急诊医学医师

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

    来源数据集（XLSX 文件下载）

  • 数据来源: ILO发布时间: 2025

    0.27

    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 74%。

    来源数据集

  • 数据来源: OpenAI发布时间: 2023

    0.353

    0.000此处所载数值的范围0.844
    尺度 · 母数 · 来源

    人工评分β，按发布原值0–1

    以O*NET任务映射为基准

    来源数据集

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

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.

TaskβE1 + 0.5 × E2
Collect and record patient information, such as medical history or examination results, in electronic or handwritten medical records.

O*NET Task ID 22717

1.0
Analyze records, examination information, or test results to diagnose medical conditions.

O*NET Task ID 22715

0.5
Assess patients' pain levels or sedation requirements.

O*NET Task ID 22716

0.5
Communicate likely outcomes of medical diseases or traumatic conditions to patients or their representatives.

O*NET Task ID 22718

0.5
Conduct primary patient assessments that include information from prior medical care.

O*NET Task ID 22719

0.5
Consult with hospitalists and other professionals, such as social workers, regarding patients' hospital admission, continued observation, transition of care, or discharge.

O*NET Task ID 22720

0.5
Direct and coordinate activities of nurses, assistants, specialists, residents, and other medical staff.

O*NET Task ID 22721

0.5
Discuss patients' treatment plans with physicians and other medical professionals.

O*NET Task ID 22722

0.5
Evaluate patients' vital signs or laboratory data to determine emergency intervention needs and priority of treatment.

O*NET Task ID 22723

0.5
Identify factors that may affect patient management, such as age, gender, barriers to communication, and underlying disease.

O*NET Task ID 22724

0.5
Perform emergency resuscitations on patients.

O*NET Task ID 22726

0.0
Perform such medical procedures as emergent cricothyrotomy, endotracheal intubation, and emergency thoracotomy.

O*NET Task ID 22727

0.0
Stabilize patients in critical condition.

O*NET Task ID 22731

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®, Eloundou et al. (2023): see full notices on the Credits page

职业信息