Retired Los Angeles family physician Ken Murray documents a striking pattern: doctors consistently refuse the aggressive interventions they routinely administer to dying patients. When his mentor Charlie, a prominent orthopaedist, discovered pancreatic cancer, he declined a novel surgical procedure that could triple five-year survival from 5% to 15% — choosing instead to close his practice and die at home months later without chemotherapy, radiation, or surgery. Medicare spent minimal resources on his care.

The disparity stems from three forces. Patients and families, overwhelmed in crisis, often demand "everything" without understanding what's reasonable — CPR outcomes illustrate the gap: Murray saw exactly one patient with severe illness survive CPR to hospital discharge in hundreds of cases. Doctors, fearing litigation and lacking trusted relationships in emergency settings, comply with requests for futile care. The fee-for-service model further incentivizes volume over appropriateness, though Murray notes most physicians act from fear rather than greed.

Systemic failures compound individual decisions. Jack, a 78-year-old with explicit directives against life support, suffered a massive stroke on a Saturday when his wife couldn't advocate — the system swallowed his preferences. Medical personnel wear "NO CODE" medallions and tattoos to prevent unwanted resuscitation, while physicians exhibit higher rates of alcohol abuse and depression, which Murray attributes partly to the moral injury of administering suffering.