4 months ago she started more neck pain, electric current like feeling in whole body, headache, body pain, nausea, vertigo, vomiting, fever (random) breathlessness and loss of sensation in little finger and ring finger and so she had even started taking baclofen twice a day. She was unable to stand/walk we had to admit her in hospital, and got suggestion for problem in spine, referred to another hospital for surgery, to cut bone, Then before surgery they said of low blood cells, and also next day, blood cells were low so surgery was cancelled and she was referred back till blood cells become normal, and same time also found ulcer due to infection in stomach. Then we took her to another hospital after 7 days and she was admitted to ICU and before admitting we also found that she had got bed sores on back. They did many test and gave her blood after 2 days and albumin. She became better, Then we took her home and she was still having tube in her mouth to give her food. We gave her food by tube for 5 days, and packet juice using same tube and feeding injection, a person used to come and do dressing for her bed sores which had improved, but on around 8th day she got diarrhoea, 4-5 times 1st day and it became fine after 3 days without giving any medicine for diarrhea. She was only on already prescribed medication. Her stool was water like, no blood and and blackish so we stopped giving her pomegranate juice.
Case link: https://classworkdecjan.blogspot.com/2016/12/60f-with-coma-e-coli-sepsis-and-upper.html
Take the case history above and return it broken into clearly defined history points, with each point tagged against every VibeRounds module prompt (by Module–Step number) that can plausibly be applied at that specific point in the case. For each tagged prompt, state why it applies there — what in that history point gives the prompt something concrete to work with, not just that the module exists in general.
Source case: Family/advocate-reported longitudinal history — neurological, haematological, infective, and nutritional course over ~4 months, including ICU admission and home tube-feeding.
How to read this file: The case is broken into sequential history points. Each point carries the original text unchanged, followed by a table of every prompt (by Module–Step number) that can plausibly be run at that point in the case, with a one-line reason tied to what is actually present in that point. A prompt is listed only where the history point gives it something concrete to work with — not just because the module exists. Some prompts (session-setup / contract-setting prompts) are listed once, at the first point where that mode of working would sensibly begin.
4 months ago she started more neck pain, electric current like feeling in whole body, headache, body pain, nausea, vertigo, vomiting, fever (random) breathlessness and loss of sensation in little finger and ring finger and so she had even started taking baclofen twice a day.
Why it applies here: This is the natural start of a case record — an advocate first describing the main symptom cluster that prompted documentation. Step 2.0 is designed to open exactly this kind of entry.
Applied output:
You are doing something important. The more clearly we record this, the better care your loved one can receive. Let’s start simply — what is the one symptom that worried you most and made you first think something was wrong? Was it the neck pain, the strange “electric current” feeling, or something else? We’ll add the rest one piece at a time.
Insight: Onboarding immediately surfaces a prioritisation signal — the advocate’s own ranking of “what worried us most” often differs from the symptom that turns out to be clinically most significant (here, likely the sensory loss in the little/ring fingers), so capturing it explicitly at intake is itself diagnostic data, not just rapport-building.
Why it applies here: A dense list of symptoms (neck pain, paraesthesia-like “electric current” sensation, headache, body pain, nausea, vertigo, vomiting, random fever, breathlessness, ulnar-distribution sensory loss) is exactly the narrative material this prompt is built to capture and structure into a symptom/classifier list.
Applied output:
| Symptom | Onset | Pattern | Classifier notes |
|---|---|---|---|
| Neck pain | 4 months ago | Worsening | Axial; site of mechanical or compressive concern |
| “Electric current” sensation, whole body | 4 months ago | New | Lhermitte’s-type phenomenon — suggests cervical cord/dorsal column involvement |
| Headache | 4 months ago | New | Non-specific; needs onset pattern, severity |
| Generalised body pain | 4 months ago | New | Non-specific |
| Nausea / vomiting | 4 months ago | New | Could be neurological (raised ICP, vertigo-driven) or systemic |
| Vertigo | 4 months ago | New | Needs to be distinguished from non-specific dizziness |
| Fever | 4 months ago | Random/intermittent | Suggests an infective or inflammatory process layered on the neuro picture |
| Breathlessness | 4 months ago | New | Needs cardiorespiratory work-up; could also reflect high cervical cord involvement if severe |
| Numbness, little + ring finger | 4 months ago | New | Ulnar nerve / C8 distribution — localising sign |
No problem — here are the details that will help us complete the picture: severity of neck pain (mild/moderate/severe), whether the electric-current feeling is triggered by neck movement, timing/pattern of the fever, and how breathless she gets (at rest or only on exertion).
Insight: Structuring the list this way makes the localising value of the two sensory complaints visible at a glance — “electric current… in whole body” plus ulnar-distribution numbness both point toward the cervical spinal cord specifically, while the rest of the list (fever, vomiting, vertigo, breathlessness) is genuinely non-localising and could belong to a separate, parallel process. The table makes that split obvious in a way the prose paragraph does not.
Why it applies here: This raw, ordinary-language symptom dump is the ideal input for compressing into semantic qualifiers before any diagnosis is attempted — exactly the compression step Module 17 trains.
Applied output:
Qualifier summary: Subacute-to-chronic (4-month), progressive, multifocal presentation with a localising neuro-axis component (cervical, sensory-predominant) superimposed on a non-localising systemic component (intermittent fever, vomiting, vertigo).
Insight: Naming it as two overlapping qualifier sets — “progressive focal neuro” + “non-specific systemic” — rather than forcing one single qualifier string is itself the key representation decision. A learner who compresses this into a single label too early (e.g. just “chronic neuro presentation”) silently discards the fever/vomiting cluster, which later turns out to matter once cytopenia and a gastric ulcer appear.
Why it applies here: The symptom cluster (electric-current sensation + neck pain + ulnar-distribution sensory loss) is a classic illness-script trigger for a cervical cord/root process, useful for script-based pattern recognition once enabling conditions are added.
Applied output:
Enabling conditions only: middle-aged-to-older adult, several months of worsening neck pain, no trauma mentioned. What script does this activate before any findings are given?
Likely first-pass script: degenerative cervical spine disease (spondylosis/disc disease) causing cord or root compression — common, age-associated, slowly progressive.
Now reveal findings: electric-current sensation through the body, ulnar-distribution numbness, plus random fevers, vomiting, vertigo, breathlessness.
Does this confirm, refine, or overturn the activated script? — Refines, but does not confirm. The Lhermitte’s-type sensation and ulnar numbness fit the cervical script well. The fever, vomiting, vertigo, and breathlessness do not fit a pure degenerative-spine script and should trigger consideration of an infective, inflammatory, or compressive-mass (rather than simple degenerative) process — e.g. epidural abscess, vertebral osteomyelitis/discitis, or a cord lesion with a systemic driver.
Insight: This is the single highest-value output at Point 1 — the script-mismatch is visible from enabling conditions and findings alone, months before the case record shows it being acted on (the eventual ulcer-related infection and ICU admission). A script-based reader who stops at “degenerative cervical spine” has prematurely closed; the systemic features were already present at onset.
Why it applies here: Several findings here plausibly belong to different problems — this is a good point to start reasoning about whether “random fever” changes the weight given to the neurological cluster, or whether they are two separate networks.
Applied output:
Finding 1 — neck pain + electric-current sensation: on its own, suggests cervical cord/root irritation. Finding 2 — fever (random): on its own, suggests an infective or inflammatory process. Does Finding 2 change the weight of Finding 1? Yes — a random fever co-occurring with a cervical cord-type sensory syndrome should raise, not lower, the weight given to an infective or inflammatory cause of the cord problem itself (e.g. discitis/epidural abscess, transverse myelitis) and lower the relative weight of a purely mechanical/degenerative explanation, which would not typically produce fever.
Insight: The network reframe converts “fever” from an isolated, easily-dismissed entry on a symptom list into a finding that actively reweights the leading neurological hypothesis — this is exactly the conditional-dependence reasoning that a simple checklist approach misses.
Why it applies here: If this case is to be used for active teaching/reasoning practice, this is the natural point to set the Socratic contract before working through the differential for the symptom cluster.
Applied output:
Confirmed — I’ll ask one question at a time and won’t reveal anything until you’ve made a genuine attempt. Here’s something interesting about this case before we start: the combination of an electric-shock sensation down the body and numbness in two specific fingers is the kind of pairing that, together, can localise a lesion to a single spinal level — most learners treat them as two separate complaints. First question: given neck pain, an electric-current sensation through the body, and numbness limited to the little and ring fingers, which spinal level would you localise this to, and why?
Insight: Framing the “interesting thing” around the localising power of the two sensory findings primes the learner to treat them as a pair rather than as two items on a long symptom list — which is exactly the move a slower, checklist-style read of this paragraph would not naturally make.
Why it applies here: Once a working diagnosis is formed from this cluster (e.g. “cervical disc disease”), this is where the adversarial stress-test would begin — attacking that diagnosis using exactly these case features.
Applied output:
Working diagnosis stated: cervical disc disease / spondylotic myelopathy. Three strongest arguments against this diagnosis being correct:
- Random fever is not explained. Cervical degenerative disease does not cause fever. This pattern is more consistent with an infective or inflammatory process (e.g. discitis, epidural abscess) than simple degeneration — possible anchoring bias on the spinal-pain complaint.
- Vomiting and vertigo are unexplained by a cervical-level lesion alone. These could reflect a separate vestibular/central process, or a high cervical/posterior fossa lesion broader than simple disc disease — possible premature closure around the first plausible mechanical explanation.
- Breathlessness is disproportionate to a degenerative cervical diagnosis unless cord compression is severe and high enough to threaten respiratory function — which would itself be a much more urgent and different diagnosis than routine disc disease, raising the question of whether the severity has been underestimated — possible representativeness bias (matching to the common “neck pain → disc disease” prototype while atypical features are present).
Insight: Running the attack at Point 1 — before any imaging or admission has happened — front-loads exactly the systemic red flags (fever, vomiting, breathlessness) that the real case later validates as significant, months before the actual referral pathway caught up to them.
Why it applies here: Baclofen (twice daily) is introduced here — the first medication in the record, and the natural point to begin structured medication capture.
Applied output:
| Drug | Dose | Frequency | Route | Indication (as understood) |
|---|---|---|---|---|
| Baclofen | [NOT RECORDED — confirm with advocate] | Twice daily | Oral | Presumed for neck pain / spasm-type symptoms |
Getting the medication record right is one of the most protective things you can do for your loved one. Could you tell me the exact dose written on the strip or prescription, so we record it precisely?
Insight: Baclofen is a muscle relaxant typically used for spasticity or spasm — its introduction here as the only treatment for a syndrome that (per the script-mismatch above) may be infective/inflammatory rather than purely mechanical is worth flagging early: symptomatic treatment without addressing a possible underlying infective driver is a gap the record should make visible from the first entry, not retrospectively.
Why it applies here: This is the first drug in what becomes a multi-medication course; starting the medication table here sets up later reconciliation once more drugs are added.
Applied output:
One thing that makes polypharmacy clinically interesting: most dangerous drug interactions aren’t discovered when a drug is started — they’re discovered weeks or months later when a second drug is added on top of the first, often by a different prescriber who doesn’t see the original list. Starting the table now, with just one drug, is what prevents that blind spot later. Generic name, dose, frequency, route, and what it’s treating, in your own words?
Row 1: Baclofen [dose pending] BD Oral “For the neck pain / nerve-type symptoms” — student’s own words, to be refined as understanding develops.
Insight: Opening the table with a single drug is intentionally low-stakes, but it establishes the discipline (every future drug gets the same six fields) that makes Point 4/5’s additions — transfusion, albumin, feeding-tube medications — reconcilable against baclofen later without having to reconstruct the early history from memory.
Why it applies here: If this case is being run through the full N-of-1 research protocol, Point 1 supplies the first diagnosis-related and intervention-related terms for the two clean term lists Stage 1 extracts.
Applied output:
List A (diagnosis-related terms): neck pain; Lhermitte’s-type (“electric current”) sensation; headache; generalised body pain; nausea; vertigo; vomiting; intermittent fever; breathlessness; sensory loss, little and ring finger (ulnar/C8 distribution) — all suspected/unconfirmed at this point, no diagnosis yet established. List B (intervention-related terms): Baclofen, twice daily — self/family-reported as prescribed; source and indication not yet confirmed.
Insight: Extraction-only discipline at this stage matters specifically because the list already contains two competing clusters (cervical/localising vs. systemic/non-localising) — collapsing them into a single synthesised diagnosis term here (e.g. writing “cervical radiculopathy” instead of listing the raw symptoms) would silently discard the systemic cluster before Stage 2 comparator search even begins.
Why it applies here: A new symptomatic presentation is the right place to begin eliciting social context that will later explain referral, transport, and caregiving decisions seen further down the case.
Applied output:
Before we move further, a few questions about circumstances: Who is the primary person caring for her day to day? Is there a household income or occupation that travel for hospital referral would affect? How far is the nearest hospital that could investigate a spinal problem properly, and is transport readily available?
(Modelled realistic answers, for illustration): “I’m her main carer, a family member. We’d need to take leave from work for hospital visits. The nearer hospital could only do basic tests; anything more needed travel to a bigger hospital.”
Insight: Eliciting this at Point 1 — before any referral has happened — establishes the baseline against which the later “referred to another hospital… after 7 days” delay (Point 4) can be properly understood as a transport/access-driven gap rather than a clinical decision, which matters for how that delay should be interpreted later in the record.
She was unable to stand/walk we had to admit her in hospital, and got suggestion for problem in spine, referred to another hospital for surgery, to cut bone,
Why it applies here: Sudden inability to stand/walk is a textbook red-flag deterioration in a patient already being monitored — this is precisely the kind of real-time symptom change Step 3.4 is built to scan and flag urgently.
Applied output:
ALERT — Sudden loss of ability to stand/walk in a patient with known progressive neck pain and cervical sensory symptoms. This combination is consistent with evolving spinal cord compression and is a medical emergency. Action right now: go to the nearest emergency department immediately — do not wait for a routine outpatient appointment. Tell the triage staff specifically: “sudden inability to walk, with several months of worsening neck pain and numbness in the hand.”
You did the right thing by flagging this — your vigilance matters.
Insight: The alert deliberately scripts the exact phrase to say at triage (“sudden inability to walk… worsening neck pain”) because a non-medical advocate describing this in their own words risks it being triaged as a general mobility or frailty complaint rather than a time-critical cord-compression presentation — the specific wording materially changes how fast it gets seen.
Why it applies here: “Unable to stand/walk” reported acutely is exactly the kind of compressed, urgent information RPD training uses — recognise the pattern, commit to one plan, and forward-simulate it.
Applied output:
Five seconds’ worth of information: “Patient with months of neck pain and arm numbness — now suddenly can’t stand or walk.” What does this remind you of, and what’s your first instinct? → Cord compression reaching a critical threshold — this is a “can’t walk” cord-compromise pattern, not a generic mobility complaint. Single plan: Admit immediately, keep flat/minimise neck movement, urgent spinal imaging, urgent surgical/neurosurgical referral. Forward-simulate: In the next few hours, if the plan is right, imaging should confirm a compressive lesion and a surgical opinion should follow quickly. First sign the plan is failing: any further neurological deterioration (e.g., new weakness in the other limb, loss of bladder/bowel control, breathing difficulty) before imaging/surgery happens — at that point, escalate immediately rather than waiting on the original referral timeline.
Insight: Naming the failure-detection point explicitly (new limb weakness, bladder/bowel involvement, breathing difficulty) at this stage gives the family and team something concrete to watch for during the referral-and-wait period that follows — exactly the gap that, in the real case, the next several days of inter-hospital transfer and a cancelled surgery created.
Why it applies here: If this deterioration were being relayed as a sudden overnight/on-call event, this is the structured “sudden deterioration” triage prompt that fits.
Applied output:
(1) Bedside checks/vitals that matter most right now: full neurological exam — power and sensation in all four limbs, bladder/bowel function, respiratory rate and effort (given the breathlessness already in the history), temperature. (2) Immediate interventions to consider: keep spine immobilised/neutral, urgent imaging request, analgesia as needed, urgent senior/neurosurgical review. (3) Escalation threshold: any new weakness in another limb, loss of bladder/bowel control, or respiratory compromise — escalate to a senior immediately, do not wait for the next scheduled round.
Insight: Running this as a structured triage — rather than a free-text description to a senior — makes the respiratory-effort check explicit, which connects directly back to the breathlessness already recorded at Point 1; without that link being made, breathlessness could be (and in many real handovers is) treated as an unrelated, lower-priority complaint.
Why it applies here: A spinal/bony surgical suggestion is offered for a presentation that began with diffuse, multi-system symptoms — this is a good point to test whether the “spinal surgical” script actually fits all the data or whether something doesn’t match.
Applied output:
Does this match a script you know well, or does something not fit? — Something doesn’t fully fit. A straightforward degenerative-disc-needing-surgery script does not, on its own, predict random fevers, vomiting, and breathlessness preceding the surgical decision by months. What specifically is inconsistent? The systemic features (fever, vomiting) suggest either (a) a second, separate process, or (b) that the “bone” pathology itself has an infective or destructive (rather than purely degenerative) basis — e.g. vertebral osteomyelitis or an abscess eroding bone, which can also need surgery “to cut bone,” but carries very different pre-operative requirements (infection control, possible deferral, different consent and risk discussion) than routine degenerative surgery.
Insight: This is the script-mismatch flag that, if acted on here, would directly anticipate Point 3’s discovery of low blood counts and a gastric ulcer “due to infection” — i.e., it predicts that something systemic/infective is in play before the surgery is even attempted, rather than only being recognised in hindsight once the operation has to be cancelled.
Why it applies here: A surgical referral for a spine problem, on top of systemic features that don’t obviously fit a purely structural diagnosis, is exactly the moment to adversarially generate competing diagnoses and check for a missed alternative before committing to surgery.
Applied output:
Adversarial differential, most dangerous first:
- Vertebral osteomyelitis / discitis with epidural abscess — supports: fever, progressive neuro decline, bony pathology needing surgery; against: no mention yet of raised inflammatory markers or imaging report; confirming test: spinal MRI with contrast + inflammatory markers/blood cultures.
- Metastatic or primary spinal malignancy with cord compression — supports: progressive course, bony involvement requiring surgery; against: no constitutional weight-loss history given; confirming test: MRI spine + further oncological work-up.
- Degenerative cervical spondylotic myelopathy (the working/default diagnosis) — supports: neck pain, sensory symptoms, surgical candidacy; against: does not explain fever or vomiting; confirming test: MRI plus the absence of infective/inflammatory markers. Zebra Test: transverse myelitis or an inflammatory/autoimmune myelopathy is a less common but important alternative — the electric-current sensation and rapid progression to inability to walk fit, and missing it for even one more day risks further, possibly irreversible, cord damage; distinguishing test within 24 hours would be MRI plus CSF analysis.
Insight: Ranking osteomyelitis/abscess as the most dangerous alternative — ahead of the default degenerative diagnosis — is the key adversarial move: it is the option whose presence would actively change pre-operative management (infection work-up, possible delay or different surgical approach) rather than simply being “another thing on the list,” which is exactly what later unfolds when the surgery is cancelled.
Why it applies here: Admission with a plan referred onward “for surgery, to cut bone” is the natural point to build a pre-admission/pre-op checklist — directly anticipating the cancelled surgery in Point 3.
Applied output:
(1) Immediate bedside monitoring/nursing orders: neuro observations (limb power/sensation) at set intervals, pressure-area care from admission (relevant given bed sores found later), strict fluid balance given vomiting. (2) Pre-anaesthesia clearances still missing: full blood count, inflammatory markers, group & save/crossmatch, renal/liver function, ECG if indicated by age/comorbidity. (3) Blood product banking requirements: group & save at minimum, given planned bone surgery; crossmatch if significant blood loss anticipated.
Insight: Listing “full blood count” explicitly in the pre-op clearance checklist at this point means the low blood-cell finding that cancels surgery in Point 3 would have been anticipated as a routine pre-op screen result, not a surprise late finding — the checklist format surfaces in advance exactly the test that ends up driving the next major decision in the case.
Why it applies here: Being referred to “another hospital for surgery” signals a resource/capability gap at the first hospital — a natural point to declare what was and wasn’t available locally and reason about the differential within that ceiling.
Applied output:
Resource ceiling as understood: first hospital could admit and form a working impression (“problem in spine”) but could not perform the definitive bony surgical procedure on-site — hence referral onward. Layer 1 (fully-resourced tertiary view, for orientation): full differential as above (degenerative, infective, malignant, inflammatory), with same-day MRI, inflammatory markers, and neurosurgical opinion all available immediately. Layer 2 (as it should actually be prioritised here): given that definitive imaging/surgical capability is only available at the second hospital, the single highest-priority action before transfer is whatever can be done locally to avoid worsening in transit — keeping the spine immobile, basic bloods (including a full blood count) drawn before transfer if possible, and clear documentation of the neurological state at the point of transfer, so deterioration during the transfer/referral gap can be objectively recognised.
Insight: Separating what’s achievable at the first hospital from what requires the second hospital reframes the referral itself as a managed transition with its own checklist (baseline bloods, documented neuro state) rather than a passive “wait and see” gap — directly relevant since, in the real case, it is precisely during this kind of gap (Point 3 onward) that the cytopenia and ulcer are subsequently discovered.
Why it applies here: At the point of admission and referral, this is a sensible checkpoint to audit what case-record fields are still missing before the case moves to a second institution.
Applied output:
Still to get: exact onset time of “unable to stand/walk” — this matters because it affects how urgently cord compression needs to be acted on. Still to get: vital signs at admission (temperature, heart rate, respiratory rate, blood pressure) — this matters because it would confirm or refute whether an infective process is already systemically active. Still to get: bladder/bowel function status — this matters because new involvement would make this a same-day surgical emergency rather than an urgent-but-bookable referral. Still to get: imaging report wording, not just “problem in spine” — this matters because the specific pathology described changes both urgency and the pre-op work-up needed.
You have already captured the core symptom timeline and the referral decision — that is a strong foundation.
Insight: Flagging “imaging report wording, not just problem in spine” as a specific gap matters because the family’s lay paraphrase (“problem in spine… to cut bone”) could be hiding a much more specific radiological diagnosis (e.g. abscess, collapse, malignancy) that materially changes everything that follows — the audit pushes the record toward the actual report rather than a secondhand summary of it.
Then before surgery they said of low blood cells, and also next day, blood cells were low so surgery was cancelled and she was referred back till blood cells become normal, and same time also found ulcer due to infection in stomach.
| Prompt | Why it applies here |
|---|---|
| 18.3 (Explaining Away — Competing Causes) | Two findings now compete to explain the clinical picture (low blood cells; a stomach ulcer “due to infection”). This is the precise scenario Step 18.3 trains: does the infective ulcer explain the low counts, or does confirming one cause reduce — without ruling out — consideration of the other (e.g. marrow suppression, malignancy, drug effect)? |
| 18.4 (Network Reasoning Under a Surprising Negative) | If surgery proceeding was the expected path and was instead halted by an unexpected lab finding, this is a good point to ask what else in the case network should now be reweighted because of the unexpected cytopenia. |
| 12.1 / 12.5 (Working Diagnosis Attack / Evidence Sufficiency Challenge) | A cancelled surgery on the basis of two low blood counts is a high-stakes pivot — adversarially testing whether “low blood cells” alone (vs. confirmed cause) is sufficient evidence to defer a planned spinal procedure is exactly Step 12.5’s A/B/C evidence-sufficiency framing. |
| 13.3 (Drug-Disease Conflict) | Baclofen and any other agents already on board should now be checked against the new finding of low blood counts and a gastric ulcer — whether any current medication could be contributing to either (e.g. marrow suppression, gastric irritation) is a direct drug-disease conflict question. |
| 13.6 (Prescribing Cascade Detection) | A stomach ulcer “due to infection” appearing alongside ongoing medication is the right point to check whether any prescribed drug could be producing or worsening a gastric problem that is then being treated as a new, separate diagnosis. |
| 14.5 (Referral Threshold & Transport-Reality Check) | “Referred back till blood cells become normal” is an explicit referral/timing decision — a natural point to reason through whether deferring surgery and sending the patient back was the safer course versus the risk of delay. |
| 9.1a (Stage 1 Completeness Check) | Two new diagnosis-relevant terms appear here (cytopenia/low blood cells; gastric ulcer, infective) — if running the N-of-1 protocol, this is where the Stage 1 term lists need a second pass to make sure both are captured, including the “ruled-out/deferred” surgical plan. |
| 5.8 (Data Anomaly Flagging) | “Low blood cells” reported on two consecutive days without a stated value is exactly the kind of vague or unquantified data point Step 5.8 is designed to flag for follow-up (what counts, what threshold, what trend). |
Then we took her to another hospital after 7 days and she was admitted to ICU and before admitting we also found that she had got bed sores on back.
| Prompt | Why it applies here |
|---|---|
| 3.4 (Critical Alert & Red-Flag Triage) | ICU admission itself is the clearest possible red-flag escalation point in this longitudinal record — this is where an active monitoring companion would have generated an ALERT block in real time. |
| 20.3 (Plan Rejection and Re-Recognition) | A second hospital and an ICU-level admission, 7 days after the first plan (surgery deferred for blood counts) was halted, is a clean example of needing to ask: does this new information (deterioration severe enough for ICU) require abandoning the original “spinal surgical” read of the situation entirely, or just adjusting the plan within the same read? |
| 19.5 (Health System and Access Barriers) | A 7-day gap before reaching definitive ICU-level care, with an inter-hospital transfer in between, is the natural point to examine whether distance, cost, or transport access shaped the timeline — and whether the “achievable” plan diverged from the “ideal” one during that week. |
| 14.5 (Referral Threshold & Transport-Reality Check) | The 7-day interval between being referred back and reaching the second hospital is exactly the kind of transport/referral-reality gap this prompt is built to interrogate — was the delay itself a risk, separate from the underlying diagnosis. |
| 18.5 (Build the Case Network) | By this point the case has several major findings (neuro symptoms, cytopenia, gastric ulcer, now bed sores and ICU-level illness) — this is a sensible point to build a simple network map of the 4–6 most clinically important findings and how they interact. |
| 13.4 (High-Risk Drug Class Spotlight) | ICU admission is the natural point to re-screen the medication list (baclofen and anything added) against the five high-risk classes, since ICU-level care often adds new drug classes (sedatives, anticoagulant prophylaxis) that interact with what is already on board. |
| 4.0 / 4.3 (Study Partner Context Load / Cross-System Complication & Polypharmacy Screen) | A multi-system ICU patient (neurological + haematological + gastrointestinal + now integumentary, with bed sores) is exactly the complex multi-system case this peer-level cross-system screening prompt is designed for. |
| 17.3 (Same Findings, Different Representation) | The case could honestly be represented as “subacute, multifocal, neuro-systemic with secondary haematological and integumentary complications” vs. “acute-on-chronic critical illness with pressure injury” — useful to test which representation better matches the actual unfolding timeline. |
They did many test and gave her blood after 2 days and albumin. She became better,
| Prompt | Why it applies here |
|---|---|
| 5.1 (Drug Interaction & Prescription Audit) | Blood transfusion and albumin infusion, added on top of existing medication (baclofen), is the right point to audit the combined regimen for interactions or timing concerns. |
| 13.1 / 13.2 (Build the Medication Table / Drug-Drug Interaction Hunt) | Two new interventions (packed cells, albumin) need to be added to the running medication/intervention table and screened against existing drugs as part of the ongoing reconciliation work. |
| 5.2 (Recent Interventions Recap) | “Many tests… gave her blood after 2 days and albumin… She became better” is a clean, bounded set of recent interventions with a stated outcome — ideal material for a recap of the 5 most recent interventions and what response was expected from each. |
| 18.1 (Sequential Finding Reweighting) | Improvement following transfusion and albumin is new information that should reweight earlier findings — does the response to blood/albumin make the earlier “low blood cells” and gastric ulcer more specifically explained (e.g. blood loss/anaemia from the ulcer) or does it leave the original cause still open? |
| 9.7 (N-of-1 Protocol — Stage 7: Convergence to Fixed Outputs) | “She became better” is a clinically meaningful symptom-response data point for the intervention–symptom correlation table the protocol’s fixed output package requires (transfusion/albumin → improvement, patient-reported/clinician-observed). |
| 15.2 (Full-Script Articulation) | This is a good point to ask for the full illness script (enabling conditions, fault, consequences) behind why low blood counts plus low albumin plus a bleeding/infective gastric source would predict exactly this transfusion-and-albumin response. |
Then we took her home and she was still having tube in her mouth to give her food. We gave her food by tube for 5 days, and packet juice using same tube and feeding injection, a person used to come and do dressing for her bed sores which had improved,
| Prompt | Why it applies here |
|---|---|
| 3.0 (Baseline Domain Snapshot) | Discharge home with ongoing tube feeding and wound care is exactly the moment to set a longitudinal monitoring baseline across lifestyle/physical status, mood/coping, medication adherence, and red-flag risk before home monitoring begins. |
| 3.1 (Lifestyle Monitoring) | Tube feeding, “packet juice,” and feeding via syringe/injection technique are dietary-intake and fluid-compliance details that fall directly under this prompt’s scope — analysing routine details for dietary intake, fluid compliance, and practical recommendations. |
| 2.2 (Clinical Examination Guidance) | Ongoing bed-sore dressing by a visiting carer is a hands-on observational task — this prompt’s plain-language guidance on what physical findings to observe and relay (wound appearance, healing, signs of infection) applies directly here. |
| 3.3 (Medication Monitoring & Adherence) | “Feeding injection” and continued baclofen at home should be tracked in a current-medication table as part of ongoing adherence monitoring once the patient transitions to home care. |
| 19.3 (Adherence and Non-Adherence Through a Social Lens) | A family managing tube feeding, packaged supplements, and a visiting dressing carer at home is a scenario where structural factors (carer availability, cost of supplies, household capacity) — not motivation — would explain any gaps in care, making this the right point to apply a social, non-blaming lens if any step is later missed. |
| 13.5 (Practical Safety — What the Patient Actually Experiences) | Tube feeding with multiple inputs (food, juice, “feeding injection,” plus baclofen) raises real practical-safety questions — timing relative to feeds, number of administrations per day, and what happens if a feed/dose is missed — exactly what this prompt probes. |
| 2.7 (Advocate Handover Brief) | A patient discharged home with an NG tube and an external wound-care provider is precisely the situation that benefits from a short, plain-language handover brief the family could read aloud to a new provider if anything changes. |
but on around 8th day she got diarrhoea, 4-5 times 1st day and it became fine after 3 days without giving any medicine for diarrhea. She was only on already prescribed medication.
| Prompt | Why it applies here |
|---|---|
| 3.4 (Critical Alert & Red-Flag Triage) | A new symptom (diarrhoea, 4–5 episodes on day 1) arising in a recently-discharged, tube-fed, recently-ICU patient is exactly the kind of real-time symptom change this prompt is designed to triage for red-flag features (dehydration risk in particular). |
| 18.2 (Causal vs. Correlational Discrimination) | Diarrhoea here could be causally linked to the feeding regimen (osmotic/intolerance to packet juice or feed rate) or merely co-occurring (e.g. self-limiting viral/infective cause unrelated to feeding) — this is the direct causal-vs-correlational discrimination drill. |
| 13.6 (Prescribing Cascade Detection) | “She was only on already prescribed medication” is the advocate’s own statement ruling out a new drug cause — but this is still the right point to check whether any already-prescribed medication (or the feed/juice itself) could be producing this as a known effect, rather than treating it as an unrelated new illness. |
| 5.8 (Data Anomaly Flagging) | A self-resolving diarrhoeal episode lasting 3 days, with no medication given, in a patient with a recent stomach ulcer and ongoing tube feeding, is a good candidate to scan for anomalies or undocumented detail (was a stool sample sent, was a temperature recorded) before assuming it is benign. |
| 19.2 (Social Determinant to Clinical Pathway) | If feed preparation, water source, or hygiene during home tube feeding played any role, this is the point to trace a social/practical pathway (e.g. feed hygiene, supply storage) to the clinical event, rather than assuming a purely biological cause. |
| 15.4 (Atypical Presentation — Script Mismatch Recognition) | A self-resolving, non-bloody, watery diarrhoea with no treatment needed is a relatively reassuring pattern — useful to explicitly test whether it fits a benign/self-limiting script or whether something (recent ICU stay, recent antibiotics if any were given, immunosuppression from critical illness) makes it atypical enough to warrant a different script. |
Her stool was water like, no blood and and blackish so we stopped giving her pomegranate juice.
| Prompt | Why it applies here |
|---|---|
| 18.4 (Network Reasoning Under a Surprising Negative) | “No blood” is a reassuring negative finding in the context of a recent gastric ulcer — this is precisely the prompt that trains asking whether this negative effectively lowers concern for active GI bleeding, or whether it is not specific enough to fully exclude it, and what else in the network should be reweighted as a result. |
| 18.2 (Causal vs. Correlational Discrimination) | The black stool colour is correctly attributed by the family to pomegranate juice rather than melaena — this is a direct, well-resolved example of distinguishing a causal GI-bleed explanation from a simple dietary/correlational one, useful to discuss explicitly as a discrimination exercise. |
| 17.1 (Raw Case to Qualifier Summary) | “Water-like, no blood, blackish stool, resolving over 3 days without treatment” is exactly the kind of raw descriptive detail that should be compressed into qualifiers (e.g. “self-limiting, non-haemorrhagic, dietary-explained”) before any further diagnostic reasoning is layered on. |
| 11.1 / 11.6 (Patient’s Inner Question List / Lifestyle, Diet & Daily Living Questions) | A family independently noticing and correcting a dietary cause of stool discolouration is a strong example of patient/advocate-level health literacy in action — a good point to surface what further diet-and-daily-living questions the family might still have about tube feeding and bowel changes going forward. |
| 2.1 (Symptom & Classifier Capture) | The stool description and the resulting dietary change are new classifier-level detail that should be added to the structured case record as the diarrhoeal episode is closed out. |
These prompts apply to the case as a complete unit rather than to a single point above, and would naturally be run once the full history (Points 1–8) has been documented.
| Prompt | Why it applies here |
|---|---|
| 9.1 → 9.7 (N-of-1 Protocol, full sequence) | This is a genuinely complex, multi-system, multi-institution n-of-1 case (neurological onset → spinal surgical referral → cytopenia → gastric ulcer → ICU → transfusion/albumin → home tube feeding → self-limited diarrhoea) — exactly the kind of case the seven-stage protocol exists to structure end-to-end, from term extraction through to a severity/priority rating, condensed timeline, and intervention–symptom correlation table. |
| 2.4 / 2.6 (SOAP Note Generation / Case Record Sign-Off Checklist) | Once the full narrative above is captured, this is the point to generate a plain-language SOAP note and a closing sign-off summary (working impression, current medications, outstanding investigations, next review trigger) for the family’s records. |
| 2.5 (Data Completeness Audit) | Across the whole case there are several unquantified or missing data points (actual blood count values, ulcer biopsy/culture result if any, ICU day count, current feed volumes) — a full completeness audit is appropriate once the narrative is assembled. |
| 18.5 (Build the Case Network) | With 4 months of interlocking findings now available, this is the point to build the full case network — neuro symptoms, cytopenia, gastric ulcer, ICU course, bed sores, transfusion response, and the diarrhoeal episode — and identify the single most load-bearing finding. |
| 12.0–12.8 (Devil’s Advocate, full sequence) | Once a working diagnosis for the original spinal/neurological presentation is stated, the complete case (including the alternative explanations raised by the cytopenia and gastric ulcer) is rich enough to support a full adversarial stress-test culminating in a Diagnostic Confidence Score and an unresolved-vulnerability list. |
| 1.7 / 1.10 (End-of-Case Teaching Summary / Critical Awareness Debrief) | If this case is being used for teaching, the full narrative supports a closing summary of reasoning strengths, clinical pearls, and a critical-awareness debrief (biases, generalisability risk, unresolved uncertainty) across the whole course. |
| 19.8 (Case-to-Community Closing Synthesis) | The inter-hospital delays, referral pattern, and home-based caregiving load across this case support a closing synthesis of which social/system factor most changed management, and what it suggests at a community level. |
| 13.7 / 13.8 (Socratic Integration Round / Personal Learning Summary) | With baclofen, transfusion, albumin, and tube-feed additives all now on the record across months, a full cross-finding medication reasoning round and a student-authored learning summary are appropriate closing steps. |