Part of VibeRounds — Socratic learning & Guided Discovery · Clinical Cognition Operating System Sibling course: Evidence-Based Medicine for Techies →
Clinical Cognition, From First Principles

Electives & Appendix Modules

Five modules from the VibeRounds set that don't fit neatly into the main 13-lesson sequence — useful, but thinner or more situational than the modules that anchor a full lesson, so they're gathered here rather than forced into the main pacing. Read any of them independently, in any order, once you've finished the lesson they're closest to.

Type Optional appendix — not required for course completion Pairs with Lessons 3, 6, 9, and 11 Source modules M9, M10, M19, M25, M7
VibeRounds This course is built in the spirit of VibeRounds — Socratic learning (AI that questions rather than answers) and Guided Discovery, part of the wider Clinical Cognition Operating System.

The course plan flagged these five modules as useful but out of step with the main sequence's pacing — some are more experimental, some apply only in specific practice settings, and none needed a full lesson's worth of worked examples and homework to be usable. They're gathered here as short, self-contained reads rather than dropped from the course entirely.

Module 9 — N-of-1 Research

Most of this course reasons from population-level evidence down to an individual patient. Module 9 runs the opposite direction: it structures a single patient as their own controlled experiment, alternating a treatment and a comparator (or placebo, where appropriate) over defined periods and tracking outcomes systematically, for the specific cases where population evidence genuinely doesn't exist or doesn't apply — a rare condition, an unusual presentation, or a patient who is themselves the only available data point.

#VibeRounds prompt — Module 9, N-of-1 design
Design a single-patient trial: define the outcome being measured, the alternating treatment periods, and the minimum number of cycles needed before a pattern can be distinguished from noise. State what would count as a null result before starting, not after.

Pairs naturally with Lesson 6 (Analytics at Scale) — it's the same statistical discipline, run in the opposite direction, on a sample size of one.

Module 10 — Journal Reading

A lighter-weight companion to Lesson 8's calibration work: a structured routine for reading a new paper quickly enough to fit into a normal week, without skipping the two or three questions that actually determine whether a paper's conclusion should change practice — who was studied, what was actually measured, and whether the effect size is clinically meaningful or merely statistically significant.

🩺 Clinical framing

This is the fifteen-minute version of appraisal, for the papers that cross your desk weekly — not a substitute for Lesson 8's deeper calibration work on a paper that's actually going to change what you do.

💻 Techie framing

This is a fast triage pass before a full code review — enough to catch an obviously flawed methodology without spending full review time on every paper that comes in.

Pairs naturally with Lesson 9 (Full Case, Start to Finish) and with the companion Evidence-Based Medicine for Techies course, which treats paper appraisal in more depth.

Module 19 — Community Medicine

Marked in the source directory as more situational than experimental — this module extends Lesson 6's population-level analytics to a specific practice setting: reasoning about a defined community's health needs rather than a registry or a research cohort. It's most directly useful for readers working in public health, primary care catchment planning, or community-level outreach, and less generally applicable than the core analytics modules Lesson 6 covers.

Pairs naturally with Lesson 6 (Analytics at Scale) and Lesson 11 (Healthcare Systems & Operations) for readers whose practice setting makes it directly relevant.

Module 25 — Thematic Analysis

A qualitative-research companion to the mostly quantitative reasoning elsewhere in this course: a structured method for coding and identifying recurring themes across a body of unstructured text — patient interviews, free-text survey responses, case narratives — without letting the analyst's prior assumptions dictate which themes get "found." Useful primarily for readers doing qualitative research or systematic case-review work, rather than for routine clinical reasoning.

#VibeRounds prompt — Module 25, blind first-pass coding
Code this set of patient narratives for recurring themes without first stating what themes you expect to find. Complete a full first pass before comparing your codes to any prior hypothesis about what the data would show.

Pairs naturally with Lesson 9 (Full Case, Start to Finish) for readers doing structured case-series review.

Module 7 — Longitudinal & Cross-Case Learning

Explicitly marked proposed; not yet validated live in the source directory — included here for completeness rather than as a settled technique. Its aim is to extend Module 56's cross-case pattern bank (Lessons 3 and 10) from a single reasoner's own cases into a shared, longitudinal record across many reasoners and many years, surfacing patterns that wouldn't be visible within any one clinician's individual experience. Treat this one as a direction worth watching rather than a finished technique to adopt.

Pairs conceptually with Module 56 (Lessons 3 and 10) as the long-horizon, multi-reasoner extension of the same pattern-bank idea.

These five modules are drawn from the VibeRounds Prompt Directory: Module 9 — N-of-1 Research, Module 10 — Journal Reading, Module 19 — Community Medicine, Module 25 — Thematic Analysis, and Module 7 — Longitudinal & Cross-Case Learning. They're kept intentionally short and are not sequenced with homework or a required worked example, in keeping with their appendix status in the course plan. Neither this page nor the main course is a clinical decision tool; see the VibeRounds disclosure statement for full terms.

Back to the main sequence These electives are optional and don't feed into any lesson's homework. See the course overview for the full 13-lesson sequence, or return to Lesson 13 — Clinical Wisdom & Mastery, the end of the main course.