The Reading Should Come to You

A primary care physician would need roughly 29 hours in a weekday to keep up with the literature relevant to their patients. That is not a figure of speech. A 2004 analysis in the Journal of the Medical Library Association put the volume of potentially relevant primary care literature at over 7,000 articles a month, and the effort to evaluate it at around 3.6 full-time physicians. A 2022 simulation study arrived in the same impossible territory from the other direction: delivering all guideline-recommended care for a typical panel would take about 26.7 hours a day, before reading a single new paper.

There are 24 hours. Most are already spoken for.

So every clinician quietly runs the same triage: there is evidence out there that should change what I do, and I will almost certainly never see most of it.

Why the gap persists

It has very little to do with how much any individual clinician cares.

The record and the literature never meet. On one side are your notes, your problem lists, the diagnoses you documented across a week of patients. On the other are millions of articles, indexed by their own logic, sitting somewhere you have to go and retrieve them from. Both are about your patients. Neither knows the other exists.

Searching always loses to the next patient. The time to go looking is the time you do not have, and it competes with something more urgent every single time.

Deciding what to read is itself a cost. This one gets underrated. By the end of clinic, the part of you that makes good judgment calls is depleted. Asking it to also choose, from an undifferentiated ocean, which three papers are worth your evening is asking for the decision that never gets made.

What Journal Club does

It stops making you go and pull. It brings the reading to you.

Each week, Stream looks at the conditions you actually saw — the diagnoses you documented, and the ages of the people you were managing them in — and assembles a short reading list from the published literature. Titles, abstracts, and a link straight to the source. On Monday morning it is simply there.

You do not decide what to read. You do not decide when to look.

The relevance is structural, not promised. This is not a feed inferring your interests from what you click. It is derived from your own panel — the problems you are managing, or at least the ones you are documenting. If you saw a run of poorly controlled type 2 diabetes last week, that is what next week’s list is about.

What it is not

This matters more than the feature description, because the space next door to this one is full of products doing something quite different.

It is not clinical decision support. Decision support answers a question you have, about a patient in front of you, while you are with them. Journal Club asks you nothing, arrives after the fact, and never comments on an individual case. Stream has no clinical decision support: no search, no differential suggestions, no guidance on a particular patient. If that is what you need, tools built for it exist and are good, and many clinicians will sensibly use one alongside Stream.

It is not accredited. There is no CME credit. This is keeping up with your field, not documenting that you did.

It is not attached to a chart. Journal Club looks at the shape of your week in aggregate — the conditions, not the people. Nothing it surfaces is tied to a patient record.

It is deliberately small, for now. The current version reads your week and hands you a list. No commenting, no discussion, no feedback loop.

Why we think it matters beyond convenience

There is a long, well-documented lag between when evidence is established and when it reliably changes everyday practice. A good share of that lag is dissemination failure — the right finding never reaching the specific clinicians for whom it is most relevant.

If relevant evidence routinely lands with exactly the people managing exactly those conditions, practice patterns could shift a great deal faster than they do today. That is the version of this feature worth building toward: not a reading list, but evidence actually reaching the clinicians, and ultimately the patients, for whom it matters most.

We wrote about the reasoning at greater length in The Reading Should Come to You.