{ "task": "multi-label-classification", "threshold_selection": "macro_F1_optimized", "validation_dataset": "validation", "thresholds": { "Medical material": 0.5090180360721444, "Arterial wall calcification": 0.1302605210420842, "Cardiomegaly": 0.09819639278557124, "Pericardial effusion": 0.21643286573146303, "Coronary artery wall calcification": 0.12825651302605212, "Hiatal hernia": 0.15230460921843691, "Lymphadenopathy": 0.1883767535070141, "Emphysema": 0.17835671342685377, "Atelectasis": 0.22645290581162336, "Lung nodule": 0.28657314629258523, "Lung opacity": 0.21643286573146303, "Pulmonary fibrotic sequela": 0.15230460921843691, "Pleural effusion": 0.5591182364729459, "Mosaic attenuation pattern": 0.19839679358717444, "Peribronchial thickening": 0.15030060120240485, "Consolidation": 0.4068136272545091, "Bronchiectasis": 0.15430861723446898, "Interlobular septal thickening": 0.20440881763527063 } }