Recommend diagnostic or therapeutic interventions with attention to safety, cost, invasiveness, simplicity, acceptability, adherence, and efficacy.

“Recommend diagnostic or therapeutic interventions with attention to safety, cost, invasiveness, simplicity, acceptability, adherence, and efficacy.” is a core task performed by Nurse Practitioners. Among the occupation's 27 rated tasks, workers place it 19th by importance (#9 most important). About 100% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Prescribe medical treatments or devices. in Monitoring and Controlling Resources

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T1.

Other tasks in this occupation

• Maintain complete and detailed records of patients' health care plans and prognoses. · importance 4.9
• Develop treatment plans, based on scientific rationale, standards of care, and professional practice guidelines. · importance 4.9
• Provide patients with information needed to promote health, reduce risk factors, or prevent disease or disability. · importance 4.8
• Analyze and interpret patients' histories, symptoms, physical findings, or diagnostic information to develop appropriate diagnoses. · importance 4.8
• Diagnose or treat complex, unstable, comorbid, episodic, or emergency conditions in collaboration with other health care providers as necessary. · importance 4.8
• Prescribe medication dosages, routes, and frequencies, based on such patient characteristics as age and gender. · importance 4.8
• Diagnose or treat chronic health care problems, such as high blood pressure and diabetes. · importance 4.7
• Prescribe medications based on efficacy, safety, and cost as legally authorized. · importance 4.7
• Detect and respond to adverse drug reactions, with special attention to vulnerable populations such as infants, children, pregnant and lactating women, or older adults. · importance 4.7
• Diagnose or treat acute health care problems, such as illnesses, infections, or injuries. · importance 4.7
• Counsel patients about drug regimens and possible side effects or interactions with other substances, such as food supplements, over-the-counter (OTC) medications, or herbal remedies. · importance 4.6
• Order, perform, or interpret the results of diagnostic tests, such as complete blood counts (CBCs), electrocardiograms (EKGs), and radiographs (x-rays). · importance 4.6
• Educate patients about self-management of acute or chronic illnesses, tailoring instructions to patients' individual circumstances. · importance 4.6
• Maintain current knowledge of state legal regulations for nurse practitioner practice, including reimbursement of services. · importance 4.5

See all tasks on the Nurse Practitioners page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-18394,
  title  = {Recommend diagnostic or therapeutic interventions with attention to safety, cost, invasiveness, simplicity, acceptability, adherence, and efficacy.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-18394}
}