The open library

Every protocol we build, published in full.

Free. Permanently. With the clinical reasoning that produced it, the sequencing and dosages, the markers we'll re-check — and the explicit criteria for what would tell us we were wrong.

Open Published the day the case airs. No paywall, ever.
Falsifiable Every protocol carries the conditions for its own refutation.
Why publish them

A protocol is a hypothesis, not a recipe.

When a clinician designs a protocol for a real patient, they are committing to a specific story about that patient's body — a story that predicts certain markers will move in certain directions over certain windows of time. If those predictions hold, the story was probably right. If they don't, the story was probably wrong.

Most medicine never closes that loop in public. Protocols disappear into private charts. The patient is told what to do; if it works, great; if it doesn't, the protocol is quietly changed and no one ever learns from it.

We publish ours. Including the ones that didn't work.


Example protocol

An iron-limited euthyroid sick pattern in a high-volume runner.

What every protocol on the show looks like, in full. (Representative archetype, not a specific real patient.)

The presenting case

Anonymized archetype

A 41-year-old endurance runner with three years of progressive, exercise-resistant fatigue. Normal sleep architecture on a previous in-lab study. Normal mood inventory. No notable change in diet. Training volume is high but steady — roughly 55–70 km per week, two interval sessions, one long run. Previous clinicians described the standard panel as "normal."

On the optimal-range read, the picture is different. Ferritin is low. Free T3 sits at the bottom of the lab reference range despite a TSH and free T4 that are technically within normal. Vitamin D is insufficient. The fasting glucose is unremarkable; the CGM trace, however, shows an unusual post-prandial pattern after the longest training day.

The clinical reasoning

Why we are choosing this protocol over its closest alternatives

The simplest story that fits these labs is iron-limited erythropoiesis (the body has enough red cells today, but not enough iron stores to make new ones tomorrow), occurring alongside a non-thyroidal low-T3 pattern — sometimes called "euthyroid sick syndrome" — in the setting of sustained training load.

The competing hypotheses we considered and demoted: primary hypothyroidism (TSH is not elevated; thyroid antibodies were negative), depression (mood inventory and history don't support it), and overtraining as a single cause (volume is high but stable, and recovery markers are otherwise reasonable). The CGM pattern is interesting but, for now, we treat it as a marker to re-check, not a target.

Confidence: moderate on the iron-limited piece (well-established mechanism, well-fitting markers), moderate on the low-T3 piece (mechanism well-described, individual variability is real), low on the CGM pattern (interesting but not yet actionable).

The intervention, sequenced

Order matters. We change one thing at a time, on a schedule, so we can tell what's actually working.

Weeks 1–4 — Foundation

  • Sleep window: consistent 22:30–06:30 anchor, ±30 min. No alcohol within four hours of sleep.
  • Training volume: reduce by ~25% for four weeks. Keep one quality session per week; remove the second.
  • Nutrition: add ~400 kcal/day, weighted toward carbohydrate around training. Daily protein target 1.6 g/kg.
  • Daylight: 15–20 minutes outdoor light within an hour of waking on at least five days per week.

Weeks 1–12 — Supplementation

  • Ferrous bisglycinate, 25 mg elemental iron, every other morning, taken with 250 mg vitamin C and away from coffee, tea, calcium, or grain-based meals by at least one hour.
  • Vitamin D3, 4,000 IU daily, with the main fat-containing meal. Co-administered with 100 mcg vitamin K2 (MK-7).
  • Magnesium glycinate, 300 mg, 60–90 minutes before sleep.

No proprietary blends. Each agent is chosen for a documented role and a documented marker we can re-check.

Prescriptions, this round

  • None. The thyroid picture is consistent with non-thyroidal illness in the setting of training load and energy availability; we do not prescribe thyroid hormone in this scenario until and unless the picture persists after the upstream causes have been addressed for at least 12 weeks.

What we are explicitly not doing

  • Not adding adaptogens, peptides, or "thyroid support" blends.
  • Not chasing the CGM pattern with a separate intervention this round. We will re-check it at month four; if it persists, it becomes the next protocol.
  • Not increasing training intensity until ferritin and free T3 have moved.

Expected response & timeframe

What we are predicting we will see, and when

  • Subjective energy: meaningful improvement by week 6, more decisive by week 10. Mornings improve before training.
  • Ferritin: rising at month 1 (target trend: +10–20 ng/mL), into mid-optimal range by month 4.
  • Free T3: moving into mid-range by month 4 as energy availability and training stress normalize.
  • 25-OH vitamin D: at or above 40 ng/mL by month 4.
  • CGM re-check: month 4. Re-evaluate whether the post-prandial pattern persists.

What would tell us this isn't working

The honest pre-commitment

The protocol is wrong if

  • Subjective energy has not begun to improve by week 8 despite adherence above ~80%.
  • Ferritin is not rising at month 1, or is rising but free T3 has not begun to move by month 4.
  • Resting heart rate is climbing, sleep quality is deteriorating, or new symptoms have emerged.
  • The CGM pattern has become worse rather than stable.

Any of these flips the working hypothesis. The next protocol is structured differently — typically by widening the workup (gut absorption, occult inflammation, an under-investigated training history) before adding any new intervention.

Markers we'll re-check

The follow-up panels are pre-committed before this protocol begins.

Month 1 CBC Ferritin · iron studies · RHR trend · subjective energy
Month 4 Full panel CMP · CBC · TSH/free T3/free T4 · 25-OH D · hs-CRP · CGM re-check
Month 12 Full panel As at month 4, plus an updated training load review

See this case on the tracker

Educational, not individual medical advice. Protocols published here describe what was decided on the show for one specific person, in conversation with a specific clinician, given a specific complete clinical picture. They are written so other clinicians can reason about the choices, and so patients can read along with their own doctor. They are not a recommendation for you. If something here is interesting to you, take it to your own clinician.

The library

Filling out, case by case.

Every Cases episode adds one full protocol here. Every follow-up updates it — with what changed, what held, and what the doctor would do differently knowing what we know now.

Protocol 01 Iron-limited euthyroid sick pattern in an endurance runner Published · M1 follow-up scheduled
Protocol 02 In editorial review Coming online
Protocol 03 Filming scheduled Coming online
Protocol 04 In intake Coming online
Protocol 05 In intake Coming online
Protocol 06 In intake Coming online

The library grows in step with the show. Subscribe below to be notified when a new protocol is published.

Letters from The Clinic

A note when a new protocol is published.

One short email per protocol. Sometimes a short essay on what the case taught us.