General medicine

19 prompts that make you practise general medicine rather than read about it — rehearse it against someone who does not fold, get told what you actually did wrong, and carry it into a situation you did not learn it in. 29 careers need this one, and it is the part of the work no software does for you. Everything here is built on 4 named sources, and on the 3 places those sources disagree.

19blueprints
29careers need it
4named sources
3real disagreements
Open it in the interactive atlas →

The blueprints

Each one is a different way in — open it up, go deeper, then carry it somewhere new.

Open it up First contact — what the skill even is, and where you already do it.

Definition stress-test

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I'm preparing a 10‑minute faculty workshop defining 'general medicine' for nurse educators—distinct from…
referencea plain fact, asked directly
I'm preparing a 10‑minute faculty workshop defining 'general medicine' for nurse educators—distinct from 'medical specialty' or 'acute care nursing'. Using the SOAP and Systems‑based practice frameworks, craft a crisp definition I can argue from the bedside and the systems level, and list 3 concrete points where people commonly conflate general medicine with specialty care.
Grounded inSOAP (Subjective, Objective, Assessment, Plan)Systems‑based practice / patient‑centered medical home
Then sayTake my draft sentence (I will paste it) and edit it to be sharper for a skeptical hospitalist audience.
If it goes shallowIf the answers stay abstract, ask: 'Show me the exact sentence I'd say at the podium that uses SOAP and Systems‑based practice.'

Spectrum mapping

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Map mastery of 'general medicine' for postgraduate nursing instructors on a 1–5 scale. For each level, list 4…
conversationa longer back-and-forth, not a single answer
Map mastery of 'general medicine' for postgraduate nursing instructors on a 1–5 scale. For each level, list 4 observable behaviors across (a) SOAP note quality, (b) hypothesis generation/testing, (c) problem list ownership (POMR), and (d) systems‑based decisions. Make behaviors concrete enough to be used in annual faculty appraisal.
Grounded inSOAP (Subjective, Objective, Assessment, Plan)Hypothetico‑deductive reasoningProblem‑oriented medical record (POMR)Bayesian / probabilistic reasoning
Then sayConvert level 3 into a short faculty development checklist I can use in a 15‑minute coaching session.
If it goes shallowIf levels read like 'good/better/best', require quantifiers or examples ('documents differential with at least 3 hypotheses and planned discriminating tests').

First-principles reduction

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I'm preparing a short faculty seminar: 'Why does SOAP-based structured documentation improve diagnostic…
drillrehearse against a counterparty who does not let you win easily
I'm preparing a short faculty seminar: 'Why does SOAP-based structured documentation improve diagnostic accuracy?' Reduce this to first principles: identify the core cognitive/behavioral mechanisms (no fluff) that make SOAP effective, linking each mechanism to cognitive science or medical-education research (name the mechanism: e.g., 'chunking,' 'cognitive offloading'), and give one concrete classroom activity that harnesses that mechanism.
Grounded inSOAP (Subjective, Objective, Assessment, Plan)Hypothetico-deductive reasoningClinical reasoning pedagogy (structured clinical reasoning)
Then sayOne mechanism you listed — pick it and draft a 5-minute micro-lesson script (what I say, a 1-min student exercise, and a 30-sec debrief).
If it goes shallowIf mechanisms are generic, request citation-style reasoning (e.g., 'why chunking reduces intrinsic load in a clinical vignette').
Go deeper The real mechanics, including the parts that feel counter-intuitive.

Scenario simulation

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Roleplay a difficult simulation: I'm an instructor leading a small‑group bedside rounding session with a…
conversationa longer back-and-forth, not a single answer
Roleplay a difficult simulation: I'm an instructor leading a small‑group bedside rounding session with a confused 68‑year‑old admitted with dyspnea and AKI. You play a senior resident who insists we 'order the whole panel' and skip a focused history; critique my real‑time responses. Use POMR and Hypothetico‑deductive reasoning when you assess my decisions and tell me one tacit cue you would watch to judge my real skill.
Grounded inProblem‑oriented medical record (POMR)Hypothetico‑deductive reasoning
Then sayAfter your critique, give two alternative phrases I could have used during the encounter to steer the team toward focused data‑gathering.
If it goes shallowIf the roleplay softens, instruct: 'Be the resident as they actually are—defensive, impatient, and quota‑driven—don't give me easy compliance.'

Failure autopsy

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Walk me through a realistic failure where lack of clinical reasoning and systems‑level thinking in a teaching…
conversationa longer back-and-forth, not a single answer
Walk me through a realistic failure where lack of clinical reasoning and systems‑level thinking in a teaching unit caused a patient safety event (not a single procedure error). Start with the index admission, name 5 earliest warning signs I could have spotted as a nursing instructor, and map the chain to the final harm. Use SOAP and Systems‑based practice in the timeline.
Grounded inSOAP (Subjective, Objective, Assessment, Plan)Systems‑based practice / patient‑centered medical home
Then sayFor each of the five warning signs, give one corrective action I could have taken that week and the expected short‑term signal it would change.
If it goes shallowIf the story is generic, demand specific times, orders, or phrases that were missed ('what was omitted from the SOAP note?').

Context shift

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I teach general medicine to nursing students across three clinical sites: a busy urban hospital, a small…
drillrehearse against a counterparty who does not let you win easily
I teach general medicine to nursing students across three clinical sites: a busy urban hospital, a small rural clinic, and an asynchronous telehealth service. Using the POMR (problem-oriented medical record) approach, describe how you would teach one core skill—prioritizing the problem list—differently for each context. For each site, give a 3-step micro-lesson, one common pitfall tied to that setting, and one observable assessment task I can use on a 10-minute bedside/virtual evaluation.
Grounded inProblem-oriented medical record (POMR)Systems-based practice / patient-centered medical home
Then sayGive me a single 5-item checklist I can use across all three sites that still captures those contextual differences.
If it goes shallowIf suggestions are generic, ask for one specific patient vignette from each site and how problem prioritization changes.

Translation exercise

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I teach second-year nursing students clinical documentation. Below is a SOAP note one of my students wrote…
grounded studylearn the real rules, including where the experts disagree
I teach second-year nursing students clinical documentation. Below is a SOAP note one of my students wrote after a 72-year-old male with dyspnea and ankle edema: S: "Pt c/o SOB x2 days. Worse w/ exertion. Has HTN." O: "T 37.2, HR 98, BP 150/88, RR 22, SpO2 91% on RA, 2+ pitting edema bilateral ankles. Lungs: crackles bibasilar." A: "Heart failure vs COPD exacerbation." P: "Start O2 PRN, give albuterol, follow up w/ MD." Rewrite this SOAP so it demonstrates strong hypothetico-deductive reasoning and Bayesian/probabilistic prioritization for next tests/interventions (use numbers/likelihoods). Keep it concise as a teaching exemplar I can hand back to the student.
Grounded inHypothetico-deductive reasoningBayesian / probabilistic reasoningSOAP (Subjective, Objective, Assessment, Plan)
Then sayNow mark which phrases in the student's original note indicate weak reasoning and explain why each misleads clinical action (2–3 bullets).
If it goes shallowIf response stays vague, ask: 'Give numeric probability estimates and the specific cutoff values or results that would change your next action.'

Culture clash

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I lead a diverse cohort of nursing students from multiple countries. We teach SOAP and POMR, but I notice…
grounded studylearn the real rules, including where the experts disagree
I lead a diverse cohort of nursing students from multiple countries. We teach SOAP and POMR, but I notice culturally-driven differences in how students present uncertainty and seek help. Describe three concrete ways hypothetico-deductive reasoning and systems-based practice can be misunderstood across cultural communication styles (e.g., high-context vs low-context, power distance). For each, give a short classroom script (2–3 lines) showing the misunderstanding, then a clinician-teacher phrasing that resolves it while preserving accurate clinical reasoning.
Grounded inHypothetico-deductive reasoningProblem-oriented medical record (POMR)Systems-based practice / patient-centered medical home
Then sayFor one of your examples, roleplay the student voice being reluctant to state a hypothesis bluntly; respond as the instructor using the suggested phrasing until the student articulates a testable hypothesis.
If it goes shallowIf examples stay superficial, demand: 'Show the exact words a student might say and why that conceals the hypothesis or decision threshold.'

Counterfactual

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Pick a real-world failure in inpatient general medicine handoffs that led to harm (e.g., a missed sepsis…
grounded studylearn the real rules, including where the experts disagree
Pick a real-world failure in inpatient general medicine handoffs that led to harm (e.g., a missed sepsis diagnosis on transfer). Briefly state the failure, then argue precisely how rigorous use of POMR and systems-based practice could have prevented it. Identify the single decision point where those frameworks would have changed the outcome, and spell the exact artifact (phrasing in the POMR note or handoff script) that would trigger the needed action.
Grounded inProblem-oriented medical record (POMR)Systems-based practice / patient-centered medical homeTo Err Is Human / patient safety literature
Then sayNow convert that artifact into a 30–40 word handoff script I can test in simulation that includes a clear decision threshold.
If it goes shallowIf the assistant remains abstract, demand the exact decision point time (e.g., 'at 0600 med review') and the precise wording that should have been present.

Feedback rehearsal

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Last week I led morning rounds on a busy medical ward. A 67-year-old with COPD and new confusion had low…
referencea plain fact, asked directly
Last week I led morning rounds on a busy medical ward. A 67-year-old with COPD and new confusion had low oxygen saturations; I felt pressured to pick a working diagnosis quickly. Using the SOAP framework, coach me on how 'Subjective' and 'Assessment' should have shaped my spoken response to the team—what exact lines could I have said to model safer, more rigorous reasoning?
Grounded inSOAPHypothetico-deductive reasoningBayesian / probabilistic reasoning
Then sayI spoke quickly and the senior resident cut me off—show me two short rebuttals I could use to regain control and keep the SOAP structure.
If it goes shallowIf responses get theoretical, ask: 'Give me the exact sentence I'd say in rounds' to force scripting.

Junior-to-senior delta

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I'm coaching a new grad nurse who will present their first post-take patient at noon. Describe precisely what…
referencea plain fact, asked directly
I'm coaching a new grad nurse who will present their first post-take patient at noon. Describe precisely what a junior, a senior, and a nurse-manager presentation of the same undifferentiated adult with fever and hypotension should contain, using POMR and Hypothetico-deductive reasoning—what's added or omitted at each level and why?
Grounded inProblem-oriented medical record (POMR)Hypothetico-deductive reasoningSystems-based practice / patient-centered medical home
Then sayGive three sample 90-second aloud presentations (junior/senior/manager) for the same case, each labelled with which POMR problem number maps to each sentence.
If it goes shallowIf the reply lists competencies instead of giving templates, demand 'show me the words' and ask for timed (30s/90s/3min) samples.

Conflict pairing

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Simulate a disagreement between a hospitalist who prioritizes rapid empiric treatment (treat-first) and an…
conversationa longer back-and-forth, not a single answer
Simulate a disagreement between a hospitalist who prioritizes rapid empiric treatment (treat-first) and an internist who prioritizes diagnostic precision with targeted testing (test-first) for a febrile patient with possible sepsis. Use Hypothetico-deductive reasoning and Systems-based practice: give me a back-and-forth dialogue of 8–10 exchanges that ends with a workable compromise and the explicit rationale each side concedes.
Grounded inHypothetico-deductive reasoningSystems-based practice / patient-centered medical home
Then sayNow re-run the same disagreement but with the patient having prior multidrug-resistant organisms—what changes in each speaker's stance and final compromise?
If it goes shallowIf the dialogue becomes polite and noncommittal, force concrete clinical choices by asking: 'Name the antibiotic and the exact test and timing each proposes.'
Test it elsewhere Carry it into a situation it was not learned in.

Trade-off probe

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I'm a nursing instructor teaching general medicine to 2nd-year postsecondary students. Using the SOAP…
referencea plain fact, asked directly
I'm a nursing instructor teaching general medicine to 2nd-year postsecondary students. Using the SOAP framework, sketch a short in-class case where emphasizing exhaustive diagnostic testing (order every plausible test) was the chosen approach. Then contrast it with a hypothetico-deductive/Bayesian approach that limited tests. I need to teach the trade-off: when does 'too much testing' harm learners and patients? Be concrete: include patient age, vitals, 3 initial findings, 4 specific tests ordered in the exhaustive path, 2 targeted tests in the Bayesian path, and the likely downstream harms/benefits (time, cost, false positives, learning effects, anchoring).
Grounded inSOAPHypothetico-deductive reasoningBayesian / probabilistic reasoning
Then sayNow take the same patient but the learner insists on the exhaustive plan; roleplay a 3-line faculty pushback using Socratic questions grounded in Bayesian reasoning.
If it goes shallowIf answers stay high-level, demand the missing specifics: 'give me estimated pre-test probabilities and the false-positive rate that makes test X problematic here.'

Measurement challenge

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I'm hiring a new clinical instructor for a 45-minute simulation-based exam of nursing students' general…
conversationa longer back-and-forth, not a single answer
I'm hiring a new clinical instructor for a 45-minute simulation-based exam of nursing students' general medicine skills. I want to assess 'probabilistic diagnostic reasoning' without directly asking 'how would you reason?'. Design a 45-minute station: one detailed simulation stem (patient age, presentation, meds, three abnormal findings), two scripted student tasks, two hidden scoring anchors that reveal probabilistic reasoning (what to listen for in language, decisions that show updating), and a 5-criteria rubric with observable behaviors. Keep it executable with one actor and standard monitors.
Grounded inBayesian / probabilistic reasoningHypothetico-deductive reasoning
Then sayConvert the rubric into a 90-second rater briefing and one example of a borderline performer script the rater should flag.
If it goes shallowIf the station lacks hidden anchors, insist: 'point out exactly which student action corresponds to Bayesian updating and why.'

Self-diagnosis

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Assess my current level of clinical reasoning in general medicine. Ask me 10 questions, one at a time, to…
conversationa longer back-and-forth, not a single answer
Assess my current level of clinical reasoning in general medicine. Ask me 10 questions, one at a time, to probe my skills across SOAP note composition, hypothetico-deductive reasoning, Bayesian updating, and systems-based safety thinking. After each my short reply, ask the next question. After ten answers, give a candid readout: my level, strongest and weakest skill with evidence from my answers, and two concrete next steps to improve (one educational resource/actionable practice). Begin with question 1 now.
Grounded inSOAPHypothetico-deductive reasoningBayesian / probabilistic reasoningSystems-based practice / patient-centered medical home
Then sayAfter your readout, ask me to paste a recent SOAP note and give line-by-line edits to raise it to 'excellent' using POMR and Bayesian cues.
If it goes shallowIf the questions are superficial, demand one that forces a numeric pre-test probability estimate for a diagnosis.

Micro-habit design

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Give me one 5-minute daily practice to build clinical reasoning in general medicine for nursing instructors.…
drillrehearse against a counterparty who does not let you win easily
Give me one 5-minute daily practice to build clinical reasoning in general medicine for nursing instructors. State the exact activity, the minutes breakdown, one simple prompt or question to use each day, and the mechanism by which it trains SOAP, hypothetico-deductive reasoning, and Bayesian updating. Also include one metric I can track weekly to show improvement.
Grounded inSOAPHypothetico-deductive reasoningBayesian / probabilistic reasoning
Then sayNow adapt that 5-minute drill into a 7-day variation so learners avoid habituation; give one line changes per day.
If it goes shallowIf the practice is not time-boxed, reply: 'I asked 5 minutes — tighten it to exact seconds.'

Devil's advocate

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Argue that teaching Bayesian/probabilistic reasoning in a nursing postsecondary general medicine course is…
drillrehearse against a counterparty who does not let you win easily
Argue that teaching Bayesian/probabilistic reasoning in a nursing postsecondary general medicine course is overrated — be persuasive: name downsides, opportunity costs, cognitive load impacts, and situations where it harms care (2–3 strong points). Then rebut your own argument concisely and land on a practical compromise: when and how to teach probability so students gain benefit without the harms.
Grounded inBayesian / probabilistic reasoningClinical reasoning pedagogySystems-based practice (for trade-offs re: workflow)
Then sayGive a 15-minute lesson outline that implements your compromise (learning objectives, one active task, and an assessment item).
If it goes shallowIf critique is straw-mannish, push: 'Give one real clinical vignette where teaching Bayesian reasoning caused a worse outcome.'

Teaching test

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Design a 30-minute workshop for nurse educators to teach 'Bayesian / probabilistic reasoning' in general…
conversationa longer back-and-forth, not a single answer
Design a 30-minute workshop for nurse educators to teach 'Bayesian / probabilistic reasoning' in general medicine. Include a 10-minute micro-exercise (with script, learner roles, and data cards), one discussion question that forces a value trade-off, and a one-paragraph facilitator script tying the exercise to POMR and patient safety.
Grounded inBayesian / probabilistic reasoningProblem-oriented medical record (POMR)To Err Is Human / patient safety literature
Then sayConvert the 10-minute exercise into a 5-minute rapid-fire version for larger groups and list how to debrief in 3 minutes.
If it goes shallowIf materials are vague, insist: 'Paste the three data cards I will hand to learners with numbers/probabilities.'

Retrospective lens

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After any teaching session or ward meeting, give me five concrete reflection questions to evaluate how well I…
grounded studylearn the real rules, including where the experts disagree
After any teaching session or ward meeting, give me five concrete reflection questions to evaluate how well I applied 'clinical reasoning' (history/exam/hypothesis testing) and 'systems-based practice' to patient care; each question should have a 1-sentence indicator for a pass/fail signal.
Grounded inClinical Reasoning (history, exam, hypothesis testing)Systems-based practice / patient-centered medical homePOMR
Then sayFor the top two questions, give a short rubric (2–3 bullets) explaining what evidence in a chart or handover shows a pass.
If it goes shallowIf answers stay abstract, demand measurable signals (time stamps, documented orders, named consults).

The canon behind these

Where these came from — and where the experts disagree.

The Principles and Practice of Medicine — Sir William Osler (representative of classical clinical medicine)Harrison's Principles of Internal Medicine — Editors (widely accepted canonical textbook)Clinical Reasoning: The Art and Science of Making Clinical Decisions — Various contributors synthesised in major medical education literature (representative of clinical reasoning pedagogy)To Err Is Human / Patient Safety literature (synthesis) — Institute of Medicine (IOM) and subsequent patient-safety scholarship

Where they disagree

Breadth versus depth in physician training and practice

Where they disagree

Guideline-driven care versus individualized clinical judgment

Where they disagree

Role of diagnostic testing versus bedside assessment

What people get wrong

The confident version of the mistake.

That general medicine is only about knowing facts; sources emphasize the primacy of clinical reasoning and pattern recognition over rote recall.That generalists provide lower-quality care than specialists—canonical works argue generalists excel at holistic care, multimorbidity management, and care coordination.That general medicine is interchangeable with primary care family practice; while overlapping, general internal medicine has distinct hospital- and complexity-oriented emphases.
Soft-skill blueprints in the LLOS Work Atlas are built from the real books and named methods working professionals use — and deliberately from the places those experts contradict each other. Depth is not authority: use these to prepare for a hard conversation, never to replace the person you need to have it with.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.

The rest of the map

Same library, five ways in.