Healthcare

Gastroenterologist

AI is poised to impact gastroenterology through enhanced diagnostic capabilities, improved image analysis, and robotic assistance in endoscopic procedures. LLMs can aid in literature review and clinical decision support, while computer vision can improve the accuracy of polyp detection and characterization. Robotics may assist in performing complex endoscopic procedures with greater precision.

Top risks:

Perform endoscopic procedures (e.g., colonoscopy, upper endoscopy)40%
Diagnose and treat diseases of the digestive system50%
Interpret imaging studies (e.g., CT scans, MRIs)60%

Lower Risk

Healthcare

General Surgeon

AI is poised to impact general surgeons through several avenues. Computer vision can assist in image analysis for diagnostics and surgical planning. Robotics can enhance surgical precision and enable remote surgery. LLMs can aid in documentation and literature review. However, the nonroutine manual dexterity and complex decision-making required in surgery will limit full automation in the near term.

Top risks:

Performing surgical procedures (e.g., appendectomy, cholecystectomy)5%
Diagnosing medical conditions based on patient history, physical examination, and diagnostic tests40%
Developing treatment plans and managing patient care30%

Side-by-Side Metrics

Metric	Gastroenterologist	General Surgeon
Risk Score	56%	49%
Risk Level	High Risk	Medium Risk
Timeline	5-10 years	10+ years
Category	Healthcare	Healthcare
Tasks at Risk	6 tasks	7 tasks
Skills at Risk	3 skills	3 skills
Safe Skills	5 skills	4 skills

Risk Comparison

Gastroenterologist56%

General Surgeon49%

General Surgeon has 7 percentage points lower risk than Gastroenterologist.

Tasks at Risk

Gastroenterologist Tasks at Risk

Perform endoscopic procedures (e.g., colonoscopy, upper endoscopy)40%

10+ years

Diagnose and treat diseases of the digestive system50%

5-10 years

Interpret imaging studies (e.g., CT scans, MRIs)60%

5-10 years

Prescribe medications and manage patient treatment plans40%

5-10 years

Conduct patient consultations and provide medical advice30%

10+ years

General Surgeon Tasks at Risk

Performing surgical procedures (e.g., appendectomy, cholecystectomy)5%

10+ years

Diagnosing medical conditions based on patient history, physical examination, and diagnostic tests40%

5-10 years

Developing treatment plans and managing patient care30%

5-10 years

Ordering and interpreting diagnostic tests (e.g., blood tests, imaging studies)50%

5-10 years

Documenting patient information and procedures in electronic health records70%

1-3 years

Skills Comparison

Shared AI-Resistant Skills(valuable in both careers)

Ethical judgment

Gastroenterologist -- Safe Skills

Complex decision-makingPatient communicationEmpathyEthical judgmentFine motor skills during procedures

Gastroenterologist -- Skills at Risk

Image analysisData interpretationMedical documentation

General Surgeon -- Safe Skills

Complex surgical proceduresReal-time decision-making in surgeryEmpathy and patient communicationEthical judgment

General Surgeon -- Skills at Risk

Data analysis for diagnosisLiterature reviewDocumentation

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