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{
"_name_or_path": "medicalai/ClinicalBERT",
"_num_labels": 20,
"activation": "gelu",
"architectures": [
"DistilBertForSequenceClassification"
],
"attention_dropout": 0.1,
"dim": 768,
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"id2label": {
"0": "ALLERGY",
"1": "ASSESSMENT",
"2": "CC",
"3": "DIAGNOSIS",
"4": "DISPOSITION",
"5": "EDCOURSE",
"6": "EXAM",
"7": "FAM/SOCHX",
"8": "GENHX",
"9": "GYNHX",
"10": "IMAGING",
"11": "IMMUNIZATIONS",
"12": "LABS",
"13": "MEDICATIONS",
"14": "OTHER_HISTORY",
"15": "PASTMEDICALHX",
"16": "PASTSURGICAL",
"17": "PLAN",
"18": "PROCEDURES",
"19": "ROS"
},
"initializer_range": 0.02,
"label2id": {
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"ASSESSMENT": 1,
"CC": 2,
"DIAGNOSIS": 3,
"DISPOSITION": 4,
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"EXAM": 6,
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"GENHX": 8,
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"IMAGING": 10,
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"LABS": 12,
"MEDICATIONS": 13,
"OTHER_HISTORY": 14,
"PASTMEDICALHX": 15,
"PASTSURGICAL": 16,
"PLAN": 17,
"PROCEDURES": 18,
"ROS": 19
},
"max_position_embeddings": 512,
"model_type": "distilbert",
"n_heads": 12,
"n_layers": 6,
"output_past": true,
"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": "4.40.1",
"vocab_size": 119547
}
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