.769,0.765,0.556,0.681,0.597 "PTEN","InceptionV1","10X","0.755 (0.572-0.938)","0.181 (0.176-0.188)","0.75 (0.597-0.868)","0.62 (0.616-0.623)","0.18 (0.18-0.181)","0.688 (0.686-0.69)",0.229,0.727,0.443,0.07,0.938,0.25,0.769,0.6,0.769,0.938,0.845,0.727,0.682,0.886,0.594,0.138,0.767,1,0,0.791,0.35,0.8,0.336,0.8,0.791,0.795,0.767,0.606,0.758,0.57 "PTEN","Panoptes4","multi","0.75 (0.544-0.956)","0.184 (0.177-0.189)","0.744 (0.588-0.865)","0.668 (0.665-0.672)","0.169 (0.168-0.169)","0.662 (0.66-0.665)",0.348,0.721,0.442,1,0.839,0.5,0.812,0.545,0.812,0.839,0.825,0.721,0.605,0.744,0.669,0.188,0.765,1,0,0.71,0.507,0.824,0.35,0.824,0.71,0.763,0.765,0.543,0.659,0.609 "PTEN","Panoptes1","multi","0.747 (0.555-0.94)","0.193 (0.192-0.204)","0.814 (0.666-0.916)","0.66 (0.656-0.664)","0.173 (0.172-0.173)","0.732 (0.729-0.734)",0.454,0.721,0.114,0.077,0.968,0.417,0.811,0.833,0.811,0.968,0.882,0.721,0.698,0.86,0.692,0.214,0.765,1,0,0.848,0.356,0.811,0.418,0.811,0.848,0.829,0.765,0.648,0.8,0.602 "PTEN","Panoptes3","multi","0.747 (0.551-0.943)","0.194 (0.196-0.206)","0.791 (0.64-0.9)","0.636 (0.633-0.64)","0.18 (0.18-0.181)","0.68 (0.678-0.683)",0.404,0.721,0.2,0.182,0.935,0.417,0.806,0.714,0.806,0.935,0.866,0.721,0.674,0.837,0.676,0.159,0.765,1,0,0.766,0.402,0.806,0.345,0.806,0.766,0.786,0.765,0.586,0.726,0.584 "PTEN","Panoptes1 with clinical","multi","0.737 (0.55-0.924)","0.19 (0.191-0.204)","0.767 (0.614-0.882)","0.627 (0.623-0.631)","0.207 (0.207-0.207)","0.755 (0.752-0.757)",0.224,0.721,0.312,0.004,1,0.167,0.756,1,0.756,1,0.861,0.721,0.721,0.953,0.583,0.174,0.765,1,0,0.917,0.226,0.794,0.457,0.794,0.917,0.851,0.765,0.702,0.884,0.572 "PTEN","InceptionResnetV2","10X","0.729 (0.539-0.919)","0.186 (0.183-0.194)","0.818 (0.673-0.918)","0.607 (0.604-0.611)","0.192 (0.192-0.192)","0.735 (0.733-0.737)",0.421,0.727,0.115,0.013,1,0.333,0.8,1,0.8,1,0.889,0.727,0.727,0.909,0.667,0.159,0.767,1,0,0.878,0.262,0.797,0.395,0.797,0.878,0.836,0.767,0.674,0.846,0.57 "PTEN","Panoptes2 with clinical","multi","0.726 (0.53-0.922)","0.199 (0.191-0.204)","0.837 (0.693-0.932)","0.656 (0.652-0.659)","0.178 (0.178-0.178)","0.733 (0.73-0.735)",0.536,0.721,0.058,0.131,0.968,0.5,0.833,0.857,0.833,0.968,0.896,0.721,0.698,0.837,0.734,0.22,0.765,1,0,0.847,0.362,0.812,0.421,0.812,0.847,0.829,0.765,0.648,0.798,0.605 "PTEN","Panoptes3 with clinical","multi","0.726 (0.522-0.929)","0.205 (0.203-0.216)","0.744 (0.588-0.865)","0.603 (0.599-0.607)","0.197 (0.197-0.198)","0.604 (0.602-0.607)",0.348,0.721,0.442,1,0.839,0.5,0.812,0.545,0.812,0.839,0.825,0.721,0.605,0.744,0.669,0.132,0.765,1,0,0.622,0.545,0.817,0.307,0.817,0.622,0.706,0.765,0.476,0.583,0.584 "PTEN","Panoptes4 with clinical","multi","0.683 (0.457-0.908)","0.223 (0.22-0.236)","0.814 (0.666-0.916)","0.63 (0.626-0.634)","0.186 (0.186-0.187)","0.688 (0.686-0.691)",0.513,0.721,0.114,0.724,0.903,0.583,0.848,0.7,0.848,0.903,0.875,0.721,0.651,0.767,0.743,0.19,0.765,1,0,0.765,0.438,0.816,0.364,0.816,0.765,0.79,0.765,0.585,0.717,0.602 "PTEN","InceptionV3","10X","0.5 (0.5-0.5)","0 (0-0)","0.273 (0.15-0.428)","0.5 (0.5-0.5)","0 (0-0)","0.233 (0.231-0.235)",0,0.727,1,0,0,1,NA,0.273,NA,0,NA,0.727,0,0,0.5,0,0.767,1,0,0,1,NA,0.233,NA,0,NA,0.767,0,0,0.5 "RPL22","InceptionV3","10X","0.632 (0.395-0.868)","0.805 (0.789-0.804)","0.773 (0.622-0.885)","0.517 (0.512-0.522)","0.882 (0.881-0.882)","0.748 (0.745-0.75)",0.035,0.864,0.969,1,0.167,0.868,0.167,0.868,0.167,0.167,0.167,0.136,0.023,0.136,0.518,0.027,0.89,1,0,0.222,0.813,0.128,0.894,0.128,0.222,0.163,0.11,0.024,0.191,0.518 "RPL22","Panoptes4","multi","0.63 (0.352-0.907)","0.864 (0.85-0.863)","0.81 (0.659-0.914)","0.542 (0.537-0.548)","0.889 (0.889-0.89)","0.744 (0.742-0.747)",0.097,0.857,0.864,0.724,0.167,0.917,0.25,0.868,0.25,0.167,0.2,0.143,0.024,0.095,0.542,-0.029,0.884,1,0,0.142,0.824,0.095,0.88,0.095,0.142,0.114,0.116,0.016,0.172,0.483 "RPL22","Panoptes3","multi","0.616 (0.346-0.885)","0.788 (0.78-0.798)","0.738 (0.58-0.861)","0.504 (0.499-0.51)","0.889 (0.889-0.889)","0.621 (0.618-0.624)",0.206,0.857,0.988,0.228,0.5,0.778,0.273,0.903,0.273,0.5,0.353,0.143,0.071,0.262,0.639,-0.007,0.884,1,0,0.328,0.659,0.112,0.882,0.112,0.328,0.167,0.116,0.038,0.339,0.494 "RPL22","Panoptes2 with clinical","multi","0.579 (0.237-0.921)","0.776 (0.77-0.788)","0.81 (0.659-0.914)","0.5 (0.494-0.507)","0.875 (0.875-0.876)","0.685 (0.682-0.688)",0.222,0.857,0.864,1,0.333,0.889,0.333,0.889,0.333,0.333,0.333,0.143,0.048,0.143,0.611,0.025,0.884,1,0,0.305,0.735,0.131,0.89,0.131,0.305,0.183,0.116,0.035,0.27,0.52 "RPL22","Panoptes1","multi","0.551 (0.278-0.824)","0.818 (0.807-0.822)","0.738 (0.58-0.861)","0.5 (0.494-0.506)","0.881 (0.881-0.882)","0.621 (0.618-0.624)",0.115,0.857,0.988,0.546,0.333,0.806,0.222,0.879,0.222,0.333,0.267,0.143,0.048,0.214,0.569,0.005,0.884,1,0,0.354,0.656,0.119,0.886,0.119,0.354,0.178,0.116,0.041,0.345,0.505 "RPL22","Panoptes3 with clinical","multi","0.532 (0.177-0.887)","0.797 (0.79-0.807)","0.643 (0.48-0.784)","0.529 (0.523-0.535)","0.858 (0.857-0.858)","0.549 (0.546-0.552)",0.103,0.857,1,0.039,0.5,0.667,0.2,0.889,0.2,0.5,0.286,0.143,0.071,0.357,0.583,0.032,0.884,1,0,0.519,0.553,0.132,0.898,0.132,0.519,0.211,0.116,0.06,0.455,0.536 "RPL22","Panoptes4 with clinical","multi","0.528 (0.25-0.805)","0.824 (0.813-0.826)","0.833 (0.686-0.93)","0.498 (0.493-0.504)","0.871 (0.87-0.871)","0.72 (0.717-0.723)",0.14,0.857,0.755,0.45,0.167,0.944,0.333,0.872,0.333,0.167,0.222,0.143,0.024,0.071,0.556,0.009,0.884,1,0,0.227,0.785,0.122,0.886,0.122,0.227,0.158,0.116,0.026,0.217,0.506 "RPL22","Panoptes1 with clinical","multi","0.523 (0.212-0.834)","0.831 (0.822-0.837)","0.738 (0.58-0.861)","0.551 (0.544-0.557)","0.876 (0.875-0.877)","0.692 (0.689-0.695)",0,0.857,0.988,1,0.167,0.833,0.143,0.857,0.143,0.167,0.154,0.143,0.024,0.167,0.5,0.007,0.884,1,0,0.263,0.748,0.12,0.886,0.12,0.263,0.165,0.116,0.03,0.253,0.505 "RPL22","Panoptes2","multi","0.523 (0.166-0.88)","0.803 (0.794-0.81)","0.643 (0.48-0.784)","0.515 (0.508-0.521)","0.855 (0.854-0.855)","0.561 (0.558-0.564)",0.103,0.857,1,0.039,0.5,0.667,0.2,0.889,0.2,0.5,0.286,0.143,0.071,0.357,0.583,0.034,0.884,1,0,0.506,0.568,0.133,0.898,0.133,0.506,0.211,0.116,0.059,0.44,0.537 "RPL22","InceptionResnetV2","10X","0.518 (0.22-0.815)","0.818 (0.816-0.833)","0.75 (0.597-0.868)","0.534 (0.529-0.539)","0.898 (0.898-0.898)","0.632 (0.63-0.635)",0.008,0.864,0.987,1,0.167,0.842,0.143,0.865,0.143,0.167,0.154,0.136,0.023,0.159,0.504,-0.025,0.89,1,0,0.277,0.676,0.096,0.883,0.096,0.277,0.143,0.11,0.031,0.319,0.477 "RPL22","InceptionV2","10X","0.5 (0.5-0.5)","0 (0-0)","0.136 (0.052-0.274)","0.5 (0.5-0.5)","0 (0-0)","0.11 (0.109-0.112)",0,0.864,1,0,1,0,0.136,NA,0.136,1,0.24,0.136,0.136,1,0.5,0,0.89,1,0,1,0,0.11,NA,0.11,1,0.199,0.11,0.11,1,0.5 "RPL22","InceptionResnetV1","10X","0.496 (0.161-0.83)","0.819 (0.811-0.826)","0.841 (0.699-0.934)","0.535 (0.53-0.54)","0.884 (0.883-0.884)","0.731 (0.728-0.733)",0.144,0.864,0.755,0.45,0.167,0.947,0.333,0.878,0.333,0.167,0.222,0.136,0.023,0.068,0.557,0.002,0.89,1,0,0.207,0.796,0.112,0.89,0.112,0.207,0.145,0.11,0.023,0.205,0.502 "RPL22","InceptionV1","10X","0.456 (0.153-0.759)","0.848 (0.832-0.847)","0.136 (0.052-0.274)","0.514 (0.509-0.518)","0.885 (0.884-0.885)","0.11 (0.109-0.112)",0,0.864,1,0,1,0,0.136,NA,0.136,1,0.24,0.136,0.136,1,0.5,0,0.89,1,0,1,0,0.11,NA,0.11,1,0.199,0.11,0.11,1,0.5 "TP53","Panoptes2","multi","0.873 (0.768-0.977)","0.525 (0.522-0.536)","0.756 (0.605-0.871)","0.713 (0.709-0.717)","0.703 (0.703-0.704)","0.673 (0.67-0.676)",0.391,0.711,0.318,1,0.538,0.844,0.583,0.818,0.583,0.538,0.56,0.289,0.156,0.267,0.691,0.211,0.81,1,0,0.591,0.693,0.311,0.878,0.311,0.591,0.407,0.19,0.112,0.361,0.642 "TP53","Panoptes2 with clinical","multi","0.865 (0.761-0.97)","0.527 (0.522-0.536)","0.756 (0.605-0.871)","0.706 (0.702-0.71)","0.698 (0.698-0.698)","0.65 (0.647-0.653)",0.391,0.711,0.318,1,0.538,0.844,0.583,0.818,0.583,0.538,0.56,0.289,0.156,0.267,0.691,0.181,0.81,1,0,0.586,0.665,0.291,0.872,0.291,0.586,0.389,0.19,0.111,0.383,0.625 "TP53","Panoptes1 with clinical","multi","0.853 (0.738-0.969)","0.53 (0.515-0.532)","0.8 (0.654-0.904)","0.691 (0.687-0.695)","0.702 (0.701-0.703)","0.636 (0.633-0.639)",0.477,0.711,0.123,0.505,0.538,0.906,0.7,0.829,0.7,0.538,0.609,0.289,0.156,0.222,0.722,0.163,0.81,1,0,0.582,0.648,0.28,0.869,0.28,0.582,0.378,0.19,0.111,0.396,0.615 "TP53","InceptionV2","10X","0.837 (0.698-0.975)","0.533 (0.524-0.539)","0.778 (0.629-0.888)","0.672 (0.669-0.676)","0.683 (0.682-0.683)","0.607 (0.605-0.61)",0.483,0.711,0.208,0.752,0.692,0.812,0.6,0.867,0.6,0.692,0.643,0.289,0.2,0.333,0.752,0.153,0.787,1,0,0.603,0.608,0.295,0.849,0.295,0.603,0.396,0.213,0.129,0.437,0.606 "TP53","InceptionV1","10X","0.832 (0.7-0.963)","0.538 (0.532-0.548)","0.733 (0.581-0.854)","0.629 (0.625-0.632)","0.704 (0.703-0.705)","0.633 (0.63-0.635)",0.286,0.711,0.444,0.386,0.385,0.875,0.556,0.778,0.556,0.385,0.455,0.289,0.111,0.2,0.63,0.134,0.787,1,0,0.501,0.668,0.291,0.831,0.291,0.501,0.368,0.213,0.107,0.368,0.584 "TP53","Panoptes1","multi","0.822 (0.687-0.957)","0.54 (0.538-0.554)","0.689 (0.534-0.818)","0.705 (0.701-0.709)","0.695 (0.694-0.695)","0.533 (0.53-0.536)",0.384,0.711,0.695,0.016,0.846,0.625,0.478,0.909,0.478,0.846,0.611,0.289,0.244,0.511,0.736,0.116,0.81,1,0,0.706,0.493,0.246,0.877,0.246,0.706,0.365,0.19,0.134,0.545,0.599 "TP53","Panoptes4","multi","0.812 (0.671-0.954)","0.543 (0.531-0.549)","0.778 (0.629-0.888)","0.715 (0.711-0.719)","0.696 (0.696-0.697)","0.659 (0.656-0.662)",0.459,0.711,0.208,1,0.615,0.844,0.615,0.844,0.615,0.615,0.615,0.289,0.178,0.289,0.73,0.202,0.81,1,0,0.611,0.67,0.303,0.88,0.303,0.611,0.405,0.19,0.116,0.383,0.641 "TP53","Panoptes4 with clinical","multi","0.808 (0.668-0.948)","0.545 (0.543-0.56)","0.778 (0.629-0.888)","0.724 (0.72-0.727)","0.695 (0.694-0.695)","0.652 (0.649-0.655)",0.459,0.711,0.208,1,0.615,0.844,0.615,0.844,0.615,0.615,0.615,0.289,0.178,0.289,0.73,0.211,0.81,1,0,0.649,0.653,0.305,0.888,0.305,0.649,0.415,0.19,0.123,0.405,0.651 "TP53","Panoptes3","multi","0.8 (0.656-0.945)","0.548 (0.539-0.554)","0.733 (0.581-0.854)","0.697 (0.693-0.701)","0.7 (0.7-0.701)","0.59 (0.587-0.593)",0.405,0.711,0.444,0.386,0.692,0.75,0.529,0.857,0.529,0.692,0.6,0.289,0.2,0.378,0.721,0.139,0.81,1,0,0.636,0.579,0.262,0.871,0.262,0.636,0.371,0.19,0.121,0.462,0.607 "TP53","Panoptes3 with clinical","multi","0.781 (0.619-0.944)","0.553 (0.549-0.567)","0.756 (0.605-0.871)","0.68 (0.676-0.685)","0.705 (0.704-0.705)","0.614 (0.611-0.617)",0.443,0.711,0.318,0.546,0.692,0.781,0.562,0.862,0.562,0.692,0.621,0.289,0.2,0.356,0.737,0.145,0.81,1,0,0.594,0.618,0.268,0.867,0.268,0.594,0.369,0.19,0.113,0.422,0.606 "TP53","InceptionResnetV2","10X","0.752 (0.601-0.904)","0.569 (0.559-0.577)","0.756 (0.605-0.871)","0.639 (0.636-0.643)","0.699 (0.699-0.7)","0.737 (0.735-0.74)",0.328,0.711,0.318,0.228,0.385,0.906,0.625,0.784,0.625,0.385,0.476,0.289,0.111,0.178,0.645,0.208,0.787,1,0,0.367,0.838,0.381,0.83,0.381,0.367,0.374,0.213,0.078,0.206,0.602 "TP53","InceptionResnetV1","10X","0.728 (0.562-0.894)","0.574 (0.563-0.58)","0.778 (0.629-0.888)","0.615 (0.612-0.619)","0.709 (0.709-0.71)","0.702 (0.699-0.704)",0.373,0.711,0.208,0.114,0.385,0.938,0.714,0.789,0.714,0.385,0.5,0.289,0.111,0.156,0.661,0.132,0.787,1,0,0.333,0.802,0.313,0.816,0.313,0.333,0.323,0.213,0.071,0.227,0.568 "TP53","InceptionV3","10X","0.709 (0.513-0.905)","0.575 (0.567-0.583)","0.689 (0.534-0.818)","0.649 (0.646-0.653)","0.694 (0.693-0.694)","0.628 (0.626-0.631)",0.306,0.711,0.695,0.423,0.615,0.719,0.471,0.821,0.471,0.615,0.533,0.289,0.178,0.378,0.667,0.147,0.787,1,0,0.539,0.653,0.296,0.839,0.296,0.539,0.382,0.213,0.115,0.388,0.596 "ZFHX3","InceptionResnetV1","10X","0.824 (0.689-0.959)","0.616 (0.609-0.626)","0.773 (0.622-0.885)","0.637 (0.634-0.64)","0.696 (0.695-0.696)","0.631 (0.629-0.634)",0.353,0.773,0.584,1,0.5,0.853,0.5,0.853,0.5,0.5,0.5,0.227,0.114,0.227,0.676,0.143,0.757,1,0,0.491,0.676,0.327,0.805,0.327,0.491,0.393,0.243,0.119,0.364,0.583 "ZFHX3","Panoptes1","multi","0.814 (0.649-0.978)","0.637 (0.634-0.649)","0.814 (0.666-0.916)","0.67 (0.666-0.673)","0.686 (0.685-0.686)","0.641 (0.638-0.643)",0.48,0.791,0.44,0.724,0.667,0.853,0.545,0.906,0.545,0.667,0.6,0.209,0.14,0.256,0.76,0.184,0.773,1,0,0.568,0.662,0.331,0.839,0.331,0.568,0.418,0.227,0.129,0.391,0.615 "ZFHX3","Panoptes1 with clinical","multi","0.81 (0.623-0.997)","0.627 (0.625-0.64)","0.86 (0.721-0.947)","0.688 (0.685-0.692)","0.686 (0.686-0.687)","0.659 (0.656-0.661)",0.578,0.791,0.175,1,0.667,0.912,0.667,0.912,0.667,0.667,0.667,0.209,0.14,0.209,0.789,0.218,0.773,1,0,0.593,0.678,0.351,0.85,0.351,0.593,0.441,0.227,0.135,0.383,0.635 "ZFHX3","InceptionResnetV2","10X","0.794 (0.633-0.955)","0.621 (0.614-0.631)","0.818 (0.673-0.918)","0.6 (0.597-0.604)","0.699 (0.699-0.7)","0.659 (0.656-0.661)",0.397,0.773,0.303,0.289,0.4,0.941,0.667,0.842,0.667,0.4,0.5,0.227,0.091,0.136,0.671,0.111,0.757,1,0,0.363,0.754,0.321,0.787,0.321,0.363,0.34,0.243,0.088,0.275,0.558 "ZFHX3","Panoptes2 with clinical","multi","0.765 (0.529-1)","0.641 (0.631-0.65)","0.791 (0.64-0.9)","0.647 (0.643-0.65)","0.712 (0.712-0.713)","0.604 (0.601-0.607)",0.475,0.791,0.588,0.182,0.778,0.794,0.5,0.931,0.5,0.778,0.609,0.209,0.163,0.326,0.786,0.166,0.773,1,0,0.628,0.597,0.314,0.845,0.314,0.628,0.419,0.227,0.143,0.454,0.612 "ZFHX3","Panoptes3","multi","0.761 (0.594-0.929)","0.658 (0.646-0.666)","0.558 (0.399-0.709)","0.707 (0.704-0.711)","0.667 (0.666-0.668)","0.505 (0.502-0.508)",0.212,0.791,1,0,0.889,0.471,0.308,0.941,0.308,0.889,0.457,0.209,0.186,0.605,0.68,0.156,0.773,1,0,0.86,0.401,0.297,0.907,0.297,0.86,0.441,0.227,0.195,0.659,0.63 "ZFHX3","Panoptes4","multi","0.725 (0.524-0.927)","0.662 (0.651-0.67)","0.581 (0.421-0.73)","0.632 (0.628-0.635)","0.724 (0.723-0.725)","0.499 (0.496-0.502)",0.195,0.791,0.999,0.002,0.778,0.529,0.304,0.9,0.304,0.778,0.438,0.209,0.163,0.535,0.654,0.127,0.773,1,0,0.797,0.411,0.285,0.873,0.285,0.797,0.42,0.227,0.181,0.636,0.604 "ZFHX3","Panoptes2","multi","0.716 (0.523-0.908)","0.684 (0.67-0.687)","0.558 (0.399-0.709)","0.608 (0.604-0.611)","0.731 (0.73-0.731)","0.481 (0.478-0.484)",0.172,0.791,1,0.001,0.778,0.5,0.292,0.895,0.292,0.778,0.424,0.209,0.163,0.558,0.639,0.104,0.773,1,0,0.777,0.394,0.274,0.857,0.274,0.777,0.405,0.227,0.176,0.645,0.585 "ZFHX3","InceptionV3","10X","0.715 (0.526-0.904)","0.67 (0.662-0.681)","0.614 (0.455-0.756)","0.622 (0.619-0.625)","0.684 (0.684-0.685)","0.546 (0.543-0.548)",0.281,0.773,0.995,0.001,0.9,0.529,0.36,0.947,0.36,0.9,0.514,0.227,0.205,0.568,0.715,0.115,0.757,1,0,0.649,0.513,0.299,0.82,0.299,0.649,0.41,0.243,0.158,0.526,0.581 "ZFHX3","Panoptes4 with clinical","multi","0.712 (0.492-0.933)","0.679 (0.668-0.684)","0.558 (0.399-0.709)","0.606 (0.603-0.61)","0.732 (0.731-0.733)","0.519 (0.516-0.522)",0.172,0.791,1,0.001,0.778,0.5,0.292,0.895,0.292,0.778,0.424,0.209,0.163,0.558,0.639,0.111,0.773,1,0,0.706,0.464,0.279,0.843,0.279,0.706,0.4,0.227,0.16,0.575,0.585 "ZFHX3","Panoptes3 with clinical","multi","0.686 (0.482-0.891)","0.696 (0.686-0.703)","0.558 (0.399-0.709)","0.583 (0.579-0.586)","0.751 (0.75-0.751)","0.497 (0.494-0.5)",0.172,0.791,1,0.001,0.778,0.5,0.292,0.895,0.292,0.778,0.424,0.209,0.163,0.558,0.639,0.082,0.773,1,0,0.688,0.44,0.265,0.828,0.265,0.688,0.383,0.227,0.156,0.589,0.564 "ZFHX3","InceptionV2","10X","0.569 (0.337-0.801)","0.699 (0.68-0.697)","0.227 (0.115-0.378)","0.538 (0.535-0.542)","0.729 (0.728-0.729)","0.243 (0.241-0.245)",0,0.773,1,0,1,0,0.227,NA,0.227,1,0.37,0.227,0.227,1,0.5,0,0.757,1,0,1,0,0.243,NA,0.243,1,0.391,0.243,0.243,1,0.5 "ZFHX3","InceptionV1","10X","0.5 (0.5-0.5)","0 (0-0)","0.773 (0.622-0.885)","0.5 (0.5-0.5)","0 (0-0)","0.757 (0.755-0.759)",0,0.773,0.584,0.004,0,1,NA,0.773,NA,0,NA,0.227,0,0,0.5,0,0.757,0.501,0,0,1,NA,0.757,NA,0,NA,0.243,0,0,0.5 "Histology","Panoptes2","multi","0.969 (0.905-1)","0.685 (0.578-0.637)","0.955 (0.845-0.994)","0.87 (0.866-0.874)","0.521 (0.52-0.523)","0.871 (0.869-0.874)",0.727,0.886,0.11,0.48,0.6,1,1,0.951,1,0.6,0.75,0.114,0.068,0.068,0.8,0.344,0.931,1,0,0.636,0.889,0.298,0.971,0.298,0.636,0.406,0.069,0.044,0.147,0.762 "Histology","Panoptes4","multi","0.954 (0.87-1)","0.627 (0.536-0.592)","0.932 (0.813-0.986)","0.859 (0.854-0.863)","0.522 (0.522-0.526)","0.852 (0.849-0.854)",0.629,0.886,0.248,1,0.6,0.974,0.75,0.95,0.75,0.6,0.667,0.114,0.068,0.091,0.787,0.303,0.931,1,0,0.636,0.868,0.262,0.97,0.262,0.636,0.371,0.069,0.044,0.167,0.752 "Histology","Panoptes1","multi","0.928 (0.795-1)","0.606 (0.497-0.549)","0.795 (0.647-0.902)","0.869 (0.865-0.874)","0.548 (0.545-0.55)","0.669 (0.666-0.672)",0.369,0.886,0.976,0.046,0.8,0.795,0.333,0.969,0.333,0.8,0.471,0.114,0.091,0.273,0.797,0.171,0.931,1,0,0.878,0.654,0.158,0.986,0.158,0.878,0.268,0.069,0.061,0.383,0.766 "Histology","Panoptes1 with clinical","multi","0.928 (0.795-1)","0.606 (0.524-0.574)","0.932 (0.813-0.986)","0.84 (0.835-0.845)","0.514 (0.511-0.517)","0.83 (0.827-0.832)",0.629,0.886,0.248,1,0.6,0.974,0.75,0.95,0.75,0.6,0.667,0.114,0.068,0.091,0.787,0.273,0.931,1,0,0.657,0.842,0.236,0.971,0.236,0.657,0.347,0.069,0.045,0.192,0.75 "Histology","InceptionV3","10X","0.927 (0.851-1)","0.414 (0.391-0.428)","0.822 (0.679-0.92)","0.753 (0.749-0.757)","0.316 (0.315-0.318)","0.571 (0.568-0.574)",0.508,0.867,0.862,0.013,1,0.795,0.429,1,0.429,1,0.6,0.133,0.133,0.311,0.897,0.123,0.906,1,0,0.805,0.547,0.156,0.964,0.156,0.805,0.261,0.094,0.076,0.486,0.676 "Histology","Panoptes2 with clinical","multi","0.923 (0.78-1)","0.604 (0.496-0.553)","0.909 (0.783-0.975)","0.865 (0.86-0.869)","0.504 (0.502-0.508)","0.786 (0.783-0.789)",0.616,0.886,0.43,0.617,0.8,0.923,0.571,0.973,0.571,0.8,0.667,0.114,0.091,0.159,0.862,0.247,0.931,1,0,0.759,0.788,0.21,0.978,0.21,0.759,0.329,0.069,0.052,0.25,0.774 "Histology","InceptionV2","10X","0.923 (0.841-1)","0.473 (0.412-0.453)","0.867 (0.732-0.949)","0.766 (0.762-0.77)","0.375 (0.374-0.377)","0.795 (0.792-0.797)",0.55,0.867,0.607,0.221,0.833,0.872,0.5,0.971,0.5,0.833,0.625,0.133,0.111,0.222,0.853,0.224,0.906,1,0,0.525,0.823,0.236,0.943,0.236,0.525,0.325,0.094,0.049,0.21,0.674 "Histology","Panoptes3","multi","0.908 (0.724-1)","0.64 (0.573-0.616)","0.955 (0.845-0.994)","0.878 (0.873-0.882)","0.573 (0.571-0.576)","0.874 (0.872-0.876)",0.727,0.886,0.11,0.48,0.6,1,1,0.951,1,0.6,0.75,0.114,0.068,0.068,0.8,0.352,0.931,1,0,0.643,0.891,0.304,0.971,0.304,0.643,0.412,0.069,0.044,0.146,0.767 "Histology","Panoptes3 with clinical","multi","0.882 (0.672-1)","0.532 (0.442-0.494)","0.932 (0.813-0.986)","0.819 (0.813-0.824)","0.417 (0.415-0.418)","0.851 (0.849-0.853)",0.542,0.886,0.248,0.248,0.4,1,1,0.929,1,0.4,0.571,0.114,0.045,0.045,0.7,0.264,0.931,1,0,0.542,0.874,0.241,0.963,0.241,0.542,0.334,0.069,0.037,0.155,0.708 "Histology","InceptionResnetV1","10X","0.863 (0.658-1)","0.508 (0.444-0.491)","0.822 (0.679-0.92)","0.774 (0.77-0.778)","0.358 (0.356-0.361)","0.662 (0.659-0.664)",0.459,0.867,0.862,0.077,0.833,0.821,0.417,0.97,0.417,0.833,0.556,0.133,0.111,0.267,0.827,0.164,0.906,1,0,0.736,0.654,0.181,0.96,0.181,0.736,0.291,0.094,0.069,0.383,0.695 "Histology","Panoptes4 with clinical","multi","0.841 (0.596-1)","0.454 (0.355-0.415)","0.636 (0.478-0.776)","0.825 (0.82-0.83)","0.391 (0.389-0.392)","0.573 (0.57-0.576)",0.187,0.886,1,0.001,0.8,0.615,0.211,0.96,0.211,0.8,0.333,0.114,0.091,0.432,0.708,0.113,0.931,1,0,0.871,0.551,0.126,0.983,0.126,0.871,0.22,0.069,0.06,0.478,0.711 "Histology","InceptionResnetV2","10X","0.821 (0.571-1)","0.432 (0.367-0.41)","0.867 (0.732-0.949)","0.743 (0.738-0.747)","0.235 (0.234-0.236)","0.746 (0.744-0.749)",0.423,0.867,0.607,1,0.5,0.923,0.5,0.923,0.5,0.5,0.5,0.133,0.067,0.133,0.712,0.181,0.906,1,0,0.563,0.766,0.2,0.944,0.2,0.563,0.295,0.094,0.053,0.265,0.664 "Histology","InceptionV1","10X","0.65 (0.344-0.956)","0.315 (0.258-0.301)","0.756 (0.605-0.871)","0.598 (0.592-0.604)","0.272 (0.272-0.275)","0.776 (0.773-0.778)",0.218,0.867,0.987,0.228,0.5,0.795,0.273,0.912,0.273,0.5,0.353,0.133,0.067,0.244,0.647,0.122,0.906,1,0,0.365,0.818,0.173,0.925,0.173,0.365,0.234,0.094,0.034,0.199,0.591 "CNVH","Panoptes2 with clinical","multi","0.934 (0.86-1)","0.667 (0.647-0.669)","0.902 (0.769-0.973)","0.739 (0.736-0.742)","0.57 (0.569-0.57)","0.675 (0.672-0.678)",0.736,0.78,0.037,0.617,0.889,0.906,0.727,0.967,0.727,0.889,0.8,0.22,0.195,0.268,0.898,0.296,0.688,1,0,0.616,0.702,0.483,0.801,0.483,0.616,0.542,0.312,0.192,0.397,0.659 "CNVH","Panoptes4","multi","0.934 (0.851-1)","0.742 (0.722-0.737)","0.927 (0.801-0.985)","0.731 (0.728-0.734)","0.574 (0.573-0.575)","0.711 (0.708-0.714)",0.757,0.78,0.012,0.248,0.667,1,1,0.914,1,0.667,0.8,0.22,0.146,0.146,0.833,0.295,0.688,0,0,0.456,0.827,0.543,0.77,0.543,0.456,0.496,0.312,0.142,0.261,0.641 "CNVH","Panoptes4 with clinical","multi","0.924 (0.841-1)","0.696 (0.674-0.692)","0.878 (0.738-0.959)","0.755 (0.752-0.758)","0.577 (0.577-0.578)","0.719 (0.716-0.721)",0.596,0.78,0.088,0.371,0.556,0.969,0.833,0.886,0.833,0.556,0.667,0.22,0.122,0.146,0.762,0.304,0.688,0,0,0.442,0.844,0.562,0.77,0.562,0.442,0.495,0.312,0.138,0.245,0.643 "CNVH","Panoptes1","multi","0.91 (0.822-0.997)","0.598 (0.576-0.599)","0.854 (0.708-0.944)","0.71 (0.707-0.713)","0.544 (0.543-0.544)","0.688 (0.685-0.69)",0.492,0.78,0.174,0.221,0.444,0.969,0.8,0.861,0.8,0.444,0.571,0.22,0.098,0.122,0.707,0.227,0.688,0.67,0,0.393,0.821,0.499,0.749,0.499,0.393,0.439,0.312,0.122,0.245,0.607 "CNVH","Panoptes3","multi","0.899 (0.805-0.994)","0.592 (0.557-0.583)","0.78 (0.624-0.894)","0.737 (0.734-0.74)","0.552 (0.551-0.552)","0.705 (0.703-0.708)",0.333,0.78,0.588,1,0.444,0.875,0.5,0.848,0.5,0.444,0.471,0.22,0.098,0.195,0.66,0.285,0.688,0,0,0.456,0.818,0.532,0.769,0.532,0.456,0.491,0.312,0.142,0.267,0.637 "CNVH","Panoptes3 with clinical","multi","0.896 (0.797-0.995)","0.608 (0.569-0.591)","0.854 (0.708-0.944)","0.739 (0.736-0.742)","0.585 (0.583-0.585)","0.699 (0.696-0.701)",0.605,0.78,0.174,0.683,0.778,0.875,0.636,0.933,0.636,0.778,0.7,0.22,0.171,0.268,0.826,0.299,0.688,0,0.502,0.519,0.78,0.517,0.782,0.517,0.519,0.518,0.312,0.162,0.313,0.649 "CNVH","Panoptes2","multi","0.882 (0.777-0.987)","0.574 (0.548-0.572)","0.805 (0.651-0.912)","0.719 (0.716-0.722)","0.531 (0.53-0.532)","0.692 (0.689-0.695)",0.322,0.78,0.439,0.289,0.333,0.938,0.6,0.833,0.6,0.333,0.429,0.22,0.073,0.122,0.635,0.232,0.688,0.004,0,0.386,0.83,0.508,0.749,0.508,0.386,0.439,0.312,0.12,0.237,0.608 "CNVH","Panoptes1 with clinical","multi","0.882 (0.78-0.984)","0.496 (0.492-0.514)","0.805 (0.651-0.912)","0.712 (0.709-0.715)","0.536 (0.536-0.537)","0.694 (0.692-0.697)",0.381,0.78,0.439,0.724,0.444,0.906,0.571,0.853,0.571,0.444,0.5,0.22,0.098,0.171,0.675,0.231,0.688,0,0,0.373,0.84,0.514,0.748,0.514,0.373,0.432,0.312,0.116,0.227,0.607 "CNVH","InceptionResnetV2","10X","0.833 (0.68-0.986)","0.541 (0.529-0.547)","0.744 (0.588-0.865)","0.661 (0.658-0.664)","0.464 (0.463-0.464)","0.705 (0.702-0.707)",-0.044,0.767,0.714,0.016,0,0.97,0,0.762,0,0,NA,0.233,0,0.023,0.485,0.184,0.701,0.001,0,0.269,0.89,0.512,0.741,0.512,0.269,0.353,0.299,0.08,0.157,0.58 "CNVH","InceptionV1","10X","0.812 (0.677-0.948)","0.441 (0.434-0.453)","0.744 (0.588-0.865)","0.646 (0.643-0.649)","0.417 (0.416-0.417)","0.676 (0.674-0.679)",-0.044,0.767,0.714,0.016,0,0.97,0,0.762,0,0,NA,0.233,0,0.023,0.485,0.111,0.701,1,0,0.23,0.867,0.424,0.725,0.424,0.23,0.298,0.299,0.069,0.162,0.548 "CNVH","InceptionV3","10X","0.812 (0.653-0.972)","0.515 (0.494-0.515)","0.791 (0.64-0.9)","0.601 (0.598-0.604)","0.405 (0.405-0.406)","0.673 (0.671-0.676)",0.224,0.767,0.441,0.046,0.2,0.97,0.667,0.8,0.667,0.2,0.308,0.233,0.047,0.07,0.585,0.118,0.701,1,0,0.25,0.854,0.422,0.727,0.422,0.25,0.314,0.299,0.075,0.177,0.552 "CNVH","InceptionV2","10X","0.8 (0.668-0.932)","0.362 (0.359-0.372)","0.651 (0.491-0.79)","0.641 (0.638-0.644)","0.411 (0.41-0.412)","0.678 (0.676-0.68)",-0.091,0.767,0.972,0.606,0.1,0.818,0.143,0.75,0.143,0.1,0.118,0.233,0.023,0.163,0.459,0.087,0.701,1,0,0.185,0.888,0.414,0.719,0.414,0.185,0.256,0.299,0.055,0.133,0.537 "CNVH","InceptionResnetV1","10X","0.758 (0.61-0.905)","0.362 (0.36-0.377)","0.721 (0.563-0.847)","0.617 (0.614-0.62)","0.403 (0.402-0.404)","0.693 (0.691-0.695)",-0.084,0.767,0.818,0.043,0,0.939,0,0.756,0,0,NA,0.233,0,0.047,0.47,0.108,0.701,1,0,0.174,0.915,0.465,0.722,0.465,0.174,0.254,0.299,0.052,0.112,0.544 "CNVL","Panoptes1","multi","0.889 (0.755-1)","0.446 (0.44-0.454)","0.84 (0.639-0.955)","0.71 (0.705-0.716)","0.395 (0.394-0.395)","0.622 (0.617-0.628)",0.635,0.64,0.025,0.617,0.667,0.938,0.857,0.833,0.857,0.667,0.75,0.36,0.24,0.28,0.802,0.236,0.516,0,0,0.449,0.785,0.662,0.603,0.662,0.449,0.535,0.484,0.217,0.328,0.617 "CNVL","Panoptes3","multi","0.868 (0.719-1)","0.45 (0.448-0.462)","0.8 (0.593-0.932)","0.659 (0.653-0.665)","0.417 (0.417-0.418)","0.591 (0.586-0.596)",0.532,0.64,0.068,0.371,0.556,0.938,0.833,0.789,0.833,0.556,0.667,0.36,0.2,0.24,0.747,0.169,0.516,0,0,0.346,0.82,0.644,0.572,0.644,0.346,0.451,0.484,0.168,0.26,0.583 "CNVL","Panoptes4","multi","0.847 (0.651-1)","0.456 (0.458-0.473)","0.84 (0.639-0.955)","0.66 (0.654-0.665)","0.418 (0.417-0.418)","0.575 (0.57-0.581)",0.615,0.64,0.025,0.134,0.556,1,1,0.8,1,0.556,0.714,0.36,0.2,0.2,0.778,0.131,0.516,0,0,0.224,0.904,0.687,0.554,0.687,0.224,0.338,0.484,0.109,0.158,0.564 "CNVL","InceptionV2","10X","0.792 (0.604-0.98)","0.477 (0.469-0.485)","0.64 (0.425-0.82)","0.639 (0.634-0.644)","0.457 (0.456-0.457)","0.61 (0.606-0.615)",0.199,0.64,0.59,1,0.444,0.75,0.5,0.706,0.5,0.444,0.471,0.36,0.16,0.32,0.597,0.198,0.543,0,0,0.443,0.751,0.599,0.616,0.599,0.443,0.51,0.457,0.202,0.338,0.597 "CNVL","Panoptes3 with clinical","multi","0.757 (0.556-0.958)","0.487 (0.484-0.501)","0.72 (0.506-0.879)","0.672 (0.667-0.678)","0.413 (0.412-0.413)","0.584 (0.578-0.589)",0.345,0.64,0.271,0.45,0.444,0.875,0.667,0.737,0.667,0.444,0.533,0.36,0.16,0.24,0.66,0.155,0.516,0,0,0.348,0.805,0.626,0.568,0.626,0.348,0.447,0.484,0.168,0.269,0.576 "CNVL","Panoptes1 with clinical","multi","0.757 (0.552-0.961)","0.47 (0.461-0.476)","0.64 (0.425-0.82)","0.651 (0.645-0.657)","0.428 (0.427-0.428)","0.571 (0.566-0.576)",0.272,0.64,0.59,0.505,0.667,0.625,0.5,0.769,0.5,0.667,0.571,0.36,0.24,0.48,0.646,0.131,0.516,0,0,0.381,0.749,0.587,0.563,0.587,0.381,0.462,0.484,0.184,0.314,0.565 "CNVL","InceptionV1","10X","0.757 (0.557-0.957)","0.487 (0.485-0.501)","0.64 (0.425-0.82)","0.589 (0.583-0.594)","0.486 (0.485-0.487)","0.585 (0.58-0.589)",0.272,0.64,0.59,0.505,0.667,0.625,0.5,0.769,0.5,0.667,0.571,0.36,0.24,0.48,0.646,0.165,0.543,0,0,0.558,0.607,0.544,0.62,0.544,0.558,0.551,0.457,0.255,0.468,0.583 "CNVL","Panoptes4 with clinical","multi","0.729 (0.529-0.93)","0.515 (0.514-0.529)","0.64 (0.425-0.82)","0.656 (0.651-0.662)","0.433 (0.432-0.434)","0.576 (0.57-0.581)",0.157,0.64,0.59,0.505,0.333,0.812,0.5,0.684,0.5,0.333,0.4,0.36,0.12,0.24,0.573,0.142,0.516,0,0,0.402,0.739,0.59,0.568,0.59,0.402,0.478,0.484,0.194,0.329,0.57 "CNVL","InceptionResnetV1","10X","0.708 (0.497-0.919)","0.51 (0.501-0.519)","0.68 (0.465-0.851)","0.584 (0.579-0.59)","0.501 (0.5-0.501)","0.576 (0.571-0.581)",0.338,0.64,0.425,0.724,0.667,0.688,0.545,0.786,0.545,0.667,0.6,0.36,0.24,0.44,0.677,0.139,0.543,0,0,0.489,0.649,0.54,0.602,0.54,0.489,0.513,0.457,0.224,0.414,0.569 "CNVL","Panoptes2 with clinical","multi","0.66 (0.441-0.879)","0.555 (0.543-0.561)","0.64 (0.425-0.82)","0.639 (0.633-0.645)","0.438 (0.437-0.439)","0.562 (0.556-0.567)",0.059,0.64,0.59,0.046,0.111,0.938,0.5,0.652,0.5,0.111,0.182,0.36,0.04,0.08,0.524,0.11,0.516,0,0,0.324,0.784,0.585,0.553,0.585,0.324,0.417,0.484,0.157,0.269,0.554 "CNVL","Panoptes2","multi","0.597 (0.345-0.85)","0.554 (0.551-0.568)","0.72 (0.506-0.879)","0.586 (0.58-0.592)","0.496 (0.494-0.496)","0.524 (0.518-0.529)",0.308,0.64,0.271,0.131,0.333,0.938,0.75,0.714,0.75,0.333,0.462,0.36,0.12,0.16,0.635,0.033,0.516,0.003,0,0.287,0.746,0.514,0.527,0.514,0.287,0.368,0.484,0.139,0.27,0.516 "CNVL","InceptionResnetV2","10X","0.597 (0.328-0.866)","0.543 (0.534-0.549)","0.4 (0.211-0.613)","0.541 (0.536-0.547)","0.579 (0.579-0.58)","0.452 (0.447-0.457)",-0.068,0.64,0.996,0.039,0.667,0.25,0.333,0.571,0.333,0.667,0.444,0.36,0.24,0.72,0.458,-0.107,0.543,1,0,0.384,0.509,0.397,0.496,0.397,0.384,0.391,0.457,0.176,0.442,0.447 "CNVL","InceptionV3","10X","0.576 (0.326-0.827)","0.633 (0.626-0.644)","0.64 (0.425-0.82)","0.51 (0.504-0.515)","0.551 (0.549-0.551)","0.505 (0.5-0.509)",0,0.64,0.59,0.008,0,1,NA,0.64,NA,0,NA,0.36,0,0,0.5,-0.023,0.543,1,0,0.305,0.673,0.439,0.535,0.439,0.305,0.36,0.457,0.139,0.317,0.489 "POLE","InceptionResnetV1","10X","0.681 (0.499-0.863)","0.16 (0.156-0.166)","0.879 (0.718-0.966)","0.619 (0.615-0.624)","0.183 (0.182-0.183)","0.766 (0.762-0.769)",0,0.879,0.629,0.134,0,1,NA,0.879,NA,0,NA,0.121,0,0,0.5,-0.037,0.843,1,0,0.074,0.894,0.115,0.839,0.115,0.074,0.09,0.157,0.012,0.101,0.484 "POLE","InceptionResnetV2","10X","0.664 (0.468-0.859)","0.153 (0.15-0.158)","0.879 (0.718-0.966)","0.539 (0.533-0.545)","0.139 (0.139-0.139)","0.787 (0.784-0.79)",0,0.879,0.629,0.134,0,1,NA,0.879,NA,0,NA,0.121,0,0,0.5,-0.038,0.843,1,0,0.045,0.925,0.101,0.839,0.101,0.045,0.062,0.157,0.007,0.07,0.485 "POLE","Panoptes2 with clinical","multi","0.625 (0.116-1)","0.242 (0.221-0.242)","0.842 (0.604-0.966)","0.61 (0.597-0.624)","0.095 (0.095-0.096)","0.823 (0.819-0.827)",0,0.842,0.648,0.248,0,1,NA,0.842,NA,0,NA,0.158,0,0,0.5,0.08,0.939,1,0,0.274,0.859,0.113,0.948,0.113,0.274,0.16,0.061,0.017,0.149,0.567 "POLE","Panoptes2","multi","0.625 (0.384-0.866)","0.18 (0.178-0.192)","0.263 (0.091-0.512)","0.579 (0.567-0.591)","0.069 (0.068-0.07)","0.319 (0.313-0.324)",0.043,0.842,1,0.001,1,0.125,0.176,1,0.176,1,0.3,0.158,0.158,0.895,0.562,0.024,0.939,1,0,0.859,0.283,0.073,0.968,0.073,0.859,0.134,0.061,0.053,0.725,0.571 "POLE","InceptionV1","10X","0.569 (0.273-0.865)","0.135 (0.135-0.144)","0.697 (0.513-0.844)","0.553 (0.547-0.558)","0.162 (0.161-0.162)","0.629 (0.626-0.633)",-0.17,0.879,0.999,0.752,0,0.793,0,0.852,0,0,NA,0.121,0,0.182,0.397,0.017,0.843,1,0,0.342,0.683,0.167,0.848,0.167,0.342,0.224,0.157,0.054,0.321,0.512 "POLE","InceptionV3","10X","0.56 (0.307-0.814)","0.099 (0.099-0.105)","0.879 (0.718-0.966)","0.501 (0.495-0.507)","0.155 (0.154-0.155)","0.836 (0.833-0.839)",0,0.879,0.629,0.134,0,1,NA,0.879,NA,0,NA,0.121,0,0,0.5,-0.001,0.843,1,0,0.01,0.99,0.15,0.843,0.15,0.01,0.018,0.157,0.002,0.01,0.5 "POLE","Panoptes1 with clinical","multi","0.542 (0-1)","0.189 (0.182-0.201)","0.684 (0.434-0.874)","0.696 (0.683-0.71)","0.114 (0.113-0.114)","0.749 (0.744-0.754)",0.066,0.842,0.979,0.683,0.333,0.75,0.2,0.857,0.2,0.333,0.25,0.158,0.053,0.263,0.542,0.142,0.939,1,0,0.601,0.758,0.14,0.967,0.14,0.601,0.227,0.061,0.037,0.264,0.68 "POLE","Panoptes4","multi","0.542 (0.043-1)","0.178 (0.173-0.189)","0.842 (0.604-0.966)","0.668 (0.657-0.679)","0.09 (0.09-0.091)","0.846 (0.842-0.85)",0,0.842,0.648,0.248,0,1,NA,0.842,NA,0,NA,0.158,0,0,0.5,0.015,0.939,1,0,0.127,0.893,0.072,0.94,0.072,0.127,0.092,0.061,0.008,0.108,0.51 "POLE","Panoptes1","multi","0.542 (0.043-1)","0.178 (0.175-0.191)","0.737 (0.488-0.909)","0.662 (0.648-0.675)","0.111 (0.11-0.111)","0.766 (0.761-0.771)",0.128,0.842,0.934,1,0.333,0.812,0.25,0.867,0.25,0.333,0.286,0.158,0.053,0.211,0.573,0.095,0.939,1,0,0.424,0.788,0.116,0.954,0.116,0.424,0.182,0.061,0.026,0.225,0.606 "POLE","Panoptes3 with clinical","multi","0.521 (0.127-0.915)","0.142 (0.139-0.152)","0.789 (0.544-0.939)","0.572 (0.56-0.584)","0.07 (0.069-0.07)","0.752 (0.747-0.757)",-0.086,0.842,0.831,0.617,0,0.938,0,0.833,0,0,NA,0.158,0,0.053,0.469,0.005,0.939,1,0,0.224,0.787,0.064,0.939,0.064,0.224,0.1,0.061,0.014,0.214,0.505 "POLE","Panoptes4 with clinical","multi","0.521 (0.07-0.971)","0.153 (0.148-0.161)","0.737 (0.488-0.909)","0.564 (0.552-0.576)","0.08 (0.081-0.082)","0.707 (0.702-0.712)",0.128,0.842,0.934,1,0.333,0.812,0.25,0.867,0.25,0.333,0.286,0.158,0.053,0.211,0.573,0.003,0.939,1,0,0.273,0.736,0.063,0.939,0.063,0.273,0.103,0.061,0.017,0.265,0.504 "POLE","InceptionV2","10X","0.509 (0.273-0.744)","0.108 (0.108-0.114)","0.879 (0.718-0.966)","0.541 (0.535-0.547)","0.138 (0.138-0.138)","0.766 (0.763-0.769)",0,0.879,0.629,0.134,0,1,NA,0.879,NA,0,NA,0.121,0,0,0.5,-0.05,0.843,1,0,0.061,0.897,0.099,0.837,0.099,0.061,0.075,0.157,0.009,0.096,0.479 "POLE","Panoptes3","multi","0.479 (0.023-0.935)","0.147 (0.143-0.156)","0.684 (0.434-0.874)","0.591 (0.577-0.604)","0.082 (0.082-0.083)","0.804 (0.799-0.808)",-0.187,0.842,0.979,1,0,0.812,0,0.812,0,0,NA,0.158,0,0.158,0.406,0.024,0.939,1,0,0.198,0.844,0.077,0.941,0.077,0.198,0.11,0.061,0.012,0.159,0.521 "CNVH in Endometrioid","Panoptes1","multi","0.958 (0.886-1)","0.344 (0.324-0.355)","0.943 (0.808-0.993)","0.864 (0.859-0.87)","0.376 (0.373-0.378)","0.845 (0.843-0.847)",0.635,0.914,0.413,1,0.667,0.969,0.667,0.969,0.667,0.667,0.667,0.086,0.057,0.086,0.818,0.277,0.944,1,0,0.703,0.854,0.223,0.98,0.223,0.703,0.339,0.056,0.04,0.178,0.778 "CNVH in Endometrioid","Panoptes4 with clinical","multi","0.948 (0.868-1)","0.289 (0.274-0.295)","0.914 (0.769-0.982)","0.906 (0.901-0.91)","0.462 (0.459-0.464)","0.798 (0.796-0.801)",0.525,0.914,0.647,1,0.667,0.938,0.5,0.968,0.5,0.667,0.571,0.086,0.057,0.114,0.802,0.246,0.944,1,0,0.821,0.797,0.195,0.987,0.195,0.821,0.315,0.056,0.046,0.238,0.809 "CNVH in Endometrioid","Panoptes2","multi","0.948 (0.868-1)","0.289 (0.265-0.294)","0.914 (0.769-0.982)","0.847 (0.841-0.852)","0.296 (0.294-0.298)","0.709 (0.706-0.712)",0.624,0.914,0.647,0.248,1,0.906,0.5,1,0.5,1,0.667,0.086,0.086,0.171,0.953,0.157,0.944,1,0,0.806,0.703,0.14,0.984,0.14,0.806,0.238,0.056,0.045,0.326,0.755 "CNVH in Endometrioid","Panoptes4","multi","0.938 (0.846-1)","0.405 (0.369-0.399)","0.914 (0.769-0.982)","0.864 (0.859-0.868)","0.291 (0.288-0.292)","0.849 (0.847-0.852)",0.525,0.914,0.647,1,0.667,0.938,0.5,0.968,0.5,0.667,0.571,0.086,0.057,0.114,0.802,0.264,0.944,1,0,0.647,0.862,0.218,0.976,0.218,0.647,0.326,0.056,0.036,0.167,0.754 "CNVH in Endometrioid","Panoptes2 with clinical","multi","0.938 (0.844-1)","0.266 (0.254-0.276)","0.914 (0.769-0.982)","0.818 (0.812-0.823)","0.254 (0.254-0.255)","0.828 (0.826-0.831)",0.356,0.914,0.647,1,0.333,0.969,0.5,0.939,0.5,0.333,0.4,0.086,0.029,0.057,0.651,0.211,0.944,1,0,0.588,0.843,0.183,0.972,0.183,0.588,0.279,0.056,0.033,0.182,0.715 "CNVH in Endometrioid","Panoptes3","multi","0.927 (0.818-1)","0.249 (0.238-0.262)","0.914 (0.769-0.982)","0.817 (0.812-0.822)","0.21 (0.21-0.211)","0.862 (0.86-0.865)",0.356,0.914,0.647,1,0.333,0.969,0.5,0.939,0.5,0.333,0.4,0.086,0.029,0.057,0.651,0.231,0.944,1,0,0.504,0.884,0.206,0.968,0.206,0.504,0.292,0.056,0.028,0.138,0.694 "CNVH in Endometrioid","Panoptes3 with clinical","multi","0.927 (0.834-1)","0.349 (0.319-0.343)","0.886 (0.733-0.968)","0.801 (0.796-0.807)","0.226 (0.224-0.227)","0.791 (0.789-0.794)",0.271,0.914,0.823,1,0.333,0.938,0.333,0.938,0.333,0.333,0.333,0.086,0.029,0.086,0.635,0.167,0.944,1,0,0.591,0.803,0.152,0.97,0.152,0.591,0.242,0.056,0.033,0.219,0.697 "CNVH in Endometrioid","Panoptes1 with clinical","multi","0.833 (0.58-1)","0.162 (0.151-0.169)","0.914 (0.769-0.982)","0.843 (0.837-0.848)","0.323 (0.322-0.326)","0.84 (0.838-0.842)",0.356,0.914,0.647,1,0.333,0.969,0.5,0.939,0.5,0.333,0.4,0.086,0.029,0.057,0.651,0.254,0.944,1,0,0.66,0.851,0.209,0.977,0.209,0.66,0.318,0.056,0.037,0.178,0.755 "CNVH in Endometrioid","InceptionResnetV2","10X","0.781 (0.571-0.992)","0.166 (0.157-0.172)","0.889 (0.739-0.969)","0.672 (0.666-0.677)","0.187 (0.186-0.189)","0.866 (0.864-0.868)",0,0.889,0.629,0.134,0,1,NA,0.889,NA,0,NA,0.111,0,0,0.5,0.161,0.914,1,0.122,0.236,0.926,0.232,0.928,0.232,0.236,0.234,0.086,0.02,0.088,0.581 "CNVH in Endometrioid","InceptionResnetV1","10X","0.773 (0.598-0.949)","0.198 (0.191-0.206)","0.889 (0.739-0.969)","0.6 (0.595-0.605)","0.119 (0.119-0.119)","0.861 (0.859-0.863)",0,0.889,0.629,0.134,0,1,NA,0.889,NA,0,NA,0.111,0,0,0.5,0.057,0.914,1,0,0.123,0.931,0.143,0.918,0.143,0.123,0.132,0.086,0.011,0.074,0.527 "CNVH in Endometrioid","InceptionV1","10X","0.695 (0.435-0.956)","0.177 (0.176-0.189)","0.889 (0.739-0.969)","0.673 (0.668-0.678)","0.147 (0.147-0.148)","0.856 (0.854-0.858)",0,0.889,0.629,0.134,0,1,NA,0.889,NA,0,NA,0.111,0,0,0.5,0.095,0.914,1,0.044,0.177,0.92,0.172,0.922,0.172,0.177,0.174,0.086,0.015,0.089,0.548 "CNVH in Endometrioid","InceptionV3","10X","0.688 (0.323-1)","0.157 (0.15-0.166)","0.861 (0.705-0.953)","0.685 (0.68-0.691)","0.244 (0.242-0.244)","0.778 (0.775-0.78)",0.211,0.889,0.795,1,0.25,0.938,0.333,0.909,0.333,0.25,0.286,0.111,0.028,0.083,0.594,0.141,0.914,1,0,0.42,0.811,0.174,0.937,0.174,0.42,0.246,0.086,0.036,0.209,0.616 "CNVH in Endometrioid","InceptionV2","10X","0.547 (0.204-0.89)","0.149 (0.133-0.146)","0.889 (0.739-0.969)","0.621 (0.615-0.626)","0.171 (0.17-0.171)","0.867 (0.865-0.869)",0,0.889,0.629,0.134,0,1,NA,0.889,NA,0,NA,0.111,0,0,0.5,0.161,0.914,1,0.439,0.235,0.927,0.232,0.928,0.232,0.235,0.234,0.086,0.02,0.087,0.581 "MSI-High","InceptionResnetV1","10X","0.827 (0.705-0.948)","0.489 (0.484-0.5)","0.778 (0.629-0.888)","0.638 (0.635-0.641)","0.563 (0.562-0.563)","0.618 (0.616-0.621)",0.464,0.667,0.074,0.343,0.533,0.9,0.727,0.794,0.727,0.533,0.615,0.333,0.178,0.244,0.717,0.17,0.653,1,0,0.482,0.691,0.453,0.715,0.453,0.482,0.467,0.347,0.167,0.369,0.586 "MSI-High","Panoptes3 with clinical","multi","0.798 (0.665-0.931)","0.48 (0.477-0.493)","0.651 (0.491-0.79)","0.643 (0.639-0.646)","0.561 (0.56-0.562)","0.658 (0.655-0.661)",0.039,0.651,0.57,0.002,0.067,0.964,0.5,0.659,0.5,0.067,0.118,0.349,0.023,0.047,0.515,0.159,0.653,0,0,0.287,0.856,0.514,0.693,0.514,0.287,0.368,0.347,0.099,0.194,0.571 "MSI-High","Panoptes1","multi","0.779 (0.629-0.928)","0.494 (0.485-0.503)","0.651 (0.491-0.79)","0.632 (0.629-0.636)","0.564 (0.563-0.564)","0.664 (0.662-0.667)",0.039,0.651,0.57,0.002,0.067,0.964,0.5,0.659,0.5,0.067,0.118,0.349,0.023,0.047,0.515,0.144,0.653,0,0,0.228,0.897,0.539,0.686,0.539,0.228,0.32,0.347,0.079,0.147,0.562 "MSI-High","Panoptes4","multi","0.776 (0.633-0.92)","0.508 (0.495-0.513)","0.698 (0.539-0.828)","0.608 (0.605-0.612)","0.574 (0.574-0.575)","0.63 (0.627-0.632)",0.254,0.651,0.32,0.096,0.333,0.893,0.625,0.714,0.625,0.333,0.435,0.349,0.116,0.186,0.613,0.152,0.653,1,0,0.388,0.758,0.46,0.7,0.46,0.388,0.421,0.347,0.135,0.293,0.573 "MSI-High","Panoptes2","multi","0.764 (0.618-0.91)","0.495 (0.491-0.508)","0.651 (0.491-0.79)","0.619 (0.616-0.623)","0.576 (0.575-0.576)","0.561 (0.558-0.564)",0.344,0.651,0.57,0.01,0.867,0.536,0.5,0.882,0.5,0.867,0.634,0.349,0.302,0.605,0.701,0.144,0.653,1,0,0.65,0.513,0.415,0.734,0.415,0.65,0.507,0.347,0.226,0.543,0.582 "MSI-High","InceptionResnetV2","10X","0.756 (0.607-0.904)","0.531 (0.511-0.528)","0.733 (0.581-0.854)","0.662 (0.659-0.665)","0.548 (0.548-0.548)","0.657 (0.654-0.659)",0.308,0.667,0.217,0.043,0.333,0.933,0.714,0.737,0.714,0.333,0.455,0.333,0.111,0.156,0.633,0.205,0.653,0.002,0,0.405,0.791,0.506,0.714,0.506,0.405,0.45,0.347,0.14,0.277,0.598 "MSI-High","Panoptes1 with clinical","multi","0.74 (0.585-0.896)","0.513 (0.505-0.523)","0.698 (0.539-0.828)","0.611 (0.607-0.614)","0.589 (0.588-0.589)","0.627 (0.624-0.63)",0.167,0.651,0.32,0.001,0.133,1,1,0.683,1,0.133,0.235,0.349,0.047,0.047,0.567,0.119,0.653,1,0,0.323,0.788,0.448,0.687,0.448,0.323,0.375,0.347,0.112,0.25,0.556 "MSI-High","InceptionV2","10X","0.684 (0.524-0.845)","0.534 (0.528-0.546)","0.667 (0.51-0.8)","0.598 (0.595-0.601)","0.597 (0.597-0.598)","0.653 (0.65-0.656)",0,0.667,0.569,0,0,1,NA,0.667,NA,0,NA,0.333,0,0,0.5,0,0.653,0.501,0,0,1,NA,0.653,NA,0,NA,0.347,0,0,0.5 "MSI-High","InceptionV3","10X","0.638 (0.469-0.807)","0.566 (0.563-0.579)","0.689 (0.534-0.818)","0.63 (0.627-0.633)","0.569 (0.569-0.57)","0.632 (0.629-0.634)",0.16,0.667,0.444,0.016,0.2,0.933,0.6,0.7,0.6,0.2,0.3,0.333,0.067,0.111,0.567,0.164,0.653,1,0,0.411,0.749,0.465,0.705,0.465,0.411,0.436,0.347,0.142,0.306,0.58 "MSI-High","Panoptes3","multi","0.588 (0.408-0.768)","0.576 (0.572-0.593)","0.651 (0.491-0.79)","0.564 (0.561-0.568)","0.611 (0.61-0.612)","0.653 (0.65-0.656)",0,0.651,0.57,0,0,1,NA,0.651,NA,0,NA,0.349,0,0,0.5,0,0.653,0.501,0,0,1,NA,0.653,NA,0,NA,0.347,0,0,0.5 "MSI-High","Panoptes2 with clinical","multi","0.574 (0.399-0.748)","0.622 (0.607-0.63)","0.628 (0.467-0.77)","0.564 (0.561-0.568)","0.627 (0.626-0.628)","0.606 (0.603-0.609)",-0.046,0.651,0.689,0.001,0,0.964,0,0.643,0,0,NA,0.349,0,0.023,0.482,0.031,0.653,1,0,0.214,0.814,0.379,0.661,0.379,0.214,0.273,0.347,0.074,0.196,0.514 "MSI-High","Panoptes4 with clinical","multi","0.5 (0.429-0.571)","0.782 (0.692-0.762)","0.651 (0.491-0.79)","0.5 (0.5-0.5)","0.826 (0.826-0.827)","0.653 (0.65-0.656)",0,0.651,0.57,0,0,1,NA,0.651,NA,0,NA,0.349,0,0,0.5,0,0.653,0.504,0,0,1,0,0.653,0,0,NA,0.347,0,0,0.5 "MSI-High","InceptionV1","10X","0.5 (0.5-0.5)","0 (0-0)","0.667 (0.51-0.8)","0.5 (0.5-0.5)","0 (0-0)","0.653 (0.65-0.656)",0,0.667,0.569,0,0,1,NA,0.667,NA,0,NA,0.333,0,0,0.5,0,0.653,0.501,0,0,1,NA,0.653,NA,0,NA,0.347,0,0,0.5