@peterevoss@TimDraper@OpenAI@AnthropicAI@grok Cognitive is the only way one can have the precision in healthcare while learning nearly everyday. LLMs may not end up as a bubble bursting as they keep letting out a lot of hot air.
@jclatorre@tszzl@RichardHanania Epic is built on 1960’s modified MUMPs database (same as Meditec) that was designed to display lab data electronically. This architecture cannot handle cognitive data (data with context) & never will. Without context & hierarchical deductive logic, there is no predict & prevent.
@CMSGov@DrOzCMS@SecKennedy@POTUS Good start, but I have some hard questions:
10. When can we stop discussing the on-going problems of EMRs for more than a decade when nothing has changed for clinicians in 15-20 years as to improving communication in the clinician’s note vs maximizing billing and coding?
@CMSGov@DrOzCMS@SecKennedy@POTUS Good start, but I have some hard questions:
8. What happens when a payor always get a preop knee Xray report for total knee replacement with every note from an academic medical is word for word the same “saved” in their EMR ?
9. Why use data structures left over from the 1960's?
@CMSGov@DrOzCMS@SecKennedy@POTUS Good start, but I have some hard questions:
6. How many people actually think CMS 0057 will be practical January, 2027 without major clinical input?
7. How many vendors & clinicians are going to cheat & take advantage of the HL7 spec loophole where one can save a “canned” notes?
@CMSGov@DrOzCMS@SecKennedy@POTUS Good start, but I have some hard questions:
5. From what I am seeing on prior auth automation - very primitive, as one IT guru said it best - clinical data has a lot of sharp edges & is difficult to handle (lol) - need an intelligence platform that has polished the “sharp” edges
@CMSGov@DrOzCMS@SecKennedy@POTUS Good start, but I have some hard questions:
3. How much of current EMR software has been validated as a medical device since it definitely affects the clinician’s decisions?
4. How many payors have actually adopted x12 278 data standard on their end?
@CMSGov@DrOzCMS@SecKennedy@POTUS Good start, but I have some hard questions:
1. So how do we continue to e-rx when it is nothing but an e-fax?
2. Sad when multiple “interoperability” vendors tell me that the standard operating procedure is screen scrapping ?
@elonmusk So are you pivoting from a LLM to a highly edited conversational expert system assembled by subject matter experts ? Hope it’s cognitive with hierarchical decisions as data with context…
@DrBruggeman Be careful, cutting back on prior auth ultimately come back to haunt you as a post payment review of medical necessity with a resultant claw back.
@AndrewYang This is what happens when corporate leadership ignores the little guy. Unlike nuclear weapons, there is no way of knowing whether companies are working on a new technology in secret for the next black swan event.
@benshapiro This is what happens when corporate leadership ignores the little guy. Unlike nuclear weapons, there is no way of knowing whether companies are working on a new technology in secret for the next black swan event.
@elonmusk Mirrors what we are seeing in healthcare with the red line representing non-licensed administration with the blue line representing doctors & nurses - sad. This is why our healthcare system is so F’d up. The value chain is upside down in medicine with doctors at the very bottom.
@elonmusk Government employees & politicians need to better understand the terms creative destruction & disintermediation. It is time to simplify the complex especially as applied to healthcare. For healthcare we need to do the right thing for the patient and those that pay for that care.