{ "_name_or_path": "pucpr/biobertpt-all", "_num_labels": 2, "architectures": [ "BertForTokenClassification" ], "attention_probs_dropout_prob": 0.1, "classifier_dropout": null, "directionality": "bidi", "eos_token_ids": null, "hidden_act": "gelu", "hidden_dropout_prob": 0.1, "hidden_size": 768, "id2label": { "0": "O", "1": "B-Pathophysiology", "2": "I-Pathophysiology", "3": "B-Pathophysiology-Epidemiology", "4": "I-Pathophysiology-Epidemiology", "5": "B-Pathophysiology-Epidemiology-Etiology", "6": "I-Pathophysiology-Epidemiology-Etiology", "7": "B-Pathophysiology-Epidemiology-History", "8": "I-Pathophysiology-Epidemiology-History", "9": "B-Pathophysiology-Epidemiology-Physical_examination", "10": "I-Pathophysiology-Epidemiology-Physical_examination", "11": "B-Pathophysiology-Epidemiology-Complementary_exams", "12": "I-Pathophysiology-Epidemiology-Complementary_exams", "13": "B-Pathophysiology-Epidemiology-Differential_diagnosis", "14": "I-Pathophysiology-Epidemiology-Differential_diagnosis", "15": "B-Pathophysiology-Epidemiology-Therapeutic_plan", "16": "I-Pathophysiology-Epidemiology-Therapeutic_plan", "17": "B-Pathophysiology-Etiology", "18": "I-Pathophysiology-Etiology", "19": "B-Pathophysiology-Etiology-History", "20": "I-Pathophysiology-Etiology-History", "21": "B-Pathophysiology-Etiology-Physical_examination", "22": "I-Pathophysiology-Etiology-Physical_examination", "23": "B-Pathophysiology-Etiology-Complementary_exams", "24": "I-Pathophysiology-Etiology-Complementary_exams", "25": "B-Pathophysiology-Etiology-Differential_diagnosis", "26": "I-Pathophysiology-Etiology-Differential_diagnosis", "27": "B-Pathophysiology-Etiology-Therapeutic_plan", "28": "I-Pathophysiology-Etiology-Therapeutic_plan", "29": "B-Pathophysiology-History", "30": "I-Pathophysiology-History", "31": "B-Pathophysiology-History-Physical_examination", "32": "I-Pathophysiology-History-Physical_examination", "33": "B-Pathophysiology-History-Complementary_exams", "34": "I-Pathophysiology-History-Complementary_exams", "35": "B-Pathophysiology-History-Differential_diagnosis", "36": "I-Pathophysiology-History-Differential_diagnosis", "37": "B-Pathophysiology-History-Therapeutic_plan", "38": "I-Pathophysiology-History-Therapeutic_plan", "39": "B-Pathophysiology-Physical_examination", "40": "I-Pathophysiology-Physical_examination", "41": "B-Pathophysiology-Physical_examination-Complementary_exams", "42": "I-Pathophysiology-Physical_examination-Complementary_exams", "43": "B-Pathophysiology-Physical_examination-Differential_diagnosis", "44": "I-Pathophysiology-Physical_examination-Differential_diagnosis", "45": "B-Pathophysiology-Physical_examination-Therapeutic_plan", "46": "I-Pathophysiology-Physical_examination-Therapeutic_plan", "47": "B-Pathophysiology-Complementary_exams", "48": "I-Pathophysiology-Complementary_exams", "49": "B-Pathophysiology-Complementary_exams-Differential_diagnosis", "50": "I-Pathophysiology-Complementary_exams-Differential_diagnosis", "51": "B-Pathophysiology-Complementary_exams-Therapeutic_plan", "52": "I-Pathophysiology-Complementary_exams-Therapeutic_plan", "53": "B-Pathophysiology-Differential_diagnosis", "54": "I-Pathophysiology-Differential_diagnosis", "55": "B-Pathophysiology-Differential_diagnosis-Therapeutic_plan", "56": "I-Pathophysiology-Differential_diagnosis-Therapeutic_plan", "57": "B-Pathophysiology-Therapeutic_plan", "58": "I-Pathophysiology-Therapeutic_plan", "59": "B-Epidemiology", "60": "I-Epidemiology", "61": "B-Epidemiology-Etiology", "62": "I-Epidemiology-Etiology", "63": "B-Epidemiology-Etiology-History", "64": "I-Epidemiology-Etiology-History", "65": "B-Epidemiology-Etiology-Physical_examination", "66": "I-Epidemiology-Etiology-Physical_examination", "67": "B-Epidemiology-Etiology-Complementary_exams", "68": "I-Epidemiology-Etiology-Complementary_exams", "69": "B-Epidemiology-Etiology-Differential_diagnosis", "70": "I-Epidemiology-Etiology-Differential_diagnosis", "71": "B-Epidemiology-Etiology-Therapeutic_plan", "72": "I-Epidemiology-Etiology-Therapeutic_plan", "73": "B-Epidemiology-History", "74": "I-Epidemiology-History", "75": "B-Epidemiology-History-Physical_examination", "76": "I-Epidemiology-History-Physical_examination", "77": "B-Epidemiology-History-Complementary_exams", "78": "I-Epidemiology-History-Complementary_exams", "79": "B-Epidemiology-History-Differential_diagnosis", "80": "I-Epidemiology-History-Differential_diagnosis", "81": "B-Epidemiology-History-Therapeutic_plan", "82": "I-Epidemiology-History-Therapeutic_plan", "83": "B-Epidemiology-Physical_examination", "84": "I-Epidemiology-Physical_examination", "85": "B-Epidemiology-Physical_examination-Complementary_exams", "86": "I-Epidemiology-Physical_examination-Complementary_exams", "87": "B-Epidemiology-Physical_examination-Differential_diagnosis", "88": "I-Epidemiology-Physical_examination-Differential_diagnosis", "89": "B-Epidemiology-Physical_examination-Therapeutic_plan", "90": "I-Epidemiology-Physical_examination-Therapeutic_plan", "91": "B-Epidemiology-Complementary_exams", "92": "I-Epidemiology-Complementary_exams", "93": "B-Epidemiology-Complementary_exams-Differential_diagnosis", "94": "I-Epidemiology-Complementary_exams-Differential_diagnosis", "95": "B-Epidemiology-Complementary_exams-Therapeutic_plan", "96": "I-Epidemiology-Complementary_exams-Therapeutic_plan", "97": "B-Epidemiology-Differential_diagnosis", "98": "I-Epidemiology-Differential_diagnosis", "99": "B-Epidemiology-Differential_diagnosis-Therapeutic_plan", "100": "I-Epidemiology-Differential_diagnosis-Therapeutic_plan", "101": "B-Epidemiology-Therapeutic_plan", "102": "I-Epidemiology-Therapeutic_plan", "103": "B-Etiology", "104": "I-Etiology", "105": "B-Etiology-History", "106": "I-Etiology-History", "107": "B-Etiology-History-Physical_examination", "108": "I-Etiology-History-Physical_examination", "109": "B-Etiology-History-Complementary_exams", "110": "I-Etiology-History-Complementary_exams", "111": "B-Etiology-History-Differential_diagnosis", "112": "I-Etiology-History-Differential_diagnosis", "113": "B-Etiology-History-Therapeutic_plan", "114": "I-Etiology-History-Therapeutic_plan", "115": "B-Etiology-Physical_examination", "116": "I-Etiology-Physical_examination", "117": "B-Etiology-Physical_examination-Complementary_exams", "118": "I-Etiology-Physical_examination-Complementary_exams", "119": "B-Etiology-Physical_examination-Differential_diagnosis", "120": "I-Etiology-Physical_examination-Differential_diagnosis", "121": "B-Etiology-Physical_examination-Therapeutic_plan", "122": "I-Etiology-Physical_examination-Therapeutic_plan", "123": "B-Etiology-Complementary_exams", "124": "I-Etiology-Complementary_exams", "125": "B-Etiology-Complementary_exams-Differential_diagnosis", "126": "I-Etiology-Complementary_exams-Differential_diagnosis", "127": "B-Etiology-Complementary_exams-Therapeutic_plan", "128": "I-Etiology-Complementary_exams-Therapeutic_plan", "129": "B-Etiology-Differential_diagnosis", "130": "I-Etiology-Differential_diagnosis", "131": "B-Etiology-Differential_diagnosis-Therapeutic_plan", "132": "I-Etiology-Differential_diagnosis-Therapeutic_plan", "133": "B-Etiology-Therapeutic_plan", "134": "I-Etiology-Therapeutic_plan", "135": "B-History", "136": "I-History", "137": "B-History-Physical_examination", "138": "I-History-Physical_examination", "139": "B-History-Physical_examination-Complementary_exams", "140": "I-History-Physical_examination-Complementary_exams", "141": "B-History-Physical_examination-Differential_diagnosis", "142": "I-History-Physical_examination-Differential_diagnosis", "143": "B-History-Physical_examination-Therapeutic_plan", "144": "I-History-Physical_examination-Therapeutic_plan", "145": "B-History-Complementary_exams", "146": "I-History-Complementary_exams", "147": "B-History-Complementary_exams-Differential_diagnosis", "148": "I-History-Complementary_exams-Differential_diagnosis", "149": "B-History-Complementary_exams-Therapeutic_plan", "150": "I-History-Complementary_exams-Therapeutic_plan", "151": "B-History-Differential_diagnosis", "152": "I-History-Differential_diagnosis", "153": "B-History-Differential_diagnosis-Therapeutic_plan", "154": "I-History-Differential_diagnosis-Therapeutic_plan", "155": "B-History-Therapeutic_plan", "156": "I-History-Therapeutic_plan", "157": "B-Physical_examination", "158": "I-Physical_examination", "159": "B-Physical_examination-Complementary_exams", "160": "I-Physical_examination-Complementary_exams", "161": "B-Physical_examination-Complementary_exams-Differential_diagnosis", "162": "I-Physical_examination-Complementary_exams-Differential_diagnosis", "163": "B-Physical_examination-Complementary_exams-Therapeutic_plan", "164": "I-Physical_examination-Complementary_exams-Therapeutic_plan", "165": "B-Physical_examination-Differential_diagnosis", "166": "I-Physical_examination-Differential_diagnosis", "167": "B-Physical_examination-Differential_diagnosis-Therapeutic_plan", "168": "I-Physical_examination-Differential_diagnosis-Therapeutic_plan", "169": "B-Physical_examination-Therapeutic_plan", "170": "I-Physical_examination-Therapeutic_plan", "171": "B-Complementary_exams", "172": "I-Complementary_exams", "173": "B-Complementary_exams-Differential_diagnosis", "174": "I-Complementary_exams-Differential_diagnosis", "175": "B-Complementary_exams-Differential_diagnosis-Therapeutic_plan", "176": "I-Complementary_exams-Differential_diagnosis-Therapeutic_plan", "177": "B-Complementary_exams-Therapeutic_plan", "178": "I-Complementary_exams-Therapeutic_plan", "179": "B-Differential_diagnosis", "180": "I-Differential_diagnosis", "181": "B-Differential_diagnosis-Therapeutic_plan", "182": "I-Differential_diagnosis-Therapeutic_plan", "183": "B-Therapeutic_plan", "184": "I-Therapeutic_plan", "185": "B-Pathophysiology-Epidemiology-Etiology-History", "186": "I-Pathophysiology-Epidemiology-Etiology-History" }, "initializer_range": 0.02, "intermediate_size": 3072, "label2id": { "B-Complementary_exams": 171, "B-Complementary_exams-Differential_diagnosis": 173, "B-Complementary_exams-Differential_diagnosis-Therapeutic_plan": 175, "B-Complementary_exams-Therapeutic_plan": 177, "B-Differential_diagnosis": 179, "B-Differential_diagnosis-Therapeutic_plan": 181, "B-Epidemiology": 59, "B-Epidemiology-Complementary_exams": 91, "B-Epidemiology-Complementary_exams-Differential_diagnosis": 93, "B-Epidemiology-Complementary_exams-Therapeutic_plan": 95, "B-Epidemiology-Differential_diagnosis": 97, "B-Epidemiology-Differential_diagnosis-Therapeutic_plan": 99, "B-Epidemiology-Etiology": 61, "B-Epidemiology-Etiology-Complementary_exams": 67, "B-Epidemiology-Etiology-Differential_diagnosis": 69, "B-Epidemiology-Etiology-History": 63, "B-Epidemiology-Etiology-Physical_examination": 65, "B-Epidemiology-Etiology-Therapeutic_plan": 71, "B-Epidemiology-History": 73, "B-Epidemiology-History-Complementary_exams": 77, "B-Epidemiology-History-Differential_diagnosis": 79, "B-Epidemiology-History-Physical_examination": 75, "B-Epidemiology-History-Therapeutic_plan": 81, "B-Epidemiology-Physical_examination": 83, "B-Epidemiology-Physical_examination-Complementary_exams": 85, "B-Epidemiology-Physical_examination-Differential_diagnosis": 87, "B-Epidemiology-Physical_examination-Therapeutic_plan": 89, "B-Epidemiology-Therapeutic_plan": 101, "B-Etiology": 103, "B-Etiology-Complementary_exams": 123, "B-Etiology-Complementary_exams-Differential_diagnosis": 125, "B-Etiology-Complementary_exams-Therapeutic_plan": 127, "B-Etiology-Differential_diagnosis": 129, "B-Etiology-Differential_diagnosis-Therapeutic_plan": 131, "B-Etiology-History": 105, "B-Etiology-History-Complementary_exams": 109, "B-Etiology-History-Differential_diagnosis": 111, "B-Etiology-History-Physical_examination": 107, "B-Etiology-History-Therapeutic_plan": 113, "B-Etiology-Physical_examination": 115, "B-Etiology-Physical_examination-Complementary_exams": 117, "B-Etiology-Physical_examination-Differential_diagnosis": 119, "B-Etiology-Physical_examination-Therapeutic_plan": 121, "B-Etiology-Therapeutic_plan": 133, "B-History": 135, "B-History-Complementary_exams": 145, "B-History-Complementary_exams-Differential_diagnosis": 147, "B-History-Complementary_exams-Therapeutic_plan": 149, "B-History-Differential_diagnosis": 151, "B-History-Differential_diagnosis-Therapeutic_plan": 153, "B-History-Physical_examination": 137, "B-History-Physical_examination-Complementary_exams": 139, "B-History-Physical_examination-Differential_diagnosis": 141, "B-History-Physical_examination-Therapeutic_plan": 143, "B-History-Therapeutic_plan": 155, "B-Pathophysiology": 1, "B-Pathophysiology-Complementary_exams": 47, "B-Pathophysiology-Complementary_exams-Differential_diagnosis": 49, "B-Pathophysiology-Complementary_exams-Therapeutic_plan": 51, "B-Pathophysiology-Differential_diagnosis": 53, "B-Pathophysiology-Differential_diagnosis-Therapeutic_plan": 55, "B-Pathophysiology-Epidemiology": 3, "B-Pathophysiology-Epidemiology-Complementary_exams": 11, "B-Pathophysiology-Epidemiology-Differential_diagnosis": 13, "B-Pathophysiology-Epidemiology-Etiology": 5, "B-Pathophysiology-Epidemiology-Etiology-History": 185, "B-Pathophysiology-Epidemiology-History": 7, "B-Pathophysiology-Epidemiology-Physical_examination": 9, "B-Pathophysiology-Epidemiology-Therapeutic_plan": 15, "B-Pathophysiology-Etiology": 17, "B-Pathophysiology-Etiology-Complementary_exams": 23, "B-Pathophysiology-Etiology-Differential_diagnosis": 25, "B-Pathophysiology-Etiology-History": 19, "B-Pathophysiology-Etiology-Physical_examination": 21, "B-Pathophysiology-Etiology-Therapeutic_plan": 27, "B-Pathophysiology-History": 29, "B-Pathophysiology-History-Complementary_exams": 33, "B-Pathophysiology-History-Differential_diagnosis": 35, "B-Pathophysiology-History-Physical_examination": 31, "B-Pathophysiology-History-Therapeutic_plan": 37, "B-Pathophysiology-Physical_examination": 39, "B-Pathophysiology-Physical_examination-Complementary_exams": 41, "B-Pathophysiology-Physical_examination-Differential_diagnosis": 43, "B-Pathophysiology-Physical_examination-Therapeutic_plan": 45, "B-Pathophysiology-Therapeutic_plan": 57, "B-Physical_examination": 157, "B-Physical_examination-Complementary_exams": 159, "B-Physical_examination-Complementary_exams-Differential_diagnosis": 161, "B-Physical_examination-Complementary_exams-Therapeutic_plan": 163, "B-Physical_examination-Differential_diagnosis": 165, "B-Physical_examination-Differential_diagnosis-Therapeutic_plan": 167, "B-Physical_examination-Therapeutic_plan": 169, "B-Therapeutic_plan": 183, "I-Complementary_exams": 172, "I-Complementary_exams-Differential_diagnosis": 174, "I-Complementary_exams-Differential_diagnosis-Therapeutic_plan": 176, "I-Complementary_exams-Therapeutic_plan": 178, "I-Differential_diagnosis": 180, "I-Differential_diagnosis-Therapeutic_plan": 182, "I-Epidemiology": 60, "I-Epidemiology-Complementary_exams": 92, "I-Epidemiology-Complementary_exams-Differential_diagnosis": 94, "I-Epidemiology-Complementary_exams-Therapeutic_plan": 96, "I-Epidemiology-Differential_diagnosis": 98, "I-Epidemiology-Differential_diagnosis-Therapeutic_plan": 100, "I-Epidemiology-Etiology": 62, "I-Epidemiology-Etiology-Complementary_exams": 68, "I-Epidemiology-Etiology-Differential_diagnosis": 70, "I-Epidemiology-Etiology-History": 64, "I-Epidemiology-Etiology-Physical_examination": 66, "I-Epidemiology-Etiology-Therapeutic_plan": 72, "I-Epidemiology-History": 74, "I-Epidemiology-History-Complementary_exams": 78, "I-Epidemiology-History-Differential_diagnosis": 80, "I-Epidemiology-History-Physical_examination": 76, "I-Epidemiology-History-Therapeutic_plan": 82, "I-Epidemiology-Physical_examination": 84, "I-Epidemiology-Physical_examination-Complementary_exams": 86, "I-Epidemiology-Physical_examination-Differential_diagnosis": 88, "I-Epidemiology-Physical_examination-Therapeutic_plan": 90, "I-Epidemiology-Therapeutic_plan": 102, "I-Etiology": 104, "I-Etiology-Complementary_exams": 124, "I-Etiology-Complementary_exams-Differential_diagnosis": 126, "I-Etiology-Complementary_exams-Therapeutic_plan": 128, "I-Etiology-Differential_diagnosis": 130, "I-Etiology-Differential_diagnosis-Therapeutic_plan": 132, "I-Etiology-History": 106, "I-Etiology-History-Complementary_exams": 110, "I-Etiology-History-Differential_diagnosis": 112, "I-Etiology-History-Physical_examination": 108, "I-Etiology-History-Therapeutic_plan": 114, "I-Etiology-Physical_examination": 116, "I-Etiology-Physical_examination-Complementary_exams": 118, "I-Etiology-Physical_examination-Differential_diagnosis": 120, "I-Etiology-Physical_examination-Therapeutic_plan": 122, "I-Etiology-Therapeutic_plan": 134, "I-History": 136, "I-History-Complementary_exams": 146, "I-History-Complementary_exams-Differential_diagnosis": 148, "I-History-Complementary_exams-Therapeutic_plan": 150, "I-History-Differential_diagnosis": 152, "I-History-Differential_diagnosis-Therapeutic_plan": 154, "I-History-Physical_examination": 138, "I-History-Physical_examination-Complementary_exams": 140, "I-History-Physical_examination-Differential_diagnosis": 142, "I-History-Physical_examination-Therapeutic_plan": 144, "I-History-Therapeutic_plan": 156, "I-Pathophysiology": 2, "I-Pathophysiology-Complementary_exams": 48, "I-Pathophysiology-Complementary_exams-Differential_diagnosis": 50, "I-Pathophysiology-Complementary_exams-Therapeutic_plan": 52, "I-Pathophysiology-Differential_diagnosis": 54, "I-Pathophysiology-Differential_diagnosis-Therapeutic_plan": 56, "I-Pathophysiology-Epidemiology": 4, "I-Pathophysiology-Epidemiology-Complementary_exams": 12, "I-Pathophysiology-Epidemiology-Differential_diagnosis": 14, "I-Pathophysiology-Epidemiology-Etiology": 6, "I-Pathophysiology-Epidemiology-Etiology-History": 186, "I-Pathophysiology-Epidemiology-History": 8, "I-Pathophysiology-Epidemiology-Physical_examination": 10, "I-Pathophysiology-Epidemiology-Therapeutic_plan": 16, "I-Pathophysiology-Etiology": 18, "I-Pathophysiology-Etiology-Complementary_exams": 24, "I-Pathophysiology-Etiology-Differential_diagnosis": 26, "I-Pathophysiology-Etiology-History": 20, "I-Pathophysiology-Etiology-Physical_examination": 22, "I-Pathophysiology-Etiology-Therapeutic_plan": 28, "I-Pathophysiology-History": 30, "I-Pathophysiology-History-Complementary_exams": 34, "I-Pathophysiology-History-Differential_diagnosis": 36, "I-Pathophysiology-History-Physical_examination": 32, "I-Pathophysiology-History-Therapeutic_plan": 38, "I-Pathophysiology-Physical_examination": 40, "I-Pathophysiology-Physical_examination-Complementary_exams": 42, "I-Pathophysiology-Physical_examination-Differential_diagnosis": 44, "I-Pathophysiology-Physical_examination-Therapeutic_plan": 46, "I-Pathophysiology-Therapeutic_plan": 58, "I-Physical_examination": 158, "I-Physical_examination-Complementary_exams": 160, "I-Physical_examination-Complementary_exams-Differential_diagnosis": 162, "I-Physical_examination-Complementary_exams-Therapeutic_plan": 164, "I-Physical_examination-Differential_diagnosis": 166, "I-Physical_examination-Differential_diagnosis-Therapeutic_plan": 168, "I-Physical_examination-Therapeutic_plan": 170, "I-Therapeutic_plan": 184, "O": 0 }, "layer_norm_eps": 1e-12, "max_position_embeddings": 512, "model_type": "bert", "num_attention_heads": 12, "num_hidden_layers": 12, "output_past": true, "pad_token_id": null, "pooler_fc_size": 768, "pooler_num_attention_heads": 12, "pooler_num_fc_layers": 3, "pooler_size_per_head": 128, "pooler_type": "first_token_transform", "position_embedding_type": "absolute", "torch_dtype": "float32", "transformers_version": "4.41.1", "type_vocab_size": 2, "use_cache": true, "vocab_size": 119547 }