---
# System prepended metadata

title: AliYun and Tencent cloud NLP

---

# AliYun and Tencent cloud NLP

## Tencent Cloud
#### 1. Use Wechat/Email/WeCom(企业微信) with phone number to **[register](https://cloud.tencent.com/register?s_url=https%3A%2F%2Fcloud.tencent.com%2Fproduct%2Fnlp)**. ![](https://i.imgur.com/pInJ39L.png)

#### 2. Tencent Cloud requires **[real-name authentication](https://console.cloud.tencent.com/developer/auth)** to get started. Once authentication is finished, we can get 50k free query per day for the account. (Also, the real-name authentication is available with a company profile, which is recommended for businese usage). ![](https://i.imgur.com/Uym6cgI.png)

#### 3. After authentication, we can now **[create a secret key pair](https://console.cloud.tencent.com/cam/capi)** to start using their APIs.
![](https://i.imgur.com/3HEBlBt.png)

#### 4. With the key pair, now we can go to their **[API Explorer[NLP section]](https://console.cloud.tencent.com/api/explorer?Product=nlp&Version=2019-04-08&Action=WordSimilarity)** to get their quick starter codes as well as the quick online trial demos. Here are all their available NLP services: ![](https://i.imgur.com/AXoNL6x.png) 
- Here is the LexicalAnalysis starter code example: ![](https://i.imgur.com/f96EjVJ.png) 
- Here is the LexicalAnalysis online demo, we can input text inside and get result directly online.
 ![](https://i.imgur.com/V9OX7XX.png)
 
 ---
 
 ## AliYun
#### 1. [Register a Chinese mainland acccount](https://account.aliyun.com/register/qr_register.htm) requires a Chinese mainland phone number. ![](https://i.imgur.com/oknyh7j.png)
~~However, [register an international account](https://account.alibabacloud.com/register/intl_register.htm) is possible with email and a US phone number. And they offer two account options: Businese account and Individual account~~ (May not needed anymore): ![](https://i.imgur.com/vzMvrz6.png)

#### 2. After registration, [Real-name authentication](https://account.console.aliyun.com/v2/#/authc/types) is required to use the account, do it via Alipay is recommended (instantly), but via a businese bank account is also available (2~3 businese day). ![](https://i.imgur.com/ro9hpYe.png)
![](https://i.imgur.com/EBp5UPP.png)

#### 3. We can find documentations for several useful Medical tools on the Chinese product page [here](https://help.aliyun.com/document_detail/179395.html), however, these medical services are only available with a Chinese mainland account. ![](https://i.imgur.com/5cmfRjy.png)

#### 4. We can get **500 free queries** in total on each of the following medical services. ![](https://i.imgur.com/b4bADZQ.png)

#### 5. Found three fixed working examples for the "医学实体识别" API. They are only available when a Chinese mainland user logged in. (These are actual API calls, but the textarea on the left could not be changed).
![](https://i.imgur.com/ShM2fFs.png)
![](https://i.imgur.com/hJnxyms.png)
![](https://i.imgur.com/Bsg9L3Q.png)

#### 6. If use their OpenAPI Explorer(online demos) to open the "医学实体识别" API, the page is blank for some reason. Working on my own demo to test it out. ![](https://i.imgur.com/c9OXJA5.png)

--- 

### Coding Portion
#### 1. Starter code available [here(Python)](https://help.aliyun.com/document_detail/177236.htm?spm=a2c4g.11186623.0.0.6b2b6d95WdiFQX#topic-2139758). Using the aliyun-python-sdk-alinlp sdk can waive the digital signature process.

#### 2. Tutorial to create an Access Key pair [here](https://help.aliyun.com/document_detail/116401.htm?spm=a2c4g.11186623.0.0.434a5d7abs0rsB#task-2245479).

#### 3. The "医学实体识别" API's detail input/output/error_msg are available [here](https://help.aliyun.com/document_detail/179395.html).
#### 4. API call on "医学实体识别" API succeeded. Note that the text input **must < 256 char**, otherwise, no output will be generated.

---

## "医学实体识别" API Input/Output Examples
> - Due to API text length limitation(< 256 char), the sample text is **separated into multiple parts**. 
> (Ex. "Example 1-1" and "Example 1-2" are both belongs to "Example 1" text.)
> - All texts are reformatted by the following rules: 
>  -- Remove all \n (the newline character)
>  -- Remove all spaces(spaces are not common in Chinese text)


### **Example 1-1**
#### ==Input Text==
```text!
姓名：仲崇波
住院病案号：
1811
2011-09-05 14:50
首次病程记录
惠者 仲崇波 男 59岁
因“肛门旁条索状硬结2周余”为主诉
收入院
病历特点：
1、中老年男性，生活自理，否认肝炎，结核等病史。
2、现病史：该患于2周前无明显诱因出现肛门旁一肺块，伴轻度
疼痛，无分泌物溢出，肛门外出现一外口，影响正常生活及休息，今日
为进一步治疗，故来我院就诊，门诊经检查以“高位肛楼” 收入院。患
者一般状态佳，二便正常，睡眠欠佳。
```

#### ==Diagnosis and Code Mapping==
```object!
{'肝炎': 'K75.901', '结核': 'A16.200', '高位肛楼': 'K60.301'}
```

#### ==Symptom and Code Mapping==
```object!
{'肛门旁条索状硬结': 'K62.901', '肛门旁一肺块': 'K62.820', '轻度疼痛': 'R52.900', '分泌物溢出': 'R84.901', '肛门外出现一外口': 'K62.501', '影响正常生活及休息': 'P02.900'}
```

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

#### ==Output==
```json!
{
    "RequestId": "9DC6B867-FE82-56DF-8A27-602ADE419B9F",
    "Data": {
        "result": {
            "ner": [
                {
                    "parent": [
                        1,
                        2
                    ],
                    "children": [],
                    "probability": [
                        0.5667661428451538
                    ],
                    "end_char": 12,
                    "attributes": [],
                    "id": 0,
                    "text": "肛门",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 11
                },
                {
                    "parent": [
                        2
                    ],
                    "children": [
                        0
                    ],
                    "probability": [
                        0.40318673849105835
                    ],
                    "end_char": 13,
                    "attributes": [],
                    "id": 1,
                    "text": "肛门旁",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 11
                },
                {
                    "parent": [],
                    "children": [
                        0,
                        1
                    ],
                    "probability": [
                        0.7614381909370422
                    ],
                    "end_char": 18,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 2,
                    "text": "肛门旁条索状硬结",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.599180281162262
                    ],
                    "begin_char": 11
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.840126633644104
                    ],
                    "end_char": 50,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 3,
                    "text": "肝炎",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [
                        0.9907529354095459
                    ],
                    "begin_char": 49
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.49227845668792725
                    ],
                    "end_char": 53,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 4,
                    "text": "结核",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [
                        0.9899516701698303
                    ],
                    "begin_char": 52
                },
                {
                    "parent": [
                        6
                    ],
                    "children": [],
                    "probability": [
                        0.6862098574638367
                    ],
                    "end_char": 78,
                    "attributes": [],
                    "id": 5,
                    "text": "肛门",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 77
                },
                {
                    "parent": [],
                    "children": [
                        5
                    ],
                    "probability": [
                        0.9090278148651123
                    ],
                    "end_char": 82,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 6,
                    "text": "肛门旁一肺块",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.8783222436904907
                    ],
                    "begin_char": 77
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.4765460789203644
                    ],
                    "end_char": 88,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 7,
                    "text": "轻度疼痛",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.8119313716888428
                    ],
                    "begin_char": 85
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.956788182258606
                    ],
                    "end_char": 95,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 8,
                    "text": "分泌物溢出",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9866699576377869
                    ],
                    "begin_char": 91
                },
                {
                    "parent": [
                        10
                    ],
                    "children": [],
                    "probability": [
                        0.5296885967254639
                    ],
                    "end_char": 98,
                    "attributes": [],
                    "id": 9,
                    "text": "肛门",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 97
                },
                {
                    "parent": [],
                    "children": [
                        9
                    ],
                    "probability": [
                        0.7978349924087524
                    ],
                    "end_char": 104,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 10,
                    "text": "肛门外出现一外口",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.7601957321166992
                    ],
                    "begin_char": 97
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.46812018752098083
                    ],
                    "end_char": 114,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 11,
                    "text": "影响正常生活及休息",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9138981699943542
                    ],
                    "begin_char": 106
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9136496782302856
                    ],
                    "end_char": 142,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 12,
                    "text": "高位肛楼",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [
                        0.5133733153343201
                    ],
                    "begin_char": 139
                }
            ],
            "text": "惠者仲崇波男59岁因“肛门旁条索状硬结2周余”为主诉收入院病历特点：1、中老年男性，生活自理，否认肝炎，结核等病史。2、现病史：该患于2周前无明显诱因出现肛门旁一肺块，伴轻度疼痛，无分泌物溢出，肛门外出现一外口，影响正常生活及休息，今日为进一步治疗，故来我院就诊，门诊经检查以“高位肛楼”收入院。患者一般状态佳，二便正常，睡眠欠佳"
        },
        "success": true,
        "tracerId": "0.0.0.0-0-139960837529968-1665613198584-0000000228"
    }
}
```

### **Example 1-2**
#### ==Input Text==
```text!
3、查体：T：36.3°C
P: 78次/分
R: 18次/分
Bp: 140/100mmHg。
一般状态可，神清语明，查体合作。眼脸无水肿，
结膜无充血，巩膜无黄染，障孔等大等圆，对光反射灵敏。口唇无发绀，
咽不充山，扁桃体无肿大，颈软，气管居中，甲状腺无肿大。双肺呼吸
音清晰，未闻及干湿性罗音。心音正常，心率：78次/分，律齐，各瓣
膜听诊区未闻及异常杂音。腹软，肝、胆、脾肋下未触及。脊柱四肢正
常。神经系统未见异常。
```

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

#### ==Symptom and Code Mapping==
```object!
{'眼脸无水肿': 'H02.806', '结膜无充血': 'N42.101', '巩膜无黄染': 'H44.402', '口唇无发绀': 'R23.000', '咽不充山': 'ZZSV11', '扁桃体无肿大': 'J35.100', '气管居中': 'J40.x01', '甲状腺无肿大': 'E04.900', '双肺呼吸音清晰': 'R06.500', '干湿性罗音': 'R49.100', '律齐': 'I49.900'}
```

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


#### ==Output==
```json!
{
    "RequestId": "A7F73717-3DC4-5D9A-9A98-5176AE0F634F",
    "Data": {
        "result": {
            "ner": [
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.4559190571308136
                    ],
                    "end_char": 3,
                    "attributes": [],
                    "id": 0,
                    "text": "查体",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 2
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7117063403129578
                    ],
                    "end_char": 5,
                    "attributes": [],
                    "id": 1,
                    "text": "T",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 5
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.559089183807373
                    ],
                    "end_char": 11,
                    "attributes": [],
                    "id": 2,
                    "text": "36.3°",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 7
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.6457027196884155
                    ],
                    "end_char": 13,
                    "attributes": [],
                    "id": 3,
                    "text": "CP",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 12
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.8147764801979065
                    ],
                    "end_char": 19,
                    "attributes": [],
                    "id": 4,
                    "text": "78次/分",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 15
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7796140313148499
                    ],
                    "end_char": 20,
                    "attributes": [],
                    "id": 5,
                    "text": "R",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 20
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.8471737504005432
                    ],
                    "end_char": 26,
                    "attributes": [],
                    "id": 6,
                    "text": "18次/分",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 22
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9418830275535583
                    ],
                    "end_char": 28,
                    "attributes": [],
                    "id": 7,
                    "text": "Bp",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 27
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7612501978874207
                    ],
                    "end_char": 40,
                    "attributes": [],
                    "id": 8,
                    "text": "140/100mmHg",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 30
                },
                {
                    "parent": [
                        10
                    ],
                    "children": [],
                    "probability": [
                        0.474394291639328
                    ],
                    "end_char": 59,
                    "attributes": [],
                    "id": 9,
                    "text": "眼脸",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 58
                },
                {
                    "parent": [],
                    "children": [
                        9
                    ],
                    "probability": [
                        0.9198798537254333
                    ],
                    "end_char": 62,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 10,
                    "text": "眼脸无水肿",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9582778215408325
                    ],
                    "begin_char": 58
                },
                {
                    "parent": [
                        12
                    ],
                    "children": [],
                    "probability": [
                        0.5355358719825745
                    ],
                    "end_char": 65,
                    "attributes": [],
                    "id": 11,
                    "text": "结膜",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 64
                },
                {
                    "parent": [],
                    "children": [
                        11
                    ],
                    "probability": [
                        0.9852780699729919
                    ],
                    "end_char": 68,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 12,
                    "text": "结膜无充血",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9669600129127502
                    ],
                    "begin_char": 64
                },
                {
                    "parent": [
                        14
                    ],
                    "children": [],
                    "probability": [
                        0.4944614768028259
                    ],
                    "end_char": 71,
                    "attributes": [],
                    "id": 13,
                    "text": "巩膜",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 70
                },
                {
                    "parent": [],
                    "children": [
                        13
                    ],
                    "probability": [
                        0.9450756907463074
                    ],
                    "end_char": 74,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 14,
                    "text": "巩膜无黄染",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9789148569107056
                    ],
                    "begin_char": 70
                },
                {
                    "parent": [
                        16
                    ],
                    "children": [],
                    "probability": [
                        0.4977833926677704
                    ],
                    "end_char": 91,
                    "attributes": [],
                    "id": 15,
                    "text": "口唇",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 90
                },
                {
                    "parent": [],
                    "children": [
                        15
                    ],
                    "probability": [
                        0.9205439686775208
                    ],
                    "end_char": 94,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 16,
                    "text": "口唇无发绀",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9656806588172913
                    ],
                    "begin_char": 90
                },
                {
                    "parent": [
                        18
                    ],
                    "children": [],
                    "probability": [
                        0.5020537376403809
                    ],
                    "end_char": 96,
                    "attributes": [],
                    "id": 17,
                    "text": "咽",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 96
                },
                {
                    "parent": [],
                    "children": [
                        17
                    ],
                    "probability": [
                        0.973535418510437
                    ],
                    "end_char": 99,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 18,
                    "text": "咽不充山",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9691218137741089
                    ],
                    "begin_char": 96
                },
                {
                    "parent": [
                        20
                    ],
                    "children": [],
                    "probability": [
                        0.6746698617935181
                    ],
                    "end_char": 103,
                    "attributes": [],
                    "id": 19,
                    "text": "扁桃体",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 101
                },
                {
                    "parent": [],
                    "children": [
                        19
                    ],
                    "probability": [
                        0.9797856211662292
                    ],
                    "end_char": 106,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 20,
                    "text": "扁桃体无肿大",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9786681532859802
                    ],
                    "begin_char": 101
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.5835152864456177
                    ],
                    "end_char": 108,
                    "attributes": [],
                    "id": 21,
                    "text": "颈",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 108
                },
                {
                    "parent": [
                        23
                    ],
                    "children": [],
                    "probability": [
                        0.6687433123588562
                    ],
                    "end_char": 112,
                    "attributes": [],
                    "id": 22,
                    "text": "气管",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 111
                },
                {
                    "parent": [],
                    "children": [
                        22
                    ],
                    "probability": [
                        0.7424846291542053
                    ],
                    "end_char": 114,
                    "attributes": [],
                    "id": 23,
                    "text": "气管居中",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 111
                },
                {
                    "parent": [
                        25
                    ],
                    "children": [],
                    "probability": [
                        0.5230563879013062
                    ],
                    "end_char": 118,
                    "attributes": [],
                    "id": 24,
                    "text": "甲状腺",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 116
                },
                {
                    "parent": [],
                    "children": [
                        24
                    ],
                    "probability": [
                        0.5877424478530884
                    ],
                    "end_char": 121,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 25,
                    "text": "甲状腺无肿大",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.980836808681488
                    ],
                    "begin_char": 116
                },
                {
                    "parent": [
                        27
                    ],
                    "children": [],
                    "probability": [
                        0.8271366357803345
                    ],
                    "end_char": 124,
                    "attributes": [],
                    "id": 26,
                    "text": "双肺",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 123
                },
                {
                    "parent": [],
                    "children": [
                        26
                    ],
                    "probability": [
                        0.5475946068763733
                    ],
                    "end_char": 129,
                    "attributes": [],
                    "id": 27,
                    "text": "双肺呼吸音清晰",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 123
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.3827102482318878
                    ],
                    "end_char": 138,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 28,
                    "text": "干湿性罗音",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9988629817962646
                    ],
                    "begin_char": 134
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9484140872955322
                    ],
                    "end_char": 146,
                    "attributes": [],
                    "id": 29,
                    "text": "心率",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 145
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9031441807746887
                    ],
                    "end_char": 152,
                    "attributes": [],
                    "id": 30,
                    "text": "78次/分",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 148
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.36500558257102966
                    ],
                    "end_char": 155,
                    "attributes": [],
                    "id": 31,
                    "text": "律齐",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 154
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.3561169505119324
                    ],
                    "end_char": 159,
                    "attributes": [],
                    "id": 32,
                    "text": "瓣膜",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 158
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.6032836437225342
                    ],
                    "end_char": 171,
                    "attributes": [],
                    "id": 33,
                    "text": "腹",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 171
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.5844191312789917
                    ],
                    "end_char": 174,
                    "attributes": [],
                    "id": 34,
                    "text": "肝",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 174
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.6495335102081299
                    ],
                    "end_char": 176,
                    "attributes": [],
                    "id": 35,
                    "text": "胆",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 176
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.4489433169364929
                    ],
                    "end_char": 178,
                    "attributes": [],
                    "id": 36,
                    "text": "脾",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 178
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.4551575481891632
                    ],
                    "end_char": 199,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 37,
                    "text": "神经系统未见异常",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [
                        0.760374903678894
                    ],
                    "begin_char": 192
                }
            ],
            "text": "3、查体：T：36.3°CP:78次/分R:18次/分Bp:140/100mmHg。一般状态可，神清语明，查体合作。眼脸无水肿，结膜无充血，巩膜无黄染，障孔等大等圆，对光反射灵敏。口唇无发绀，咽不充山，扁桃体无肿大，颈软，气管居中，甲状腺无肿大。双肺呼吸音清晰，未闻及干湿性罗音。心音正常，心率：78次/分，律齐，各瓣膜听诊区未闻及异常杂音。腹软，肝、胆、脾肋下未触及。脊柱四肢正常。神经系统未见异常。"
        },
        "success": true,
        "tracerId": "0.0.0.0-0-139960501984000-1665614688922-0000000232"
    }
}
```

### **Example 1-3**
#### ==Input Text==
```text!
专科检查：查体：取截石位1）视诊：肛门发育正常，5时位距肛门2cm 见一外口，外口封闭无分泌物流出：2〉触诊：肛门括约肌功能良好，5点位各触及一条索状硬物向肛门内延伸，5点位齿线上：2.5cm 可触及一凹陷，触之较硬，应为内口，3）肛门镜未做。
4、铺助检查：
WBC:8 8*109/1
RBC: 4. 9*1012 /L
HGB:182g/1
PLT:29*109/L
临床诊斯：高位肛瘘
诊断依据：
1、病史：肛门旁条索状硬结2周余。
```

#### ==Diagnosis and Code Mapping==
```object!
{'高位肛瘘': 'K60.301'}
```

#### ==Symptom and Code Mapping==
```object!
{'外口封闭无分泌物流出': 'M84130/3', '肛门括约肌功能良好': 'R15.x01', '触之较硬': 'W33.900', '肛门旁条索状硬结': 'K62.901'}
```

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

#### ==Output==
```json!
{
    "RequestId": "C75AB391-0094-54FA-9016-175F06796904",
    "Data": {
        "result": {
            "ner": [
                {
                    "parent": [
                        1
                    ],
                    "children": [],
                    "probability": [
                        0.6649020314216614
                    ],
                    "end_char": 18,
                    "attributes": [],
                    "id": 0,
                    "text": "肛门",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 17
                },
                {
                    "parent": [],
                    "children": [
                        0
                    ],
                    "probability": [
                        0.48463284969329834
                    ],
                    "end_char": 22,
                    "attributes": [],
                    "id": 1,
                    "text": "肛门发育正常",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 17
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.4222594201564789
                    ],
                    "end_char": 29,
                    "attributes": [],
                    "id": 2,
                    "text": "肛门",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 28
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.6837033629417419
                    ],
                    "end_char": 47,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 3,
                    "text": "外口封闭无分泌物流出",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9471786618232727
                    ],
                    "begin_char": 38
                },
                {
                    "parent": [
                        5,
                        6
                    ],
                    "children": [],
                    "probability": [
                        0.45869696140289307
                    ],
                    "end_char": 55,
                    "attributes": [],
                    "id": 4,
                    "text": "肛门",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 54
                },
                {
                    "parent": [
                        6
                    ],
                    "children": [
                        4
                    ],
                    "probability": [
                        0.7055328488349915
                    ],
                    "end_char": 58,
                    "attributes": [],
                    "id": 5,
                    "text": "肛门括约肌",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 54
                },
                {
                    "parent": [],
                    "children": [
                        4,
                        5
                    ],
                    "probability": [
                        0.5242661833763123
                    ],
                    "end_char": 62,
                    "attributes": [],
                    "id": 6,
                    "text": "肛门括约肌功能良好",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 54
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.4415673315525055
                    ],
                    "end_char": 78,
                    "attributes": [],
                    "id": 7,
                    "text": "肛门",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 77
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.3875442445278168
                    ],
                    "end_char": 94,
                    "attributes": [],
                    "id": 8,
                    "text": "5点位齿线上：2.5cm",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 83
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.4752539098262787
                    ],
                    "end_char": 105,
                    "attributes": [],
                    "id": 9,
                    "text": "触之较硬",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 102
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9193670153617859
                    ],
                    "end_char": 129,
                    "attributes": [],
                    "id": 10,
                    "text": "WBC",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 127
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.8294545412063599
                    ],
                    "end_char": 141,
                    "attributes": [],
                    "id": 11,
                    "text": "RBC",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 139
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.502691924571991
                    ],
                    "end_char": 162,
                    "attributes": [],
                    "id": 12,
                    "text": "182g/1",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 157
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.659569263458252
                    ],
                    "end_char": 165,
                    "attributes": [],
                    "id": 13,
                    "text": "PLT",
                    "type": [
                        "Test-name"
                    ],
                    "attr_probability": [],
                    "begin_char": 163
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7528488636016846
                    ],
                    "end_char": 174,
                    "attributes": [],
                    "id": 14,
                    "text": "29*109/L",
                    "type": [
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 167
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.674857497215271
                    ],
                    "end_char": 183,
                    "attributes": [],
                    "id": 15,
                    "text": "高位肛瘘",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [],
                    "begin_char": 180
                },
                {
                    "parent": [
                        17
                    ],
                    "children": [],
                    "probability": [
                        0.5530770421028137
                    ],
                    "end_char": 195,
                    "attributes": [],
                    "id": 16,
                    "text": "肛门",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 194
                },
                {
                    "parent": [],
                    "children": [
                        16
                    ],
                    "probability": [
                        0.613625168800354,
                        0.4939148426055908
                    ],
                    "end_char": 201,
                    "attributes": [],
                    "id": 17,
                    "text": "肛门旁条索状硬结",
                    "type": [
                        "Symptom",
                        "Test-result"
                    ],
                    "attr_probability": [],
                    "begin_char": 194
                }
            ],
            "text": "专科检查：查体：取截石位1）视诊：肛门发育正常，5时位距肛门2cm见一外口，外口封闭无分泌物流出：2〉触诊：肛门括约肌功能良好，5点位各触及一条索状硬物向肛门内延伸，5点位齿线上：2.5cm可触及一凹陷，触之较硬，应为内口，3）肛门镜未做。4、铺助检查：WBC:88*109/1RBC:4.9*1012/LHGB:182g/1PLT:29*109/L临床诊斯：高位肛瘘诊断依据：1、病史：肛门旁条索状硬结2周余。"
        },
        "success": true,
        "tracerId": "0.0.0.0-0-139960569039472-1665614484348-0000000230"
    }
}
```

---

### **Example 2-1**
#### ==Input Text==
```text!
患者XXX，性别：男，年龄：32岁,农民。因“转移性右下腹疼
痛半天”于×年×月X日16:50:10由门诊以“阑尾炎”收入住院。
值班医师于x年X月x日16:58:40到病房及时查视患者。
病例特点：
1、现病史：患者于今早无明显诱因感腹部疼痛，恶心纳呆，呕
吐，发热，呈持续性、进行性加剧，转至右下腹疼痛，右下腹摸及
包块，未在院外诊治，急来我院就诊，为求进一步系统诊治，由门
诊以“阑尾炎”收住院。
```

#### ==Diagnosis and Code Mapping==
```object!
{'阑尾炎': 'K37.x00'}
```

#### ==Symptom and Code Mapping==
```object!
{'转移性右下腹疼痛': 'R10.301', '腹部疼痛': 'R10.100', '恶心': 'R11.x00', '纳呆': 'F03.x00', '呕吐': 'BNP050', '发热': 'R50.900', '进行性加剧': 'Y00.900', '右下腹疼痛': 'R10.301', '右下腹摸及包块': 'ZVX040'}
```

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

#### ==Output==
```json!
{
    "RequestId": "2394B6FC-CDE9-5DF9-B463-CE00B926C718",
    "Data": {
        "result": {
            "ner": [
                {
                    "parent": [],
                    "children": [
                        19,
                        1
                    ],
                    "probability": [
                        0.8219740986824036
                    ],
                    "end_char": 30,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 0,
                    "text": "转移性右下腹疼痛",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9389327168464661
                    ],
                    "begin_char": 23
                },
                {
                    "parent": [
                        0
                    ],
                    "children": [
                        19
                    ],
                    "probability": [
                        0.8446980118751526
                    ],
                    "end_char": 28,
                    "attributes": [],
                    "id": 1,
                    "text": "右下腹",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 26
                },
                {
                    "parent": [
                        3
                    ],
                    "children": [],
                    "probability": [
                        0.7417589426040649
                    ],
                    "end_char": 55,
                    "attributes": [],
                    "id": 2,
                    "text": "阑尾",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 54
                },
                {
                    "parent": [],
                    "children": [
                        2
                    ],
                    "probability": [
                        0.9306288957595825
                    ],
                    "end_char": 56,
                    "attributes": [],
                    "id": 3,
                    "text": "阑尾炎",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [],
                    "begin_char": 54
                },
                {
                    "parent": [
                        5
                    ],
                    "children": [],
                    "probability": [
                        0.8907551169395447
                    ],
                    "end_char": 115,
                    "attributes": [],
                    "id": 4,
                    "text": "腹部",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 114
                },
                {
                    "parent": [],
                    "children": [
                        4
                    ],
                    "probability": [
                        0.969254732131958
                    ],
                    "end_char": 117,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 5,
                    "text": "腹部疼痛",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.7429856657981873
                    ],
                    "begin_char": 114
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9956061244010925
                    ],
                    "end_char": 120,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 6,
                    "text": "恶心",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.765105664730072
                    ],
                    "begin_char": 119
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9967622756958008
                    ],
                    "end_char": 122,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 7,
                    "text": "纳呆",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.7550528645515442
                    ],
                    "begin_char": 121
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9988881945610046
                    ],
                    "end_char": 125,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 8,
                    "text": "呕吐",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.649490475654602
                    ],
                    "begin_char": 124
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9775493144989014
                    ],
                    "end_char": 128,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 9,
                    "text": "发热",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.7679036855697632
                    ],
                    "begin_char": 127
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.39704185724258423
                    ],
                    "end_char": 139,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 10,
                    "text": "进行性加剧",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.884154736995697
                    ],
                    "begin_char": 135
                },
                {
                    "parent": [
                        12
                    ],
                    "children": [
                        18
                    ],
                    "probability": [
                        0.9026079177856445
                    ],
                    "end_char": 145,
                    "attributes": [],
                    "id": 11,
                    "text": "右下腹",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 143
                },
                {
                    "parent": [],
                    "children": [
                        18,
                        11
                    ],
                    "probability": [
                        0.6083897948265076
                    ],
                    "end_char": 147,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 12,
                    "text": "右下腹疼痛",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.7603960037231445
                    ],
                    "begin_char": 143
                },
                {
                    "parent": [
                        14
                    ],
                    "children": [
                        17
                    ],
                    "probability": [
                        0.9303876757621765
                    ],
                    "end_char": 151,
                    "attributes": [],
                    "id": 13,
                    "text": "右下腹",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 149
                },
                {
                    "parent": [],
                    "children": [
                        17,
                        13
                    ],
                    "probability": [
                        0.9555454254150391
                    ],
                    "end_char": 155,
                    "attributes": [
                        "PAST"
                    ],
                    "id": 14,
                    "text": "右下腹摸及包块",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.7623286247253418
                    ],
                    "begin_char": 149
                },
                {
                    "parent": [
                        16
                    ],
                    "children": [],
                    "probability": [
                        0.7325032353401184
                    ],
                    "end_char": 187,
                    "attributes": [],
                    "id": 15,
                    "text": "阑尾",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 186
                },
                {
                    "parent": [],
                    "children": [
                        15
                    ],
                    "probability": [
                        0.9427353143692017
                    ],
                    "end_char": 188,
                    "attributes": [],
                    "id": 16,
                    "text": "阑尾炎",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [],
                    "begin_char": 186
                },
                {
                    "parent": [
                        13,
                        14
                    ],
                    "children": [],
                    "probability": [
                        0.7
                    ],
                    "end_char": 150,
                    "attributes": [],
                    "id": 17,
                    "text": "右下",
                    "type": [
                        "Location"
                    ],
                    "attr_probability": [],
                    "begin_char": 149
                },
                {
                    "parent": [
                        11,
                        12
                    ],
                    "children": [],
                    "probability": [
                        0.7
                    ],
                    "end_char": 144,
                    "attributes": [],
                    "id": 18,
                    "text": "右下",
                    "type": [
                        "Location"
                    ],
                    "attr_probability": [],
                    "begin_char": 143
                },
                {
                    "parent": [
                        0,
                        1
                    ],
                    "children": [],
                    "probability": [
                        0.7
                    ],
                    "end_char": 27,
                    "attributes": [],
                    "id": 19,
                    "text": "右下",
                    "type": [
                        "Location"
                    ],
                    "attr_probability": [],
                    "begin_char": 26
                }
            ],
            "text": "患者XXX，性别：男，年龄：32岁,农民。因“转移性右下腹疼痛半天”于×年×月X日16:50:10由门诊以“阑尾炎”收入住院。值班医师于x年X月x日16:58:40到病房及时查视患者。病例特点：1、现病史：患者于今早无明显诱因感腹部疼痛，恶心纳呆，呕吐，发热，呈持续性、进行性加剧，转至右下腹疼痛，右下腹摸及包块，未在院外诊治，急来我院就诊，为求进一步系统诊治，由门诊以“阑尾炎”收住院。"
        },
        "success": true,
        "tracerId": "0.0.0.0-0-139960166439760-1665615981067-0000000235"
    }
}
```



### **Example 2-2**
#### ==Input Text==
```text!
入院症见：患者感腹部疼痛，恶心纳呆
呕吐，发热，呈持续性、进行性加剧，转移至右下腹疼痛，右下腹
摸及包块，患者神清语利，精神可，平素饮食可，夜寐可，小便调、
便秘.
2、既往史：既往体健。否认高血压病、冠心病、糖尿病等慢性
病病史，否认肝炎、结核、伤寒、症疾等传染病史，否认重大外伤
史、手术史及输血史，否认食物及药物过敏史。预防接种史不详。
```

#### ==Diagnosis and Code Mapping==
```object!
{'高血压病': 'I10.x00', '冠心病': 'I25.104', '糖尿病': 'E14.900', '肝炎': 'K75.901', '结核': 'A16.200', '食物及药物过敏': 'L27.202'}
```

#### ==Symptom and Code Mapping==
```object!
{'腹部疼痛': 'R10.100', '恶心': 'R11.x00', '纳呆': 'F03.x00', '呕吐': 'BNP050', '发热': 'R50.900', '右下腹疼痛': 'R10.301', '右下腹摸及包块': 'ZVX040', '伤寒': 'A01.000', '症疾': 'B54.x00'}
```

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

#### ==Output==
```json!
{
    "RequestId": "AC71566E-CB98-5BE6-B9C1-C0A191096FE5",
    "Data": {
        "result": {
            "ner": [
                {
                    "parent": [
                        1
                    ],
                    "children": [],
                    "probability": [
                        0.899808406829834
                    ],
                    "end_char": 9,
                    "attributes": [],
                    "id": 0,
                    "text": "腹部",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 8
                },
                {
                    "parent": [],
                    "children": [
                        0
                    ],
                    "probability": [
                        0.9612882733345032
                    ],
                    "end_char": 11,
                    "attributes": [],
                    "id": 1,
                    "text": "腹部疼痛",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 8
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9811118245124817
                    ],
                    "end_char": 14,
                    "attributes": [],
                    "id": 2,
                    "text": "恶心",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 13
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.989193856716156
                    ],
                    "end_char": 16,
                    "attributes": [],
                    "id": 3,
                    "text": "纳呆",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 15
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9988956451416016
                    ],
                    "end_char": 18,
                    "attributes": [],
                    "id": 4,
                    "text": "呕吐",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 17
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9800047278404236
                    ],
                    "end_char": 21,
                    "attributes": [],
                    "id": 5,
                    "text": "发热",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 20
                },
                {
                    "parent": [
                        7
                    ],
                    "children": [
                        20
                    ],
                    "probability": [
                        0.9256253242492676
                    ],
                    "end_char": 39,
                    "attributes": [],
                    "id": 6,
                    "text": "右下腹",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 37
                },
                {
                    "parent": [],
                    "children": [
                        20,
                        6
                    ],
                    "probability": [
                        0.9337639212608337
                    ],
                    "end_char": 41,
                    "attributes": [],
                    "id": 7,
                    "text": "右下腹疼痛",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 37
                },
                {
                    "parent": [
                        9
                    ],
                    "children": [
                        19
                    ],
                    "probability": [
                        0.9130396246910095
                    ],
                    "end_char": 45,
                    "attributes": [],
                    "id": 8,
                    "text": "右下腹",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 43
                },
                {
                    "parent": [],
                    "children": [
                        19,
                        8
                    ],
                    "probability": [
                        0.9362768530845642
                    ],
                    "end_char": 49,
                    "attributes": [],
                    "id": 9,
                    "text": "右下腹摸及包块",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [],
                    "begin_char": 43
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9796510338783264
                    ],
                    "end_char": 95,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 10,
                    "text": "高血压病",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [
                        0.5497587323188782
                    ],
                    "begin_char": 92
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9901682138442993
                    ],
                    "end_char": 99,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 11,
                    "text": "冠心病",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [
                        0.898547351360321
                    ],
                    "begin_char": 97
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9926747679710388
                    ],
                    "end_char": 103,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 12,
                    "text": "糖尿病",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [
                        0.9096331596374512
                    ],
                    "begin_char": 101
                },
                {
                    "parent": [
                        14
                    ],
                    "children": [],
                    "probability": [
                        0.38602763414382935
                    ],
                    "end_char": 113,
                    "attributes": [],
                    "id": 13,
                    "text": "肝",
                    "type": [
                        "Anatomy"
                    ],
                    "attr_probability": [],
                    "begin_char": 113
                },
                {
                    "parent": [],
                    "children": [
                        13
                    ],
                    "probability": [
                        0.9004794359207153
                    ],
                    "end_char": 114,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 14,
                    "text": "肝炎",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [
                        0.9885963797569275
                    ],
                    "begin_char": 113
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9629657864570618
                    ],
                    "end_char": 117,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 15,
                    "text": "结核",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [
                        0.989276647567749
                    ],
                    "begin_char": 116
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.9229863882064819
                    ],
                    "end_char": 120,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 16,
                    "text": "伤寒",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9933517575263977
                    ],
                    "begin_char": 119
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.8050374984741211
                    ],
                    "end_char": 123,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 17,
                    "text": "症疾",
                    "type": [
                        "Symptom"
                    ],
                    "attr_probability": [
                        0.9903056621551514
                    ],
                    "begin_char": 122
                },
                {
                    "parent": [],
                    "children": [],
                    "probability": [
                        0.7649497985839844
                    ],
                    "end_char": 154,
                    "attributes": [
                        "NEGATION"
                    ],
                    "id": 18,
                    "text": "食物及药物过敏",
                    "type": [
                        "Diagnosis"
                    ],
                    "attr_probability": [
                        0.9994564652442932
                    ],
                    "begin_char": 148
                },
                {
                    "parent": [
                        8,
                        9
                    ],
                    "children": [],
                    "probability": [
                        0.7
                    ],
                    "end_char": 44,
                    "attributes": [],
                    "id": 19,
                    "text": "右下",
                    "type": [
                        "Location"
                    ],
                    "attr_probability": [],
                    "begin_char": 43
                },
                {
                    "parent": [
                        6,
                        7
                    ],
                    "children": [],
                    "probability": [
                        0.7
                    ],
                    "end_char": 38,
                    "attributes": [],
                    "id": 20,
                    "text": "右下",
                    "type": [
                        "Location"
                    ],
                    "attr_probability": [],
                    "begin_char": 37
                }
            ],
            "text": "入院症见：患者感腹部疼痛，恶心纳呆呕吐，发热，呈持续性、进行性加剧，转移至右下腹疼痛，右下腹摸及包块，患者神清语利，精神可，平素饮食可，夜寐可，小便调、便秘.2、既往史：既往体健。否认高血压病、冠心病、糖尿病等慢性病病史，否认肝炎、结核、伤寒、症疾等传染病史，否认重大外伤史、手术史及输血史，否认食物及药物过敏史。预防接种史不详。"
        },
        "success": true,
        "tracerId": "0.0.0.0-0-139960233495216-1665616058009-0000000236"
    }
}
```

---

> ### **Due to max length of this note has been reached, Example 3 will be provided [here](https://hackmd.io/mwTrUccoTmqzUynK7-n5qQ?view)**
