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A/KAI Kills What?

Task // O*NET task

Low exposure · 1 occupations · 0 evidence

Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample…

Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis.

Task automation exposure

35/100

Low exposure

Exposure basis

[v4/median] score 35 (raw 35 | A 15 / B 35 / C 35 | modality: other) While AI can assist with statistical analysis and drafting questionnaire items, the holistic design, ethical management, and contextual evaluation of epidemiological study protocols require deep domain expertise, judgment, and human oversight that current software cannot replicat (capable: None - human-led)

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 35 (raw 35 | A 15 / B 35 / C 35 | modality: other) While AI can assist with statistical analysis and drafting questionnaire items, the holistic design, ethical management, and contextual evaluation of epidemiological study protocols require deep domain expertise, judgment, and human oversight that current software cannot replicat (capable: None - human-led)

Automation exposure35/100

How much of this task's output current AI can produce or substantially assist.

Strongest applicable capability0/100

Best current model strength on any capability this task requires.

This is an assessment of technical feasibility plus published evidence - not a forecast. Even fully automatable tasks are often not automated, because of cost, verification, liability, regulation or the fact that the task is bundled with other work.

Occupations

Occupations that perform this task (1)

Importance is the O*NET-style weight of this task within each occupation. The same task can be highly exposed but peripheral to one job and core to another.

Occupations performing Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample…, with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
EpidemiologistsCross-industry4.1/5core9

Evidence

Evidence (0)

No evidence item is mapped to this specific task yet. The exposure figure above rests on the v1 editorial baseline and on the capability assessment, and should be treated as low-confidence. Pages with fewer than 0 evidence items are excluded from sitemaps.