# 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"
}
}
```
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