{
  "arch": "BiomedCLIPAttributeClassifier",
  "checkpoint": "final_model_full_data.pth",
  "source_run": "BioMedCLIP_GBCA_v3_multiseed_maskedloss_grouped_llm",
  "base_model": "hf-hub:microsoft/BiomedCLIP-PubMedBERT_256-vit_base_patch16_224",
  "timm_model_name": "vit_base_patch16_224",
  "image_size": 336,
  "embed_dim": 512,
  "hidden_dim": 256,
  "dropout": 0.3,
  "clip_mean": [0.48145466, 0.4578275, 0.40821073],
  "clip_std": [0.26862954, 0.26130258, 0.27577711],
  "intensity_pct_low": 1.0,
  "intensity_pct_high": 99.0,
  "ruq_frac": [0.08, 0.78, 0.0, 0.62],
  "labels": [
    "wall_thickening",
    "mass_replacing_gb",
    "polypoidal_lesion",
    "liver_invasion",
    "lymph_node_involvement",
    "biliary_obstruction",
    "adjacent_organ_involvement"
  ],
  "thresholds": {
    "wall_thickening": 0.46,
    "mass_replacing_gb": 0.62,
    "polypoidal_lesion": 0.56,
    "liver_invasion": 0.51,
    "lymph_node_involvement": 0.6,
    "biliary_obstruction": 0.62,
    "adjacent_organ_involvement": 0.5
  },
  "oof_mean_auc": 0.7273,
  "oof_mean_f1": 0.5433,
  "tta": false
}