{
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  "activation": "gelu",
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    "4": "Clinical utility & efficiency-Provider perspective",
    "5": "Workflow related problems",
    "6": "Provider characteristcs",
    "7": "Training",
    "8": "Patient/Physican interaction in LUS",
    "9": "Imaging modalities in general"
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  "label2id": {
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    "Credentialing / Quality Assurance Infrastructure": 1,
    "Finanicial Impact": 2,
    "Health System Characteristics": 3,
    "Imaging modalities in general": 9,
    "Patient/Physican interaction in LUS": 8,
    "Provider characteristcs": 6,
    "Training": 7,
    "Value equation: quality/cost/efficiency/patient-satisfaction": 0,
    "Workflow related problems": 5
  },
  "max_position_embeddings": 512,
  "model_type": "distilbert",
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  "n_layers": 6,
  "pad_token_id": 0,
  "problem_type": "single_label_classification",
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.41.0",
  "vocab_size": 30522
}