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{ |
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"_name_or_path": "dmis-lab/biobert-base-cased-v1.2", |
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"architectures": [ |
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"BertForTokenClassification" |
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], |
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"attention_probs_dropout_prob": 0.1, |
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"gradient_checkpointing": false, |
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"hidden_act": "gelu", |
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"hidden_dropout_prob": 0.1, |
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"hidden_size": 768, |
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"id2label": { |
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"0": "I-HEIGHT", |
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"1": "B-DURATION", |
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"2": "LABEL_2", |
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"3": "I-ALCOHOL", |
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"4": "B-OXYGEN_THERAPY", |
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"5": "B-HEART_DISEASE", |
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"6": "B-COMMUNICABLE_DISEASE", |
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"7": "I-LABOUR_DELIVERY", |
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"8": "I-DATE", |
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"9": "B-WEIGHT", |
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"10": "I-CLINICAL_DEPT", |
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"11": "I-BLOOD_PRESSURE", |
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"12": "I-DISEASE_SYNDROME", |
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"13": "I-SUBSTANCE", |
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"14": "B-DOSAGE", |
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"15": "I-O2_SATURATION", |
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"16": "B-TIME", |
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"17": "B-STRENGTH", |
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"18": "I-TREATMENT", |
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"19": "B-TEST", |
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"20": "B-VS_FINDING", |
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"21": "B-PSYCHOLOGICAL_CONDITION", |
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"22": "B-AGE", |
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"23": "I-EXTERNAL_BODY_PART_OR_REGION", |
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"24": "B-DATE", |
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"25": "B-GENDER", |
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"26": "B-DIABETES", |
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"27": "I-RELATIVEDATE", |
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"28": "I-DRUG_BRANDNAME", |
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"29": "B-VACCINE", |
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"30": "B-HYPERLIPIDEMIA", |
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"31": "B-HYPERTENSION", |
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"32": "I-MODIFIER", |
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"33": "I-ROUTE", |
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"34": "I-DURATION", |
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"35": "B-DEATH_ENTITY", |
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"36": "I-VACCINE", |
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"37": "I-SYMPTOM", |
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"38": "B-SMOKING", |
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"39": "I-DIABETES", |
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"40": "I-OXYGEN_THERAPY", |
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"41": "B-RESPIRATION", |
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"42": "B-LABOUR_DELIVERY", |
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"43": "B-INTERNAL_ORGAN", |
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"44": "B-MEDICAL_DEVICE", |
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"45": "B-MODIFIER", |
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"46": "I-DOSAGE", |
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"47": "I-PREGNANCY", |
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"48": "I-WEIGHT", |
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"49": "I-TEMPERATURE", |
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"50": "I-EMPLOYMENT", |
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"51": "I-KIDNEY_DISEASE", |
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"52": "B-OBESITY", |
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"53": "B-FORM", |
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"54": "B-DIRECTION", |
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"55": "B-EXTERNAL_BODY_PART", |
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"56": "B-SECTION_HEADER", |
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"57": "I-STRENGTH", |
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"58": "I-RELATIVE_TIME", |
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"59": "I-RACE_ETHNICITY", |
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"60": "B-TREATMENT", |
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"61": "B-TEST_RESULT", |
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"62": "LABEL_62", |
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"63": "B-SUBSTANCE", |
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"64": "I-FETUS_NEWBORN", |
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"65": "I-BMI", |
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"66": "B-RELATIVE_DATE", |
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"67": "I-RESPIRATION", |
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"68": "B-O2_SATURATION", |
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"69": "I-TEST", |
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"70": "I-PULSE", |
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"71": "B-ALCOHOL", |
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"72": "B-INJURY_OR_POISONING", |
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"73": "I-HEART_DISEASE", |
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"74": "I-ONCOLOGICAL", |
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"75": "I-DEATH_ENTITY", |
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"76": "B-DRUG_BRANDNAME", |
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"77": "B-FREQUENCY", |
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"78": "B-EKG_FINDINGS", |
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"79": "I-EKG_FINDINGS", |
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"80": "B-SYMPTOM", |
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"81": "I-INJURY_OR_POISONING", |
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"82": "I-PSYCHOLOGICAL_CONDITION", |
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"83": "B-ROUTE", |
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"84": "I-VS_FINDING", |
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"85": "I-PROCEDURE", |
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"86": "I-DIRECTION", |
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"87": "B-DRUG_INGREDIENT", |
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"88": "B-BMI", |
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"89": "B-IMAGING_TECHNIQUE", |
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"90": "B-IMAGINGFINDINGS", |
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"91": "B-PREGNANCY", |
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"92": "B-RACE_ETHNICITY", |
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"93": "B-BLOOD_PRESSURE", |
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"94": "B-CLINICAL_DEPT", |
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"95": "B-KIDNEY_DISEASE", |
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"96": "I-INTERNAL_ORGAN", |
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"97": "B-DISEASE_SYNDROME", |
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"98": "B-EMPLOYMENT", |
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"99": "I-DRUG_INGREDIENT", |
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"100": "O", |
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"101": "B-RELATIVE_TIME", |
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"102": "B-ADMISSION_DISCHARGE", |
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"103": "B-HEIGHT", |
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"104": "B-PROCEDURE", |
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"105": "B-BIRTH_ENTITY", |
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"106": "I-IMAGINGFINDINGS", |
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"107": "B-ONCOLOGICAL", |
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"108": "B-FETUS_NEWBORN", |
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"109": "I-TEST_RESULT", |
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"110": "I-HYPERTENSION", |
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"111": "B-TEMPERATURE", |
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"112": "I-AGE", |
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"113": "B-PULSE", |
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"114": "PAD" |
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}, |
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"initializer_range": 0.02, |
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"intermediate_size": 3072, |
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"label2id": { |
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"I-HEIGHT": 0, |
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"B-DURATION": 1, |
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"I-CLINICAL_DEPT": 10, |
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"O": 100, |
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"B-RELATIVE_TIME": 101, |
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"B-ADMISSION_DISCHARGE": 102, |
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"B-HEIGHT": 103, |
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"B-PROCEDURE": 104, |
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"B-BIRTH_ENTITY": 105, |
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"I-IMAGINGFINDINGS": 106, |
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"B-ONCOLOGICAL": 107, |
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"B-FETUS_NEWBORN": 108, |
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"I-TEST_RESULT": 109, |
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"I-BLOOD_PRESSURE": 11, |
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"I-HYPERTENSION": 110, |
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"B-TEMPERATURE": 111, |
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"I-AGE": 112, |
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"B-PULSE": 113, |
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"PAD": 114, |
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"I-DISEASE_SYNDROME": 12, |
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"I-SUBSTANCE": 13, |
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"B-DOSAGE": 14, |
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"I-O2_SATURATION": 15, |
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"B-TIME": 16, |
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"B-STRENGTH": 17, |
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"I-TREATMENT": 18, |
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"B-TEST": 19, |
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"I-FREQUENCY": 2, |
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"B-VS_FINDING": 20, |
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"B-PSYCHOLOGICAL_CONDITION": 21, |
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"B-AGE": 22, |
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"I-EXTERNAL_BODY_PART_OR_REGION": 23, |
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"B-DATE": 24, |
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"B-GENDER": 25, |
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"B-DIABETES": 26, |
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"I-RELATIVEDATE": 27, |
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"I-DRUG_BRANDNAME": 28, |
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"B-VACCINE": 29, |
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"I-ALCOHOL": 3, |
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"B-HYPERLIPIDEMIA": 30, |
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"B-HYPERTENSION": 31, |
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"I-MODIFIER": 32, |
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"I-ROUTE": 33, |
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"I-DURATION": 34, |
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"B-DEATH_ENTITY": 35, |
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"I-VACCINE": 36, |
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"I-SYMPTOM": 37, |
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"B-SMOKING": 38, |
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"I-DIABETES": 39, |
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"B-OXYGEN_THERAPY": 4, |
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"I-OXYGEN_THERAPY": 40, |
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"B-RESPIRATION": 41, |
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"B-LABOUR_DELIVERY": 42, |
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"B-INTERNAL_ORGAN": 43, |
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"B-MEDICAL_DEVICE": 44, |
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"B-MODIFIER": 45, |
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"I-DOSAGE": 46, |
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"I-PREGNANCY": 47, |
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"I-WEIGHT": 48, |
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"I-TEMPERATURE": 49, |
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"B-HEART_DISEASE": 5, |
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"I-EMPLOYMENT": 50, |
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"I-KIDNEY_DISEASE": 51, |
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"B-OBESITY": 52, |
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"B-FORM": 53, |
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"B-DIRECTION": 54, |
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"B-EXTERNAL_BODY_PART": 55, |
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"B-SECTION_HEADER": 56, |
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"I-STRENGTH": 57, |
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"I-RELATIVE_TIME": 58, |
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"I-RACE_ETHNICITY": 59, |
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"B-COMMUNICABLE_DISEASE": 6, |
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"B-TREATMENT": 60, |
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"B-TEST_RESULT": 61, |
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"I-MEDICAL_DEVICE": 62, |
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"B-SUBSTANCE": 63, |
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"I-FETUS_NEWBORN": 64, |
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"I-BMI": 65, |
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"B-RELATIVE_DATE": 66, |
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"I-RESPIRATION": 67, |
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"B-O2_SATURATION": 68, |
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"I-TEST": 69, |
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"I-LABOUR_DELIVERY": 7, |
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"I-PULSE": 70, |
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"B-ALCOHOL": 71, |
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"B-INJURY_OR_POISONING": 72, |
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"I-HEART_DISEASE": 73, |
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"I-ONCOLOGICAL": 74, |
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"I-DEATH_ENTITY": 75, |
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"B-DRUG_BRANDNAME": 76, |
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"B-FREQUENCY": 77, |
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"B-EKG_FINDINGS": 78, |
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"I-EKG_FINDINGS": 79, |
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"I-DATE": 8, |
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"B-SYMPTOM": 80, |
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"I-INJURY_OR_POISONING": 81, |
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"I-PSYCHOLOGICAL_CONDITION": 82, |
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"B-ROUTE": 83, |
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"I-VS_FINDING": 84, |
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"I-PROCEDURE": 85, |
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"I-DIRECTION": 86, |
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"B-DRUG_INGREDIENT": 87, |
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"B-BMI": 88, |
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"B-IMAGING_TECHNIQUE": 89, |
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"B-WEIGHT": 9, |
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"B-IMAGINGFINDINGS": 90, |
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"B-PREGNANCY": 91, |
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"B-RACE_ETHNICITY": 92, |
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"B-BLOOD_PRESSURE": 93, |
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"B-CLINICAL_DEPT": 94, |
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"B-KIDNEY_DISEASE": 95, |
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"I-INTERNAL_ORGAN": 96, |
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"B-DISEASE_SYNDROME": 97, |
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"B-EMPLOYMENT": 98, |
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"I-DRUG_INGREDIENT": 99 |
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}, |
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"layer_norm_eps": 1e-12, |
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"max_position_embeddings": 512, |
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"model_type": "bert", |
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"num_attention_heads": 12, |
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"num_hidden_layers": 12, |
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"pad_token_id": 0, |
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"position_embedding_type": "absolute", |
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"transformers_version": "4.8.1", |
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"type_vocab_size": 2, |
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"use_cache": true, |
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"vocab_size": 28996 |
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} |
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