Machine Learning Can be Used to Predict Function but Not Pain After Surgery for Thumb Carpometacarpal Osteoarthritis

Nursing and Health Professions

• Osteoarthritis 100%
• Area under the Curve 80%
• Random Forest 40%
• Symptom 40%
• Clinician 20%
• Clinical Practice 20%
• Patient-Reported Outcome 20%
• Decision Support System 20%
• Logistic Regression Analysis 20%
• Mental Health 20%
• Patient Selection 20%
• Conservative Treatment 20%
• Hand Pain 20%

Medicine and Dentistry

• Hand Function 100%
• Osteoarthritis 100%
• Thumb 100%
• Symptom 25%
• Logistic Regression Analysis 12%
• Decision Making 12%
• Mental Health 12%
• Conservative Treatment 12%
• Patient-Reported Outcome 12%
• Patient Selection 12%

Biochemistry, Genetics and Molecular Biology

• Hand Function 100%
• Random Forest 25%
• Mental Health 12%
• Decision Making 12%
• Decision Support System 12%