Make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.

“Make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.” is a core task performed by Clinical Nurse Specialists. Among the occupation's 30 rated tasks, workers place it 14th by importance (#17 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.

• Advise others on healthcare or wellness issues. in Providing Consultation and Advice to Others

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.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.005% share of AI-use records mapped to this task
• 94% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Other tasks in this occupation

• Provide specialized direct and indirect care to inpatients and outpatients within a designated specialty, such as obstetrics, neurology, oncology, or neonatal care. · importance 4.7
• Collaborate with other health care professionals and service providers to ensure optimal patient care. · importance 4.7
• Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in nursing. · importance 4.7
• Maintain departmental policies, procedures, objectives, or infection control standards. · importance 4.6
• Develop, implement, or evaluate standards of nursing practice in specialty area, such as pediatrics, acute care, and geriatrics. · importance 4.6
• Instruct nursing staff in areas such as the assessment, development, implementation, and evaluation of disability, illness, management, technology, or resources. · importance 4.5
• Develop and maintain departmental policies, procedures, objectives, or patient care standards, based on evidence-based practice guidelines or expert opinion. · importance 4.5
• Evaluate the quality and effectiveness of nursing practice or organizational systems. · importance 4.3
• Observe, interview, and assess patients to identify care needs. · importance 4.3
• Monitor or evaluate medical conditions of patients in collaboration with other health care professionals. · importance 4.2
• Provide coaching and mentoring to other caregivers to help facilitate their professional growth and development. · importance 4.2
• Provide direct care by performing comprehensive health assessments, developing differential diagnoses, conducting specialized tests, or prescribing medications or treatments. · importance 4.2
• Design evaluation programs regarding the quality and effectiveness of nursing practice or organizational systems. · importance 4.2
• Provide consultation to other health care providers in areas such as patient discharge, patient care, or clinical procedures. · importance 4.2

See all tasks on the Clinical Nurse Specialists 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
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-task-18010,
  title  = {Make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-18010}
}