---
# System prepended metadata

title: AliYun "医学实体识别" API Example Continued

---

# AliYun "医学实体识别" API Example Continued

### **Example 3-1**
#### ==Input Text==
```text!
患者xX，xx，xX岁，xX，家佳XX，因“反复趾指关节肿痛 10年，加重7天”
入院: 2012-05-03. 09:00
病例特点：
    1、患者 10年前始无明显诱因下突发第一跖趾关节红肿热肿，以夜间发病多见，持续数天后自行缓解，未子足够重视，后渐累及趾指各关节，同时伴关节功能障碍，疼痛发作时不能屈伸，曾于外院就诊，确诊为“痛风”，平时不规则服用 “小苏打片、别嘌醇”，患者关节肺账渐为严重，关节畸形变硬，近7天来惠者前述症状更为明显，经当地游医针刺疗法后，关节出现溃烂，疼痛难忍，故来本院要求佳院治疗。
```

#### ==Diagnosis and Code Mapping==
```object!
{'痛风': 'M10.900'}
```

#### ==Symptom and Code Mapping==
```object!
{'反复趾指关节肿痛': 'M10.006', '第一跖趾关节红肿热肿': 'A18.037+', '未子足够重视': 'O14.100', '关节功能障碍': 'E28.900', '疼痛发作时不能屈伸': 'R52.900', '关节肺账渐为严重': 'Y91.200', '关节畸形变硬': 'M19.909', '关节出现溃烂': 'M15.401', '疼痛难忍': 'R52.900'}
```

#### ==Operation and Code Mapping==
```object!
None
```

#### ==Output==
```json!
{
    "RequestId": "763625C9-B8F1-5884-BB5D-4B4EF48EF134",
    "Data": {
        "result": {
            "ner": [
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9078684449195862
                    ],
                    "end_char": 3,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 0,
                    "text": "xX",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [
                        0.6331332325935364
                    ],
                    "begin_char": 2
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7097356915473938
                    ],
                    "end_char": 6,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 1,
                    "text": "xx",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [
                        0.7548995018005371
                    ],
                    "begin_char": 5
                },
                {
                    "parent": [],
                    "children": [
                        3
                    ],
                    "probability": [
                        0.5609197616577148
                    ],
                    "end_char": 29,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 2,
                    "text": "反复趾指关节肿痛",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.8977050185203552
                    ],
                    "begin_char": 22
                },
                {
                    "parent": [
                        2
                    ],
                    "children": [],
                    "probability": [
                        0.6463887095451355
                    ],
                    "end_char": 27,
                    "attributes": [],
                    "id": 3,
                    "text": "趾指关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 24
                },
                {
                    "parent": [
                        5
                    ],
                    "children": [],
                    "probability": [
                        0.754594624042511
                    ],
                    "end_char": 85,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 4,
                    "text": "第一跖趾关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [
                        0.9471349120140076
                    ],
                    "begin_char": 80
                },
                {
                    "parent": [],
                    "children": [
                        4,
                        6
                    ],
                    "probability": [
                        0.7114244103431702
                    ],
                    "end_char": 89,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 5,
                    "text": "第一跖趾关节红肿热肿",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.977372944355011
                    ],
                    "begin_char": 80
                },
                {
                    "parent": [
                        5
                    ],
                    "children": [],
                    "probability": [
                        0.5808806419372559
                    ],
                    "end_char": 85,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 6,
                    "text": "跖趾关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [
                        0.8133333325386047
                    ],
                    "begin_char": 82
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.44013726711273193
                    ],
                    "end_char": 114,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 7,
                    "text": "未子足够重视",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.8524933457374573
                    ],
                    "begin_char": 109
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.705733597278595
                    ],
                    "end_char": 124,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 8,
                    "text": "趾指各关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [
                        0.8013858199119568
                    ],
                    "begin_char": 120
                },
                {
                    "parent": [
                        10
                    ],
                    "children": [],
                    "probability": [
                        0.8984023332595825
                    ],
                    "end_char": 130,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 9,
                    "text": "关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [
                        0.6542454361915588
                    ],
                    "begin_char": 129
                },
                {
                    "parent": [],
                    "children": [
                        9
                    ],
                    "probability": [
                        0.9483916759490967
                    ],
                    "end_char": 134,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 10,
                    "text": "关节功能障碍",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9590513110160828
                    ],
                    "begin_char": 129
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.41006287932395935
                    ],
                    "end_char": 144,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 11,
                    "text": "疼痛发作时不能屈伸",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.963050365447998
                    ],
                    "begin_char": 136
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9674490094184875
                    ],
                    "end_char": 158,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 12,
                    "text": "痛风",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [
                        0.995836615562439
                    ],
                    "begin_char": 157
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.4020809829235077
                    ],
                    "end_char": 167,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 13,
                    "text": "服用",
                    "type": [
                        "Drug-route"
                    ],
                    "attr_probability": [
                        0.9964220523834229
                    ],
                    "begin_char": 166
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.987600564956665
                    ],
                    "end_char": 172,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 14,
                    "text": "小苏打片",
                    "type": [
                        "Drug"
                    ],
                    "attr_probability": [
                        0.9878796935081482
                    ],
                    "begin_char": 169
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9567052721977234
                    ],
                    "end_char": 172,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 15,
                    "text": "片",
                    "type": [
                        "Drug-form"
                    ],
                    "attr_probability": [
                        0.9971761703491211
                    ],
                    "begin_char": 172
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9919456839561462
                    ],
                    "end_char": 176,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 16,
                    "text": "别嘌醇",
                    "type": [
                        "Drug"
                    ],
                    "attr_probability": [
                        0.9746174216270447
                    ],
                    "begin_char": 174
                },
                {
                    "parent": [
                        18,
                        19
                    ],
                    "children": [],
                    "probability": [
                        0.49722325801849365
                    ],
                    "end_char": 182,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 17,
                    "text": "关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [
                        0.822211503982544
                    ],
                    "begin_char": 181
                },
                {
                    "parent": [
                        19
                    ],
                    "children": [
                        17
                    ],
                    "probability": [
                        0.5098463296890259
                    ],
                    "end_char": 183,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 18,
                    "text": "关节肺",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [
                        0.781074583530426
                    ],
                    "begin_char": 181
                },
                {
                    "parent": [],
                    "children": [
                        17,
                        18
                    ],
                    "probability": [
                        0.6969181895256042
                    ],
                    "end_char": 188,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 19,
                    "text": "关节肺账渐为严重",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.973037838935852
                    ],
                    "begin_char": 181
                },
                {
                    "parent": [
                        21
                    ],
                    "children": [],
                    "probability": [
                        0.8549872040748596
                    ],
                    "end_char": 191,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 20,
                    "text": "关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [
                        0.697891116142273
                    ],
                    "begin_char": 190
                },
                {
                    "parent": [],
                    "children": [
                        20
                    ],
                    "probability": [
                        0.9062504172325134
                    ],
                    "end_char": 195,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 21,
                    "text": "关节畸形变硬",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9634567499160767
                    ],
                    "begin_char": 190
                },
                {
                    "parent": [
                        23
                    ],
                    "children": [],
                    "probability": [
                        0.9161155223846436
                    ],
                    "end_char": 224,
                    "attributes": [],
                    "id": 22,
                    "text": "关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 223
                },
                {
                    "parent": [],
                    "children": [
                        22
                    ],
                    "probability": [
                        0.9556899666786194
                    ],
                    "end_char": 228,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 23,
                    "text": "关节出现溃烂",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.8624196648597717
                    ],
                    "begin_char": 223
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.8174921870231628
                    ],
                    "end_char": 233,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 24,
                    "text": "疼痛难忍",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.7945008277893066
                    ],
                    "begin_char": 230
                }
            ],
            "text": "患者xX，xx，xX岁，xX，家佳XX，因“反复趾指关节肿痛10年，加重7天”入院:2012-05-03.09:00病例特点：1、患者10年前始无明显诱因下突发第一跖趾关节红肿热肿，以夜间发病多见，持续数天后自行缓解，未子足够重视，后渐累及趾指各关节，同时伴关节功能障碍，疼痛发作时不能屈伸，曾于外院就诊，确诊为“痛风”，平时不规则服用“小苏打片、别嘌醇”，患者关节肺账渐为严重，关节畸形变硬，近7天来惠者前述症状更为明显，经当地游医针刺疗法后，关节出现溃烂，疼痛难忍，故来本院要求佳院治疗。"
        },
        "success": true,
        "tracerId": "0.0.0.0-0-139960032223808-1665616321325-0000000237"
    }
}
```

### **Example 3-2**
#### ==Input Text==
```text!
本病程中患者无畏寒、发热，无恶心，吸吐，无呼吸困难，无咳嗽、咯痰，无腹污、黑便，无尿频、尿急尿痛、血尿，无双下妝水肿。发病以后食欲差、睡眠尚可，大小便正常。
```

#### ==Diagnosis and Code Mapping==
```object!
None
```

#### ==Symptom and Code Mapping==
```object!
{'畏寒': 'ZBH000', '发热': 'R50.900', '恶心': 'R11.x00', '吸吐': 'BNP030', '呼吸困难': 'R06.000', '咳嗽': 'R05.x00', '咯痰': 'R04.200', '腹污': 'Z58.200', '黑便': 'BNP130', '尿频': 'BEZ200', '尿急': 'N34.204', '尿痛': 'R30.900', '血尿': 'R31.x00', '双下妝水肿': 'R60.001'}
```

#### ==Operation and Code Mapping==
```object!
None
```

#### ==Output==
```json!
{
    "RequestId": "BEA4BB76-02BC-524B-BB6A-36DF6DF6FCA9",
    "Data": {
        "result": {
            "ner": [
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9962600469589233
                    ],
                    "end_char": 8,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 0,
                    "text": "畏寒",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9977682828903198
                    ],
                    "begin_char": 7
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9984527826309204
                    ],
                    "end_char": 11,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 1,
                    "text": "发热",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9993661046028137
                    ],
                    "begin_char": 10
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9989973902702332
                    ],
                    "end_char": 15,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 2,
                    "text": "恶心",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9992119073867798
                    ],
                    "begin_char": 14
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9974219799041748
                    ],
                    "end_char": 18,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 3,
                    "text": "吸吐",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9977856874465942
                    ],
                    "begin_char": 17
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9898146390914917
                    ],
                    "end_char": 24,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 4,
                    "text": "呼吸困难",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9988629817962646
                    ],
                    "begin_char": 21
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9989628791809082
                    ],
                    "end_char": 28,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 5,
                    "text": "咳嗽",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9992989301681519
                    ],
                    "begin_char": 27
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9987589120864868
                    ],
                    "end_char": 31,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 6,
                    "text": "咯痰",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9994373917579651
                    ],
                    "begin_char": 30
                },
                {
                    "parent": [
                        8
                    ],
                    "children": [],
                    "probability": [
                        0.5155766606330872
                    ],
                    "end_char": 34,
                    "attributes": [],
                    "id": 7,
                    "text": "腹",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 34
                },
                {
                    "parent": [],
                    "children": [
                        7
                    ],
                    "probability": [
                        0.9957380294799805
                    ],
                    "end_char": 35,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 8,
                    "text": "腹污",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9993979930877686
                    ],
                    "begin_char": 34
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9928321838378906
                    ],
                    "end_char": 38,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 9,
                    "text": "黑便",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9990617632865906
                    ],
                    "begin_char": 37
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9979853630065918
                    ],
                    "end_char": 42,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 10,
                    "text": "尿频",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9993430972099304
                    ],
                    "begin_char": 41
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9994619488716125
                    ],
                    "end_char": 45,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 11,
                    "text": "尿急",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9993879795074463
                    ],
                    "begin_char": 44
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9986485838890076
                    ],
                    "end_char": 47,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 12,
                    "text": "尿痛",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9991092085838318
                    ],
                    "begin_char": 46
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9954474568367004
                    ],
                    "end_char": 50,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 13,
                    "text": "血尿",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9979444146156311
                    ],
                    "begin_char": 49
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.5882510542869568
                    ],
                    "end_char": 57,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 14,
                    "text": "双下妝水肿",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9887353777885437
                    ],
                    "begin_char": 53
                }
            ],
            "text": "本病程中患者无畏寒、发热，无恶心，吸吐，无呼吸困难，无咳嗽、咯痰，无腹污、黑便，无尿频、尿急尿痛、血尿，无双下妝水肿。发病以后食欲差、睡眠尚可，大小便正常。"
        },
        "success": true,
        "tracerId": "0.0.0.0-0-139959897950736-1665616634303-0000000238"
    }
}
```

### **Example 3-3**
#### ==Input Text==
```text!
2、体检：T36.9°C，P74次/分，R19 次/分，Bp 135/80mmHlg，神志清，双肺无异常体征，心率 88 次/分，律不齐，第一心音不等，脉率不规则，强弱不等，脉博短绌，腹部平坦，腹软，右下腹部固定压痛，无反跳痛及肌卫，肠吗音5次(分。趾指各关节胂胀明显，关节僵硬、畸形，活动受限，无一定形状且不对称，关节面破溃，红肿，压痛明显见豆渣样物排出，双下肢无水肺。腹壁反射、膝腱反射正常，巴彬斯基征、脑膜剌激征阴性
```

#### ==Diagnosis and Code Mapping==
```object!
None
```

#### ==Symptom and Code Mapping==
```object!
{'双肺无异常体征': 'Q99.900', '律不齐': 'I49.900', '第一心音不等': 'Q87.201', '脉率不规则': 'N92.600', '强弱不等': 'H52.301', '脉博短': 'L60.400', '腹部平坦': 'T44.303', '右下腹部固定压痛': 'R10.301', '反跳痛': 'BWC132', '反跳痛及肌卫': 'M79.100', '趾指各关节胂胀明显': 'M25.416', '关节僵硬': 'M25.600', '关节僵硬、畸形': 'M25.600', '活动受限': 'Z73.600', '一定形状且不对称': 'Q67.000', '关节面破溃': 'M47.904', '红肿': 'L74.801', '压痛明显见豆渣样物排出': 'R36.x00', '双下肢无水肺': 'R60.001', '巴彬斯基征': 'G11.301', '脑膜剌激征': 'I45.600'}
```

#### ==Operation and Code Mapping==
```object!
None
```

#### ==Output==
```json!
{
    "RequestId": "E806AA76-C26D-530C-8105-5322F41F7A24",
    "Data": {
        "result": {
            "ner": [
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7341045141220093
                    ],
                    "end_char": 5,
                    "attributes": [],
                    "id": 0,
                    "text": "T",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 5
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.8107817769050598
                    ],
                    "end_char": 11,
                    "attributes": [],
                    "id": 1,
                    "text": "36.9°C",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 6
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7970282435417175
                    ],
                    "end_char": 13,
                    "attributes": [],
                    "id": 2,
                    "text": "P",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 13
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7902650237083435
                    ],
                    "end_char": 18,
                    "attributes": [],
                    "id": 3,
                    "text": "74次/分",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 14
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.734681248664856
                    ],
                    "end_char": 20,
                    "attributes": [],
                    "id": 4,
                    "text": "R",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 20
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.6857496500015259
                    ],
                    "end_char": 25,
                    "attributes": [],
                    "id": 5,
                    "text": "19次/分",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 21
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9783371686935425
                    ],
                    "end_char": 28,
                    "attributes": [],
                    "id": 6,
                    "text": "Bp",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 27
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9278174042701721
                    ],
                    "end_char": 39,
                    "attributes": [],
                    "id": 7,
                    "text": "135/80mmHlg",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 29
                },
                {
                    "parent": [
                        9
                    ],
                    "children": [],
                    "probability": [
                        0.6324642300605774
                    ],
                    "end_char": 46,
                    "attributes": [],
                    "id": 8,
                    "text": "双肺",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 45
                },
                {
                    "parent": [],
                    "children": [
                        8
                    ],
                    "probability": [
                        0.7116462588310242
                    ],
                    "end_char": 51,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 9,
                    "text": "双肺无异常体征",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9445465803146362
                    ],
                    "begin_char": 45
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.97432941198349
                    ],
                    "end_char": 54,
                    "attributes": [],
                    "id": 10,
                    "text": "心率",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 53
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.8773846626281738
                    ],
                    "end_char": 59,
                    "attributes": [],
                    "id": 11,
                    "text": "88次/分",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 55
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.8409688472747803
                    ],
                    "end_char": 63,
                    "attributes": [],
                    "id": 12,
                    "text": "律不齐",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 61
                },
                {
                    "parent": [],
                    "children": [
                        14
                    ],
                    "probability": [
                        0.9423933625221252
                    ],
                    "end_char": 70,
                    "attributes": [],
                    "id": 13,
                    "text": "第一心音不等",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 65
                },
                {
                    "parent": [
                        13
                    ],
                    "children": [],
                    "probability": [
                        0.44311779737472534
                    ],
                    "end_char": 67,
                    "attributes": [],
                    "id": 14,
                    "text": "心",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 67
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9177042841911316
                    ],
                    "end_char": 76,
                    "attributes": [],
                    "id": 15,
                    "text": "脉率不规则",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 72
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9398859739303589
                    ],
                    "end_char": 81,
                    "attributes": [],
                    "id": 16,
                    "text": "强弱不等",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 78
                },
                {
                    "parent": [
                        18
                    ],
                    "children": [],
                    "probability": [
                        0.35510048270225525
                    ],
                    "end_char": 84,
                    "attributes": [],
                    "id": 17,
                    "text": "脉博",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 83
                },
                {
                    "parent": [],
                    "children": [
                        17
                    ],
                    "probability": [
                        0.6267057061195374
                    ],
                    "end_char": 85,
                    "attributes": [],
                    "id": 18,
                    "text": "脉博短",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 83
                },
                {
                    "parent": [
                        20
                    ],
                    "children": [],
                    "probability": [
                        0.7217709422111511
                    ],
                    "end_char": 89,
                    "attributes": [],
                    "id": 19,
                    "text": "腹部",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 88
                },
                {
                    "parent": [],
                    "children": [
                        19
                    ],
                    "probability": [
                        0.5568372011184692
                    ],
                    "end_char": 91,
                    "attributes": [],
                    "id": 20,
                    "text": "腹部平坦",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 88
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.5931835174560547
                    ],
                    "end_char": 93,
                    "attributes": [],
                    "id": 21,
                    "text": "腹",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 93
                },
                {
                    "parent": [
                        23
                    ],
                    "children": [
                        46
                    ],
                    "probability": [
                        0.8566809892654419
                    ],
                    "end_char": 99,
                    "attributes": [],
                    "id": 22,
                    "text": "右下腹部",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 96
                },
                {
                    "parent": [],
                    "children": [
                        46,
                        22
                    ],
                    "probability": [
                        0.9459762573242188
                    ],
                    "end_char": 103,
                    "attributes": [],
                    "id": 23,
                    "text": "右下腹部固定压痛",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 96
                },
                {
                    "parent": [
                        25
                    ],
                    "children": [],
                    "probability": [
                        0.3843028247356415
                    ],
                    "end_char": 108,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 24,
                    "text": "反跳痛",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9729751944541931
                    ],
                    "begin_char": 106
                },
                {
                    "parent": [],
                    "children": [
                        24
                    ],
                    "probability": [
                        0.49066460132598877
                    ],
                    "end_char": 111,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 25,
                    "text": "反跳痛及肌卫",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9767268896102905
                    ],
                    "begin_char": 106
                },
                {
                    "parent": [
                        27
                    ],
                    "children": [],
                    "probability": [
                        0.4430939555168152
                    ],
                    "end_char": 113,
                    "attributes": [],
                    "id": 26,
                    "text": "肠",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 113
                },
                {
                    "parent": [],
                    "children": [
                        26
                    ],
                    "probability": [
                        0.3930829167366028
                    ],
                    "end_char": 115,
                    "attributes": [],
                    "id": 27,
                    "text": "肠吗音",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 113
                },
                {
                    "parent": [
                        29
                    ],
                    "children": [],
                    "probability": [
                        0.8467509746551514
                    ],
                    "end_char": 125,
                    "attributes": [],
                    "id": 28,
                    "text": "趾指各关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 121
                },
                {
                    "parent": [],
                    "children": [
                        28
                    ],
                    "probability": [
                        0.7573114037513733
                    ],
                    "end_char": 129,
                    "attributes": [],
                    "id": 29,
                    "text": "趾指各关节胂胀明显",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 121
                },
                {
                    "parent": [
                        32,
                        31
                    ],
                    "children": [],
                    "probability": [
                        0.8966817855834961
                    ],
                    "end_char": 132,
                    "attributes": [],
                    "id": 30,
                    "text": "关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 131
                },
                {
                    "parent": [
                        32
                    ],
                    "children": [
                        30
                    ],
                    "probability": [
                        0.3983202576637268
                    ],
                    "end_char": 134,
                    "attributes": [],
                    "id": 31,
                    "text": "关节僵硬",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 131
                },
                {
                    "parent": [],
                    "children": [
                        30,
                        31
                    ],
                    "probability": [
                        0.9643203020095825
                    ],
                    "end_char": 137,
                    "attributes": [],
                    "id": 32,
                    "text": "关节僵硬、畸形",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 131
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.920159637928009
                    ],
                    "end_char": 142,
                    "attributes": [],
                    "id": 33,
                    "text": "活动受限",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 139
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.46516913175582886
                    ],
                    "end_char": 152,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 34,
                    "text": "一定形状且不对称",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.8244473338127136
                    ],
                    "begin_char": 145
                },
                {
                    "parent": [
                        36,
                        37
                    ],
                    "children": [],
                    "probability": [
                        0.409789115190506
                    ],
                    "end_char": 155,
                    "attributes": [],
                    "id": 35,
                    "text": "关节",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 154
                },
                {
                    "parent": [
                        37
                    ],
                    "children": [
                        35
                    ],
                    "probability": [
                        0.7295842170715332
                    ],
                    "end_char": 156,
                    "attributes": [],
                    "id": 36,
                    "text": "关节面",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 154
                },
                {
                    "parent": [],
                    "children": [
                        35,
                        36
                    ],
                    "probability": [
                        0.9608871340751648
                    ],
                    "end_char": 158,
                    "attributes": [],
                    "id": 37,
                    "text": "关节面破溃",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 154
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7669201493263245
                    ],
                    "end_char": 161,
                    "attributes": [],
                    "id": 38,
                    "text": "红肿",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 160
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.5969479084014893
                    ],
                    "end_char": 173,
                    "attributes": [],
                    "id": 39,
                    "text": "压痛明显见豆渣样物排出",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 163
                },
                {
                    "parent": [
                        41
                    ],
                    "children": [
                        45
                    ],
                    "probability": [
                        0.5541084408760071
                    ],
                    "end_char": 177,
                    "attributes": [],
                    "id": 40,
                    "text": "双下肢",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 175
                },
                {
                    "parent": [],
                    "children": [
                        45,
                        40
                    ],
                    "probability": [
                        0.45588427782058716
                    ],
                    "end_char": 180,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 41,
                    "text": "双下肢无水肺",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9732241034507751
                    ],
                    "begin_char": 175
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.39146488904953003
                    ],
                    "end_char": 188,
                    "attributes": [],
                    "id": 42,
                    "text": "膝腱",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 187
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.4523276388645172
                    ],
                    "end_char": 198,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 43,
                    "text": "巴彬斯基征",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.7533896565437317
                    ],
                    "begin_char": 194
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.38326403498649597
                    ],
                    "end_char": 204,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 44,
                    "text": "脑膜剌激征",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9615726470947266
                    ],
                    "begin_char": 200
                },
                {
                    "parent": [
                        40,
                        41
                    ],
                    "children": [],
                    "probability": [
                        0.7
                    ],
                    "end_char": 176,
                    "attributes": [],
                    "id": 45,
                    "text": "下",
                    "type": [
                        "Location"
                    ],
                    "attr_probability": [],
                    "begin_char": 176
                },
                {
                    "parent": [
                        22,
                        23
                    ],
                    "children": [],
                    "probability": [
                        0.7
                    ],
                    "end_char": 97,
                    "attributes": [],
                    "id": 46,
                    "text": "右下",
                    "type": [
                        "Location"
                    ],
                    "attr_probability": [],
                    "begin_char": 96
                }
            ],
            "text": "2、体检：T36.9°C，P74次/分，R19次/分，Bp135/80mmHlg，神志清，双肺无异常体征，心率88次/分，律不齐，第一心音不等，脉率不规则，强弱不等，脉博短绌，腹部平坦，腹软，右下腹部固定压痛，无反跳痛及肌卫，肠吗音5次(分。趾指各关节胂胀明显，关节僵硬、畸形，活动受限，无一定形状且不对称，关节面破溃，红肿，压痛明显见豆渣样物排出，双下肢无水肺。腹壁反射、膝腱反射正常，巴彬斯基征、脑膜剌激征阴性，"
        },
        "success": true,
        "tracerId": "0.0.0.0-0-139959965064864-1665617048764-0000000239"
    }
}
```
### **Example 3-4**
#### ==Input Text==
```text!
3、辅检：血常规(本院 2012-05-03)：白细胞 14.76×10%/，中性0.75，淋巴0.20，血红蛋白99g/L。血尿酸（本院 2012-05-03）： 640umol/L。
初步诊断：
痛风石合并感染
冠状动脉粥样硬化性心脏病
缺血性心肌病
心律失常一房颤
心功能川级
```

#### ==Diagnosis and Code Mapping==
```object!
{'痛风石合并感染': 'M10.902+', '冠状动脉粥样硬化性心脏病': 'I25.103', '缺血性心肌病': 'I25.500', '心律失常': 'I49.900', '一房颤': 'I48.x01', '心功能川': 'I50.901', '心功能川级': 'I50.902'}
```

#### ==Symptom and Code Mapping==
```object!
{'淋巴0.20': 'C84.300'}
```

#### ==Operation and Code Mapping==
```object!
None
```

#### ==Output==
```json!
{
    "RequestId": "920CEB81-B954-5665-A6EE-013C1D26B7BC",
    "Data": {
        "result": {
            "ner": [
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.88320392370224
                    ],
                    "end_char": 7,
                    "attributes": [],
                    "id": 0,
                    "text": "血常规",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 5
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9921936988830566
                    ],
                    "end_char": 25,
                    "attributes": [],
                    "id": 1,
                    "text": "白细胞",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 23
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7583809494972229
                    ],
                    "end_char": 35,
                    "attributes": [],
                    "id": 2,
                    "text": "14.76×10%/",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 26
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7777004837989807
                    ],
                    "end_char": 42,
                    "attributes": [],
                    "id": 3,
                    "text": "中性0.75",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 37
                },
                {
                    "parent": [
                        5
                    ],
                    "children": [],
                    "probability": [
                        0.5109798908233643
                    ],
                    "end_char": 45,
                    "attributes": [],
                    "id": 4,
                    "text": "淋巴",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 44
                },
                {
                    "parent": [],
                    "children": [
                        4
                    ],
                    "probability": [
                        0.5969260334968567,
                        0.7155759334564209
                    ],
                    "end_char": 49,
                    "attributes": [],
                    "id": 5,
                    "text": "淋巴0.20",
                    "type": [
                        "Symptom",
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 44
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9462343454360962
                    ],
                    "end_char": 54,
                    "attributes": [],
                    "id": 6,
                    "text": "血红蛋白",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 51
                },
                {
                    "parent": [
                        8
                    ],
                    "children": [],
                    "probability": [
                        0.515207052230835
                    ],
                    "end_char": 59,
                    "attributes": [],
                    "id": 7,
                    "text": "99g/L",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 55
                },
                {
                    "parent": [],
                    "children": [
                        7
                    ],
                    "probability": [
                        0.38526618480682373
                    ],
                    "end_char": 60,
                    "attributes": [],
                    "id": 8,
                    "text": "99g/L。",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 55
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.6823974251747131
                    ],
                    "end_char": 63,
                    "attributes": [],
                    "id": 9,
                    "text": "血尿酸",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 61
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9877200722694397
                    ],
                    "end_char": 100,
                    "attributes": [],
                    "id": 10,
                    "text": "痛风石合并感染",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [],
                    "begin_char": 94
                },
                {
                    "parent": [
                        12
                    ],
                    "children": [],
                    "probability": [
                        0.934482991695404
                    ],
                    "end_char": 104,
                    "attributes": [],
                    "id": 11,
                    "text": "冠状动脉",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 101
                },
                {
                    "parent": [],
                    "children": [
                        11,
                        13
                    ],
                    "probability": [
                        0.9902409315109253
                    ],
                    "end_char": 112,
                    "attributes": [],
                    "id": 12,
                    "text": "冠状动脉粥样硬化性心脏病",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [],
                    "begin_char": 101
                },
                {
                    "parent": [
                        12
                    ],
                    "children": [],
                    "probability": [
                        0.8758352398872375
                    ],
                    "end_char": 111,
                    "attributes": [],
                    "id": 13,
                    "text": "心脏",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 110
                },
                {
                    "parent": [],
                    "children": [
                        15
                    ],
                    "probability": [
                        0.9870399832725525
                    ],
                    "end_char": 118,
                    "attributes": [],
                    "id": 14,
                    "text": "缺血性心肌病",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [],
                    "begin_char": 113
                },
                {
                    "parent": [
                        14
                    ],
                    "children": [],
                    "probability": [
                        0.7726649641990662
                    ],
                    "end_char": 117,
                    "attributes": [],
                    "id": 15,
                    "text": "心肌",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 116
                },
                {
                    "parent": [
                        17
                    ],
                    "children": [],
                    "probability": [
                        0.7098982930183411
                    ],
                    "end_char": 119,
                    "attributes": [],
                    "id": 16,
                    "text": "心",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 119
                },
                {
                    "parent": [],
                    "children": [
                        16
                    ],
                    "probability": [
                        0.9759452939033508
                    ],
                    "end_char": 122,
                    "attributes": [],
                    "id": 17,
                    "text": "心律失常",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [],
                    "begin_char": 119
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9448463916778564
                    ],
                    "end_char": 125,
                    "attributes": [],
                    "id": 18,
                    "text": "一房颤",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [],
                    "begin_char": 123
                },
                {
                    "parent": [
                        20,
                        21
                    ],
                    "children": [],
                    "probability": [
                        0.7102290987968445
                    ],
                    "end_char": 126,
                    "attributes": [],
                    "id": 19,
                    "text": "心",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 126
                },
                {
                    "parent": [
                        21
                    ],
                    "children": [
                        19
                    ],
                    "probability": [
                        0.3628300130367279
                    ],
                    "end_char": 129,
                    "attributes": [],
                    "id": 20,
                    "text": "心功能川",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [],
                    "begin_char": 126
                },
                {
                    "parent": [],
                    "children": [
                        19,
                        20
                    ],
                    "probability": [
                        0.4350235164165497
                    ],
                    "end_char": 130,
                    "attributes": [],
                    "id": 21,
                    "text": "心功能川级",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [],
                    "begin_char": 126
                }
            ],
            "text": "3、辅检：血常规(本院2012-05-03)：白细胞14.76×10%/，中性0.75，淋巴0.20，血红蛋白99g/L。血尿酸（本院2012-05-03）：640umol/L。初步诊断：痛风石合并感染冠状动脉粥样硬化性心脏病缺血性心肌病心律失常一房颤心功能川级"
        },
        "success": true,
        "tracerId": "0.0.0.0-0-139959763786048-1665617191429-0000000240"
    }
}
```
