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Christopher Jon Freyermuth's avatar

Context may be the most undervalued asset in healthcare. The patient repeatedly reconstructs it, and the clinician repeatedly reassembles it, yet neither effort is preserved. and thus repeated.

Tod Stillson MD's avatar

Efficiently orchestrating the patient's current story along with their broader health narrative is increasingly within reach with AI assistance. Over the years, we have engineered many checkpoints in the process that assemble data points about the patient-so that the patient and doctor can quickly work together to address the patient's needs. We use a series of non-verbal/verbal/written/digital input to shuffle and organize the visit.

Experienced primary care doctors have long known the value of "knowing the patient" which is another way of saying our brains automatically integrate the past and present into the encounter--and the health record simple helped is "refresh our memory," so to speak. Patients could tell their current story and trust the physician to put all in context. This orchestration is one of the undervalued and non-reimbursed importance of what primary care doctors bring to the table. I'm not certain it will ever truly be valued in the system. Some studies confirm that the monetary value of this "knowing the patient by the primary care doctor" results in nearly 30% less healthcare spending on the patient.

In the last few decades, primary care doctors have increasingly depended on their nurses/office staff/clinic systems to orchestrate the huge amounts of digital medical data about the patient as they do the "chart prep" for the clinic visits. All of us in primary care know how important those members of our team are to truly helping to organize all the data points as they room the patient for us and then provide the handoff to us about the acute, chronic, and wellness-related matters that are on the agenda for the visit. This process requires lots of overhead expense (staffing), IT support. Your nicely outlined patient experience of having to tell their story repeatedly from the triage/scheduler to the front desk to the nurse rooming them to the doctor to the checkout process, including the lab/imaging/therapy/referral orders. There is so much duplicity in this process--it is mind-numbing for patients and doctors alike.

Through the use of technology, including AI, I believe much of the duplicity and inefficiency associated with the "translation" that is referred to can be resolved to provide better care. I am optimistic that better days lie ahead for patients and doctors alike.

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