儿科医生
医疗保健AI暴露度
- 数据来源: BLS发布时间: 2026-08
高· 相对
低四级相对区间很高职业群单位数值
尺度 · 母数 · 来源
四级相对类别（低 / 中等 / 高 / 很高）
以BLS就业预测表中831个细分职业为基数。取值按 NEM（全国就业矩阵）代码给定，因此共用同一 NEM 代码的职业得到相同分档
- 数据来源: Anthropic发布时间: 2026-03
0.000
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.29
0.09此处所载数值的范围0.70职业群单位数值
尺度 · 母数 · 来源
生成式AI暴露度指数，按发布原值0–1
ISCO-08职业小类单位 — 共用同一代码的职业取值相同
本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 69%。
该来源发布的是什么性质的数值
BLS的类别是相对排位而非绝对水平，也不是一手测量：它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测，不是采用概率，也不区分自动化与增强。
Task-level exposure
仅显示有暴露的工作| Task | Claude.aiRaw / share % |
|---|---|
Monitor patients' conditions and progress and reevaluate treatments as necessary.29-1065 | 0.015929.3 |
Plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness.29-1065 | 0.014125.9 |
Explain procedures and discuss test results or prescribed treatments with patients and parents or guardians.29-1065 | 0.010619.4 |
Examine children regularly to assess their growth and development.29-1065 | 0.00488.9 |
Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.29-1065 | 0.00387.0 |
Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.29-1065 | 0.00336.0 |
Provide consulting services to other physicians.29-1065 | 0.00203.6 |
| Not observed on any surface — 9 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis. | —0 |
Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children. | —0 |
Collect, record, and maintain patient information, such as medical history, reports, and examination results. | —0 |
Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention. | —0 |
Refer patient to medical specialist or other practitioner when necessary. | —0 |
Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff. | —0 |
Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems. | —0 |
Conduct research to study anatomy and develop or test medications, treatments, or procedures to prevent or control disease or injury. | —0 |
Prepare government or organizational reports of birth, death, and disease statistics, workforce evaluations, or medical status of individuals. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis.O*NET Task ID 7819 | 0.5 |
Examine children regularly to assess their growth and development.O*NET Task ID 7820 | 0.5 |
Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children.O*NET Task ID 7821 | 0.5 |
Collect, record, and maintain patient information, such as medical history, reports, or examination results.O*NET Task ID 7822 | 0.5 |
Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention.O*NET Task ID 7823 | 0.5 |
Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.O*NET Task ID 7824 | 0.5 |
Explain procedures and discuss test results or prescribed treatments with patients and parents or guardians.O*NET Task ID 7825 | 0.5 |
Monitor patients' conditions and progress and reevaluate treatments as necessary.O*NET Task ID 7826 | 0.5 |
Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.O*NET Task ID 7827 | 0.5 |
Refer patient to medical specialist or other practitioner when necessary.O*NET Task ID 7828 | 0.5 |
Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems.O*NET Task ID 7832 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page