抽血师
医疗保健AI暴露度
- 数据来源: BLS发布时间: 2026-08
低· 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
0.15
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 92%。
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 | APIRaw / share % |
|---|---|
Document route of specimens from collection to laboratory analysis and diagnosis.31-9097 | 0.002351.1 |
Enter patient, specimen, insurance, or billing information into computer.31-9097 | 0.002248.9 |
| Not observed on any surface — 22 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. | |
Collect fluid or tissue samples, using appropriate collection procedures. | —0 |
Dispose of blood or other biohazard fluids or tissue, in accordance with applicable laws, standards, or policies. | —0 |
Dispose of contaminated sharps, in accordance with applicable laws, standards, and policies. | —0 |
Draw blood from capillaries by dermal puncture, such as heel or finger stick methods. | —0 |
Draw blood from veins by vacuum tube, syringe, or butterfly venipuncture methods. | —0 |
Explain fluid or tissue collection procedures to patients. | —0 |
Match laboratory requisition forms to specimen tubes. | —0 |
Organize or clean blood-drawing trays, ensuring that all instruments are sterile and all needles, syringes, or related items are of first-time use. | —0 |
Collect specimens at specific time intervals for tests, such as those assessing therapeutic drug levels. | —0 |
Conduct standards tests, such as blood alcohol, blood culture, oral glucose tolerance, glucose screening, blood smears, or peak and trough drug levels tests. | —0 |
Process blood or other fluid samples for further analysis by other medical professionals. | —0 |
Provide sample analysis results to physicians to assist diagnosis. | —0 |
Train other medical personnel in phlebotomy or laboratory techniques. | —0 |
Transport specimens or fluid samples from collection sites to laboratories. | —0 |
Draw blood from arteries, using arterial collection techniques. | —0 |
Administer subcutaneous or intramuscular injects, in accordance with licensing restrictions. | —0 |
Calibrate or maintain machines, such as those used for plasma collection. | —0 |
Conduct hemoglobin tests to ensure donor iron levels are normal. | —0 |
Determine donor suitability, according to interview results, vital signs, and medical history. | —0 |
Monitor blood or plasma donors during and after procedures to ensure health, safety, and comfort. | —0 |
Perform saline flushes or dispense anticoagulant drugs, such as Heparin, through intravenous (IV) lines, in accordance with licensing restrictions and under the direction of a medical doctor. | —0 |
Serve refreshments to donors to ensure absorption of sugar into their systems. | —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 |
|---|---|
Document route of specimens from collection to laboratory analysis and diagnosis.O*NET Task ID 19376 | 1.0 |
Explain fluid or tissue collection procedures to patients.O*NET Task ID 19380 | 1.0 |
Enter patient, specimen, insurance, or billing information into computer.O*NET Task ID 19389 | 1.0 |
Determine donor suitability, according to interview results, vital signs, and medical history.O*NET Task ID 19388 | 0.5 |
Provide sample analysis results to physicians to assist diagnosis.O*NET Task ID 19393 | 0.5 |
Collect fluid or tissue samples, using appropriate collection procedures.O*NET Task ID 19373 | 0.0 |
Dispose of blood or other biohazard fluids or tissue, in accordance with applicable laws, standards, or policies.O*NET Task ID 19374 | 0.0 |
Dispose of contaminated sharps, in accordance with applicable laws, standards, and policies.O*NET Task ID 19375 | 0.0 |
Draw blood from arteries, using arterial collection techniques.O*NET Task ID 19377 | 0.0 |
Draw blood from capillaries by dermal puncture, such as heel or finger stick methods.O*NET Task ID 19378 | 0.0 |
Draw blood from veins by vacuum tube, syringe, or butterfly venipuncture methods.O*NET Task ID 19379 | 0.0 |
Match laboratory requisition forms to specimen tubes.O*NET Task ID 19381 | 0.0 |
Organize or clean blood-drawing trays, ensuring that all instruments are sterile and all needles, syringes, or related items are of first-time use.O*NET Task ID 19382 | 0.0 |
Administer subcutaneous or intramuscular injects, in accordance with licensing restrictions.O*NET Task ID 19383 | 0.0 |
Calibrate or maintain machines, such as those used for plasma collection.O*NET Task ID 19384 | 0.0 |
Collect specimens at specific time intervals for tests, such as those assessing therapeutic drug levels.O*NET Task ID 19385 | 0.0 |
Conduct hemoglobin tests to ensure donor iron levels are normal.O*NET Task ID 19386 | 0.0 |
Conduct standards tests, such as blood alcohol, blood culture, oral glucose tolerance, glucose screening, blood smears, or peak and trough drug levels tests.O*NET Task ID 19387 | 0.0 |
Monitor blood or plasma donors during and after procedures to ensure health, safety, and comfort.O*NET Task ID 19390 | 0.0 |
Perform saline flushes or dispense anticoagulant drugs, such as Heparin, through intravenous (IV) lines, in accordance with licensing restrictions and under the direction of a medical doctor.O*NET Task ID 19391 | 0.0 |
Process blood or other fluid samples for further analysis by other medical professionals.O*NET Task ID 19392 | 0.0 |
Serve refreshments to donors to ensure absorption of sugar into their systems.O*NET Task ID 19394 | 0.0 |
Train other medical personnel in phlebotomy or laboratory techniques.O*NET Task ID 19395 | 0.0 |
Transport specimens or fluid samples from collection sites to laboratories.O*NET Task ID 19396 | 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