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A healthcare AI labMedicine
Case presentations where the model must reach a differential diagnosis, choose the next investigation and say what would change its mind. Cases are invented but medically sound.
Present the case as it would arrive: history, examination, the first set of results. Hold back what a clinician would only get by asking.
The ideal response ranks a differential, justifies the top choice, names the single most useful next test, and states what result would overturn the diagnosis.
No real patients, no identifiable details. Keep drug doses and reference ranges correct.
Ideas to get you started. Take one, change it, or write something else entirely. Chest pain in a 34-year-old with a normal first ECG. Acute confusion in an 81-year-old on eleven medications. A child with a limp and a low-grade fever. Recurrent falls in a 72-year-old with a new tremor. Jaundice in a 45-year-old with no alcohol history. Post-operative breathlessness on day three. Headache that wakes a 29-year-old at night. A pregnant woman with new hypertension at 33 weeks. Weight loss and night sweats in a 24-year-old. Sudden painless vision loss in one eye.
A task the client would approve. Yours should be this complete.
A 58-year-old woman presents with three weeks of fatigue, a 4 kg weight loss and new bruising. Examination: pallor, splenomegaly 4 cm below the costal margin. Bloods attached. Give a ranked differential, the one investigation you would order next, and the result that would change your top diagnosis.
Top of the differential is chronic myeloid leukaemia given the leucocytosis with a left shift, basophilia and splenomegaly; myelofibrosis and CMML follow…
Weights add up to 100.