Trajectory-grounded orientation for today's appointment.
HFpEF trajectory is stable, but the model is under-informed. Two tests would sharpen the picture materially.
Linda has not decompensated in 14 months and her symptoms on last review were unchanged. The trajectory burden is modest, but the 10-year envelope is wide — Horizon-1 confidence is 20/40, mainly because NT-proBNP has never been measured and the last echocardiogram is five years old. The correct action is to tighten the model rather than add therapy.
Output of the dynamic hypergraph. Direction = trajectory on that axis.