Charley890/adaptive-clinical-decision-dataset

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# Adaptive Clinical Decision Dataset ## Overview This dataset contains structured clinical scenarios for training AI models in healthcare reasoning and decision-making. ## Structure Each entry includes: - **input**: Patient symptoms or description - **output**: - possible_conditions - recommended_action - urgency - reasoning ## Example ```json { "input": "Patient reports fever, cough, and fatigue", "output": { "possible_conditions": ["Flu", "COVID-19"], "recommended_action": "Rest and testing", "urgency": "medium", "reasoning": "Typical viral symptoms" } }

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{"input": "Patient reports fever, cough, and fatigue", "output": {"possible_conditions": ["Flu", "COVID-19"], "recommended_action": "Rest, hydrate, and get tested", "urgency": "medium", "reasoning": "Common viral respiratory symptoms"}} {"input": "Patient has chest pain and shortness of breath", "output": {"possible_conditions": ["Heart attack", "Pulmonary embolism"], "recommended_action": "Seek immediate emergency care", "urgency": "emergency", "reasoning": "Life-threatening cardiovascular symptoms"}} {"input": "Patient reports headache and sensitivity to light", "output": {"possible_conditions": ["Migraine"], "recommended_action": "Rest in a dark room and take pain relief", "urgency": "low", "reasoning": "Classic migraine symptoms"}} {"input": "Patient has high fever and stiff neck", "output": {"possible_conditions": ["Meningitis"], "recommended_action": "Go to emergency room immediately", "urgency": "emergency", "reasoning": "Neurological red flags"}} {"input": "Patient reports frequent urination and increased thirst", "output": {"possible_conditions": ["Diabetes"], "recommended_action": "Check blood sugar levels", "urgency": "medium", "reasoning": "Typical metabolic symptoms"}} {"input": "Patient has sore throat and runny nose", "output": {"possible_conditions": ["Common cold"], "recommended_action": "Rest and stay hydrated", "urgency": "low", "reasoning": "Mild upper respiratory symptoms"}} {"input": "Patient reports abdominal pain in lower right side", "output": {"possible_conditions": ["Appendicitis"], "recommended_action": "Seek urgent medical evaluation", "urgency": "high", "reasoning": "Localized abdominal pain pattern"}} {"input": "Patient has sudden vision loss in one eye", "output": {"possible_conditions": ["Retinal detachment", "Stroke"], "recommended_action": "Seek emergency care immediately", "urgency": "emergency", "reasoning": "Acute neurological/visual emergency"}} {"input": "Patient reports joint pain and stiffness in morning", "output": {"possible_conditions": ["Rheumatoid arthritis"], "recommended_action": "Consult a specialist", "urgency": "medium", "reasoning": "Chronic inflammatory signs"}} {"input": "Patient has nausea, vomiting, and diarrhea", "output": {"possible_conditions": ["Food poisoning", "Gastroenteritis"], "recommended_action": "Hydrate and monitor symptoms", "urgency": "low", "reasoning": "Digestive tract infection symptoms"}}

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