Emily Novak

Attempt review · why, not just what

Emily Novak · Acute Dyspnea After Arthroplasty

PGY-1 Internal Medicine · Resident

Emily reached a diagnosis but missed safety-critical signal — the errors below trace back to unpinned red flags and context.

Why these went wrong

Each error traced back to the pin decisions that caused it

Safety

Omitted Acute coronary syndrome — a can't-miss diagnosis

BecauseNever pinned “Heart Rate” and “Respiratory Rate”, so nothing prompted the dangerous-alternative sweep for this presentation.

Heart Rate· Safety red flagRespiratory Rate· Safety red flag

Treat Acute coronary syndrome as a must-exclude for this presentation — pin the context that makes it possible, then rule it in or out explicitly.

Safety

Omitted Aortic dissection — a can't-miss diagnosis

BecauseNever pinned “Heart Rate” and “Respiratory Rate”, so nothing prompted the dangerous-alternative sweep for this presentation.

Heart Rate· Safety red flagRespiratory Rate· Safety red flag

Treat Aortic dissection as a must-exclude for this presentation — pin the context that makes it possible, then rule it in or out explicitly.

Safety

Advanced to the workup with red flags unflagged

BecauseDid not pin “Heart Rate” and “Respiratory Rate” as safety red flags before ordering, so stabilisation was not prioritised over diagnosis.

Heart Rate· Safety red flagRespiratory Rate· Safety red flag

Flag the red flags first and stabilise before pursuing the diagnostic workup.

Diagnosis

Ranked Community-acquired pneumonia above Pulmonary embolism

BecausePinned the distractor “Temperature” as if it were diagnostic, and never pinned “Pleuritic chest pain” and “Clear chest on auscultation” — so the pre-test probability for Pulmonary embolism stayed low and a mimic outranked it.

Temperature· DistractorPleuritic chest pain· Diagnostic clueClear chest on auscultation· Diagnostic clue

Pin the discriminating findings before committing the differential — they raise the pre-test probability that puts Pulmonary embolism on top.

Pin decisions vs. what mattered

The evidence behind the causal read

Pinned signalMissed signalFixated on distractor

Diagnostic clue

  • Pleuritic chest painMissed
  • Acute dyspneaPinned
  • Unilateral calf swellingPinned
  • Tachycardic, regular, no murmurPinned
  • Clear chest on auscultationMissed
  • Swollen, tender right calfPinned
  • D-dimerPinned
  • CT pulmonary angiography (CTPA)Pinned

Safety red flag

  • Heart RateMissed
  • Respiratory RateMissed
  • Oxygen SaturationMissed
  • Tachypnoeic and anxiousMissed
  • 12-lead ECG and continuous telemetry with repeat saturationsPinned

Context factor

  • Systolic Blood PressurePinned

Management modifier

  • Baseline CBC, creatinine and coagulation panelPinned
  • Platelet CountPinned
  • CreatininePinned

Distractor

  • TemperatureFixated
  • HemoglobinCorrectly ignored

Differential outcome

Submitted vs. expected ranking

DiagnosisExpectedLearnerOutcome
Pulmonary embolismWorking diagnosis#1#2Misranked
Acute coronary syndromeCan't-miss#2Omitted
Aortic dissectionCan't-miss#4Omitted
Community-acquired pneumoniaReasonable alternative#3#1Misranked
Spontaneous pneumothoraxReasonable alternative#5#5Correct

Pin recall, by intent

  • Diagnostic clue
    6/8
  • Safety red flag
    1/5
  • Context factor
    1/1
  • Management modifier
    3/3
  • Distractor
    1/2pinned