poo2thegeek t1_j1m1f3k wrote
Reply to comment by fiveswords in Machine learning model reliably predicts risk of opioid use disorder for individual patients, that could aid in prevention by marketrent
There’s probably definitions for what “high risk” is. Maybe for example “high risk” means 90% of people in that group overdose within 6 months. These definitions are obviously decided by the person creating the model, and so should be based on expert opinion. But predicting someone as “high risk” 86% of the time is pretty damn good, and it’s definitely a useful tool. However, it probably shouldn’t be the only tool. Doctors shouldn’t say “the ml model says you’re high risk, so no more drugs”, instead a discussion should be started with the patient at this point, and then the doctor can make a balanced decision based on the ml output, as well as the facts they’ve got from the patient.
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