"Documentation time is not the primary driver of clinician burnout or unsafe care transitions. The actual root cause of this crisis — the structural failure that 1st-generation scribes were never designed to treat — is the fragmentation of the patient record, and the systemic amnesia it produces. Patients who receive highly fragmented care cost nearly twice as much as patients receiving coordinated care. This cost gap only grows as patient complexity increases."

"Clinicians who adopted AI scribes simply reallocated their saved time to other administrative tasks — specifically, 'reviewing current or prior documentation for accuracy' and 'conducting medical record review.' The time saved by automated transcription was absorbed by the very problem transcription cannot solve."