Evaluate patient outcomes to determine effectiveness of treatments.

Evaluate patient outcomes to determine effectiveness of treatments. is a detailed work activity in O*NET — a concrete unit of work shared across 6 occupations and seen in 7 occupation-specific tasks. It rolls up into the broader work activity Evaluate patient or client condition or treatment options. in Judging the Qualities of Objects, Services, or People .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 7 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 4 (57%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 2 of these tasks, with a mean mapped-usage share of 0.005% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Monitor patients' conditions, and reevaluate treatments, as necessary. · Emergency Medicine Physicians · importance 4.8 · exposure with tools
• Assess and report the progress of recovering athletes to coaches or physicians. · Athletic Trainers · importance 4.7 · exposure with tools
• Evaluate treatment outcomes and recommend new or altered treatments as necessary to further promote, restore, or maintain health. · Acupuncturists · importance 4.7 · no direct exposure
• Evaluate effects of treatment at various stages and adjust treatments to achieve maximum benefit. · Physical Therapists · importance 4.7 · no direct exposure
• Assess client needs or disorders, using drawing, painting, sculpting, or other artistic processes. · Art Therapists · importance 4.5 · no direct exposure
• Modify patient treatment plans as indicated by patients' responses and conditions. · Registered Nurses · importance 4.3 · exposure with tools
• Interpret the artistic creations of clients to assess their functioning, needs, or progress. · Art Therapists · importance 4.1 · exposure with tools

Occupations that perform this

• Emergency Medicine Physicians
• Athletic Trainers
• Acupuncturists
• Physical Therapists
• Art Therapists
• Registered Nurses

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-evaluate-patient-outcomes-to-determine-effectiveness-of-treatments,
  title  = {Evaluate patient outcomes to determine effectiveness of treatments.},
  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/detailed-activities/evaluate-patient-outcomes-to-determine-effectiveness-of-treatments}
}