How a preventive medicine physician can use AI, task by task

I work as a preventive medicine physician. Part of my job is to design or use surveillance tools, such as screening, lab reports, and vital records, to identify health risks.

Context: We use Scheduling software and Microsoft Excel; the work draws on medicine and dentistry, biology and therapy and counseling.
Population and purpose: [clients, communication, music therapy]
What to assess: [skills, needs]

Draft an assessment procedure with items, scoring and administration notes. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a preventive medicine physician. Part of my job is to document or review comprehensive patients' histories with an emphasis on occupation or environmental risks.

Context: We use Patient electronic medical record EMR software and Medical surveillance software; the work draws on medicine and dentistry, biology and therapy and counseling.
Setting: [pre-anesthesia, therapy, respiratory care]
What I must capture: [conditions, meds, allergies]

Write a structured intake question list in plain language, follow-ups for vague answers, and red flags that need escalation. No patient data.

I work as a preventive medicine physician. Part of my job is to teach or train medical staff regarding preventive medicine issues.

Context: We use Microsoft PowerPoint and Patient electronic medical record EMR software; the work draws on medicine and dentistry, biology and therapy and counseling.
Technique: [procedure]
Learners: [providers, assistants]

Plan teaching with demonstration and supervised practice. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

I work as a preventive medicine physician. Part of my job is to identify groups at risk for specific preventable diseases or injuries.

Context: We use Wolfram Research Mathematica and SAS; the work draws on medicine and dentistry, biology and therapy and counseling.
Disease or parasite: [name]
What I want to learn: [cause, spread, treatment]

Summarize what's known, open questions, experiment designs, and key references. Give sources I can check and say clearly when you're unsure.

I work as a preventive medicine physician. Part of my job is to evaluate the effectiveness of prescribed risk reduction measures or other interventions.

Context: We use SAS and The MathWorks MATLAB; the work draws on medicine and dentistry, biology and therapy and counseling.
Data: [paste de-identified outcomes]
Treatment: [describe]

Analyze effectiveness with formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a preventive medicine physician. Part of my job is to perform epidemiological investigations of acute and chronic diseases.

Context: We use Epidemiological software and Medical surveillance software; the work draws on medicine and dentistry, biology and therapy and counseling.
Topic: [condition, treatment, question]
My goal: [study design, teaching, clinical update]

Summarize current evidence, key trials, open questions, and search terms for PubMed. Mark anything uncertain. I will verify every source.

I work as a preventive medicine physician. Part of my job is to provide information about potential health hazards and possible interventions to the media, the public, other health care professionals, or local, state, and federal health authorities.

Context: We use Patient electronic medical record EMR software; the work draws on medicine and dentistry, biology and therapy and counseling.
Health topic: [disease prevention, foot care, safety]
Audience: [community, workers]

Write answers to the most common public questions in plain language. Keep answers to 2-3 sentences and flag any that depend on the situation.

I work as a preventive medicine physician. Part of my job is to prepare preventive health reports, including problem descriptions, analyses, alternative solutions, and recommendations.

Context: We use Patient electronic medical record EMR software and Medical surveillance software; the work draws on medicine and dentistry, biology and therapy and counseling.
Findings: [paste]
Audience: [clinicians, patients]

Draft a write-up for the audience. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as a preventive medicine physician. Part of my job is to design, implement, or evaluate health service delivery systems to improve the health of targeted populations.

Context: We use Scheduling software and Microsoft Excel; the work draws on medicine and dentistry, biology and therapy and counseling.
Program: [education, prevention, screening, wellness or monitoring program]
Who it's for and why: [the group, their main health needs or risks]
Resources: [staff, time, budget, partners]

Draft the program: goals, sessions or activities, schedule, materials, how people will be reached, and how I'll measure whether it worked.

I work as a preventive medicine physician. Part of my job is to coordinate or integrate the resources of health care institutions, social service agencies, public safety workers, or other organizations to improve community health.

Context: We use Scheduling software and Microsoft Excel; the work draws on medicine and dentistry, biology and therapy and counseling.
Issue: [substance use, nutrition, prevention]
Community: [describe]

Draft program goals, activities, partners and evaluation. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a preventive medicine physician. Part of my job is to deliver presentations to lay or professional audiences.

Context: We use Patient electronic medical record EMR software; the work draws on medicine and dentistry, biology and therapy and counseling.
Health topic: [disease prevention, foot care, safety]
Audience: [community, workers]

Write answers to the most common public questions in plain language. Keep answers to 2-3 sentences and flag any that depend on the situation.

I work as a preventive medicine physician. Part of my job is to develop or implement interventions to address behavioral causes of diseases.

Context: We use Scheduling software and Microsoft Excel; the work draws on medicine and dentistry, biology and therapy and counseling.
Client goals: [work, life skills]
Setting: [describe]

Plan activities, sequencing and measures. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.