The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 4 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Perry: US Healthcare Standardized Forms but Not Field Requirements
“They didn't, they standardized the form. But they did not standardize the field, what you put in each field in the form.”
Perry: Effective AI in Healthcare Billing Requires Massive Underlying Infrastructure
“The actual useful application of machine learning is the tip of a very large iceberg, and we're building the infrastructure under the ocean right now of, like, the infrastructure for how do you do all that automation correctly and the machine learning correctl…”
Perry: Value-Based Care Struggles Under Legacy Fee-for-Service Claims Rails
“That actually opened up a can of worms on the move to value base of how do you actually pay for that? You actually, they, the way they implemented that in many cases is actually they like put that on the claims rails. So they actually submit these claims and i…”
Perry: Cluster Denied Claims to Extract Rules Instead of Calling Payers
“Cluster your claims. Find which ones were denied for the same reason. Make one call. Don't call for all thousand of the ones were denied. That's smart. Take that rule, put it in the rules engine, and don't make that mistake anymore.”