| { |
| "backbone": "efficientnet", |
| "age_range": "all", |
| "raw": { |
| "n": 673, |
| "mae": 2.9013785540858312, |
| "median_ae": 1.5625, |
| "rmse": 4.711129563182766, |
| "bias_me": -0.0626040124189092, |
| "std_err": 4.710713586997589, |
| "p90_ae": 7.5, |
| "max_ae": 29.953125, |
| "r2": 0.9397311210638594, |
| "pearson_r": 0.969535588744091, |
| "spearman_rho": 0.959540049898999 |
| }, |
| "bias_corrected": { |
| "n": 673, |
| "mae": 3.1802482988691194, |
| "median_ae": 1.7934387799327882, |
| "rmse": 4.998320444786215, |
| "bias_me": 0.21537843932436126, |
| "std_err": 4.993677942823512, |
| "p90_ae": 7.7748868025158275, |
| "max_ae": 30.04460422887728, |
| "r2": 0.9321591613668941, |
| "pearson_r": 0.9695355887440921, |
| "spearman_rho": 0.959540049898999 |
| }, |
| "age_bias_slope_raw": -0.04444296774817713, |
| "age_bias_slope_corrected": 0.02515369707641352, |
| "correction": { |
| "a": 0.9321109946507826, |
| "b": 1.3104531884303443 |
| }, |
| "per_age_bin": [ |
| { |
| "group": "0-2y", |
| "mae": 0.3736184298739595, |
| "n": 59 |
| }, |
| { |
| "group": "2-5y", |
| "mae": 0.7192789117495219, |
| "n": 48 |
| }, |
| { |
| "group": "5-12y", |
| "mae": 1.5302956104278564, |
| "n": 126 |
| }, |
| { |
| "group": "12-18y", |
| "mae": 1.8863303528891668, |
| "n": 72 |
| }, |
| { |
| "group": "18-25y", |
| "mae": 2.3342273890623573, |
| "n": 171 |
| }, |
| { |
| "group": "25-50y", |
| "mae": 6.161811546043113, |
| "n": 108 |
| }, |
| { |
| "group": "50-80y", |
| "mae": 5.649408190437917, |
| "n": 89 |
| } |
| ], |
| "per_site": [ |
| { |
| "group": "DataSet-10_ABIDE-I", |
| "mae": 3.1283248284283807, |
| "n": 85 |
| }, |
| { |
| "group": "DataSet-11_ABIDE-II", |
| "mae": 3.412611784758391, |
| "n": 81 |
| }, |
| { |
| "group": "DataSet-12_ADHD-200", |
| "mae": 1.1847946848188127, |
| "n": 35 |
| }, |
| { |
| "group": "DataSet-1_BCP", |
| "mae": 0.44908928649411317, |
| "n": 84 |
| }, |
| { |
| "group": "DataSet-2_Calgary", |
| "mae": 0.9224700182676315, |
| "n": 32 |
| }, |
| { |
| "group": "DataSet-3_ds002726", |
| "mae": 1.42578125, |
| "n": 4 |
| }, |
| { |
| "group": "DataSet-5_PTBP", |
| "mae": 1.6231770833333334, |
| "n": 30 |
| }, |
| { |
| "group": "DataSet-6_IXI", |
| "mae": 6.744883351209687, |
| "n": 82 |
| }, |
| { |
| "group": "DataSet-7_MPI-Leipzig", |
| "mae": 4.203125, |
| "n": 48 |
| }, |
| { |
| "group": "DataSet-8_AOMIC-ID1000", |
| "mae": 1.390074823943662, |
| "n": 142 |
| }, |
| { |
| "group": "DataSet-9_NKI-Rockland", |
| "mae": 5.899375, |
| "n": 50 |
| } |
| ], |
| "per_sex": [ |
| { |
| "group": "F", |
| "mae": 4.0396956276249245, |
| "n": 185 |
| }, |
| { |
| "group": "M", |
| "mae": 3.7382435105567753, |
| "n": 258 |
| }, |
| { |
| "group": "female", |
| "mae": 1.3485576923076923, |
| "n": 78 |
| }, |
| { |
| "group": "male", |
| "mae": 1.440673828125, |
| "n": 64 |
| } |
| ] |
| } |