> [...] my understanding is that most medicine is still too complex, with too little data to reliably make machine judgement. Indeed! I should have been cleare

> [...] my understanding is that most medicine is still too complex, with too little data to reliably make machine judgement. Indeed! I should have been clearer: I'm not suggesting any kind of AI / ML stuff — rather, only that where there is an established and uncontroversial best practice process for, e.g., diagnosing and treating X (which there often is), then I would hope for there to be a requirement to make a record of the path a doctor took to the conclusion, including a record any deviations like not ordering some standard test that most doctors would before starting a patient on Y. It could literally be a printed flowchart with check boxes on it and room for comments. The goal is to make the cowboys out there a little more accountable (incentivise doing things by the book), and to stop treating vague notions of "professional judgement" (a common protest against doing things by the book, I hear) as sufficient reason for ignoring the consensus best practice or simply forgetting important steps. > The comment is also uneccessarily confrontational. Fair call. I suppose ranting and raving doesn't really help anything. But I sincerely believe that a significant part of the problem is the defensiveness that tends to arise when a person is told (or it is implied): you are fallible. This tool will help to catch your mistakes, and make you more effective. I'm sure this happens in every industry, and I see working with that as 90÷ of the challenge. > There are plenty of areas in medicine where checklist and sops have been widely adopted. Yep, I agree wholeheartedly. And it saves lives. Hospitals in particular have made huge improvements to patient care/survival in this way, and continue to do so every year with new initiatives. I just think there are still a lot of, uh, exciting opportunities for future excellence. :)