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The Non-Clinical Curbside: Nobody Can Find the Peer Who Already Did This
81% of physicians now use AI in practice and 92% want more education, yet peer recommendations remain weak because nobody verifies or routes them. The physician who already solved your exact operational problem is out there and unreachable.
Imported Disease Expertise Deserts: The Patient Moved, the Expertise Did Not
Roughly 300,000 people in the US have Chagas disease, and fewer than 1% were treated over a seven-year period. 77.9% of surveyed obstetricians had never considered the diagnosis in patients from endemic countries. Imported malaria was misdiagnosed at first visit in 46.1% of one migrant cohort. The expertise exists in the country already.
Your Colleagues Are Strangers: Expertise Blindness Inside the Same Health System
79% of physicians refer patients out of network. About a third of those referrals are avoidable with better information about colleagues' subspecialty focus. 72% refer to the same person by habit and 45% cannot readily tell who is in network. The person with the right expertise is frequently in the same building.
Rare in Childhood, Invisible in Adulthood
There are roughly 1.5 million US adults with congenital heart disease and 509 board-certified adult congenital cardiologists, fewer than half practising it full time. Single-specialty adult hematology programs fell from 74 in 1995 to two in 2018. Medicine's greatest survival success has produced a population its directories cannot describe.
The Case Count You Cannot Look Up
Low-volume surgeons carried an adjusted odds ratio of 3.61 for operative death after pancreatic resection. Even among surgeons who all met Leapfrog volume standards, complication rates varied two-fold. Learning curves for robotic procedures run 15 to 55 cases. And no referring physician, patient, or credentialing committee can look up how many a given operator did last year.
Your Directory Is Describing a Doctor Who No Longer Exists
Board certification is a fact about an examination, often decades old. Half of measured evaluations show performance declining with years since training, self-assessment is worst among the least skilled, and nearly half of Medicare Advantage directory locations contain an error. The consequential inaccuracy is not the address. It is the expertise.
How Long Does It Take a Doctor to Find the Right Doctor?
Medicine measures door-to-balloon, door-to-needle, and time to antibiotics. It has never measured the interval that governs every non-protocolized decision: the time from needing specific expertise to getting a qualified human answer. Here is why that number matters, what we know about its range, and how to measure it.
Medicine's Largest Consult Channel Has No Router
87.5% of subspecialists were curbsided last week. Half of that information was incomplete. The curbside consult is the highest-volume clinical decision channel in medicine, and it has no routing, no record, no quality layer, and no compensation. Here is the anatomy of the problem, and a working protocol for doing it better.
Healthcare Knows Where You Work. It Does Not Know What You Know.
Medicine has the most verified workforce on earth and no way to find the one clinician who has actually seen your case. This is the credential-expertise gap, why it costs billions, and what expertise routing would look like if anyone built it.