Surgeons earned about 44 percent more for male-specific procedures than female analogues in a 1997 study, a gap that has barely narrowed in 20 years. A doctor-run committee sets those values, so hospitals receive the gap as a price signal that pulls resources away from gynecology.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+12
- Incentives40
- Confidence55
The JAMA Perspective says human review can degrade quality once a system beats unaided doctors. The cited evidence is almost entirely simulated, and none of it tests physician-plus-AI.
Reality
- Evidence40
- Adoption12
- Hype gap+55
- Incentives75
- Confidence65
Writing in STAT, a communications consultant compares September's flu, Covid and RSV safety review with the 1955 polio announcement and concludes the movement forgot how to celebrate, on the strength of two episodes and no comparison group.
Reality
- Evidence32
- Adoption
- Insufficient
- Hype gap+34
- Incentives66
- Confidence54
The new tier system sorts diagnoses by how likely they are to prevent work, so an ALS case clears automatically while a diabetes case with no recent admissions goes to individual review. States have about 16 weeks.
Reality
- Evidence62
- Adoption25
- Hype gap0
- Incentives55
- Confidence58
Their JAMA review reads two years of literature and puts autonomous AI ahead of physician-AI hybrids by 2030, while the AMA's chief executive says some of those studies are simulations that do not all point that way.
Reality
- Evidence48
- Adoption21
- Hype gap+46
- Incentives76
- Confidence52
The agency floated doctor-style competency testing for GenAI medical devices and said the graded object is the shipped product, not the model underneath. Comments close October 19, 2026.
Publishers:fda.gov · massdevice.com · nextgov.com Perspective Coverage
3 publishers
- Builder
- Builder 35%
- Operator
- Operator 40%
- Investor
- Investor 25%
Reality
- Evidence88
- Adoption14
- Hype gap+16
- Incentives62
- Confidence84
The AMA's 2026 physician survey puts data-privacy assurances at 86% and safety validation at 88%. Both gates sit upstream of model choice, and one of them is an infrastructure decision.
Reality
- Evidence27
- Adoption
- Insufficient
- Hype gap+46
- Incentives82
- Confidence38