Lung-Cancer-Risk-Diagnosis-Assistant / data /intent_classification_eval_data.csv
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input_text,expected_intent
"Chest tightness when lying down, productive cough with blood-tinged sputum, ex-smoker quit 10 years ago",PATIENT_EVIDENCE_QUERY
"Patient reports chest pain, what makes that concerning here?",FOLLOW_UP_EXPLANATION
Can you provide the reference?,SOURCE_REQUEST
"Patient reports persistent cough for 3 weeks, weight loss of 10kg, and has a 30-year smoking history",PATIENT_EVIDENCE_QUERY
"He has chest pain on exertion, haemoptysis noted, former smoker",PATIENT_EVIDENCE_QUERY
"Presenting with shortness of breath, night sweats, fatigue lasting 2 months, family hx of lung cancer",PATIENT_EVIDENCE_QUERY
"Chronic cough, fever intermittently, patient mentions exposure to asbestos at previous workplace",PATIENT_EVIDENCE_QUERY
"She has persistent hoarseness, difficulty swallowing, smokes 15 cigarettes daily",PATIENT_EVIDENCE_QUERY
"Patient complains of lower back pain radiating to legs, unexplained weight loss, history of COPD",PATIENT_EVIDENCE_QUERY
"He has recurrent respiratory infections, breathlessness at rest, worked in construction for 20 years",PATIENT_EVIDENCE_QUERY
"Reports coughing up blood recently, has been feverish, also mentioned family history of lung cancer",PATIENT_EVIDENCE_QUERY
"Chest tightness when lying down, productive cough with blood-tinged sputum, ex-smoker quit 10 years ago",PATIENT_EVIDENCE_QUERY
"Patient has new onset dyspnoea, unintentional 15lb weight loss, heavy smoker 2 packs/day",PATIENT_EVIDENCE_QUERY
"Persistent wheeze not responding to inhalers, fatigue, mother had lung cancer",PATIENT_EVIDENCE_QUERY
"Night sweats for 6 weeks, persistent cough worse at night, second-hand smoke exposure since childhood",PATIENT_EVIDENCE_QUERY
"Patient reports hoarse voice lasting 8 weeks, difficulty breathing, diabetic with poor glycaemic control",PATIENT_EVIDENCE_QUERY
"Recurrent pneumonia, cachexia noted on exam, patient smoked 1 pack daily for 35 years",PATIENT_EVIDENCE_QUERY
"Bone pain in ribs and spine, dry cough persisting 2 months, works in shipyard welding",PATIENT_EVIDENCE_QUERY
"Presenting with facial swelling, distended neck veins, persistent cough, heavy alcohol use",PATIENT_EVIDENCE_QUERY
"Chronic productive cough with rust-coloured sputum, fever low-grade, radon exposure in basement home",PATIENT_EVIDENCE_QUERY
"Patient mentions clubbing of fingers noticed recently, weight loss 8kg over 4 months, vapes regularly",PATIENT_EVIDENCE_QUERY
"Chronic breathlessness getting worse, bloody sputum observed twice this week, smoked for 25 years",PATIENT_EVIDENCE_QUERY
"Patient mentions hoarse voice that won't resolve, difficulty catching breath, works with industrial chemicals",PATIENT_EVIDENCE_QUERY
"Recurring chest infections over past 4 months, night sweats, previous tuberculosis infection 15 years ago",PATIENT_EVIDENCE_QUERY
"Patient complains of wheezing continuously, loss of appetite, exposed to coal dust in mining job",PATIENT_EVIDENCE_QUERY
"Shortness of breath even at rest, fingernails look clubbed, radon levels high in home tested last year",PATIENT_EVIDENCE_QUERY
"Persistent cough that wakes them at night, significant weight reduction, worked in auto body shop with paint fumes",PATIENT_EVIDENCE_QUERY
"Patient has chronic cough, clubbing of fingers, radon exposure confirmed in home",PATIENT_EVIDENCE_QUERY
Why is this considered high risk?,FOLLOW_UP_EXPLANATION
Explain the risk score,FOLLOW_UP_EXPLANATION
How does smoking increase cancer risk?,FOLLOW_UP_EXPLANATION
What makes this patient high risk for lung cancer?,FOLLOW_UP_EXPLANATION
Can you explain why the score is so high?,FOLLOW_UP_EXPLANATION
What's the reasoning behind this risk assessment?,FOLLOW_UP_EXPLANATION
what is jaundice,FOLLOW_UP_EXPLANATION
Can you break down the risk factors for me?,FOLLOW_UP_EXPLANATION
Why would asbestos exposure increase their risk so much?,FOLLOW_UP_EXPLANATION
Explain why family history matters here,FOLLOW_UP_EXPLANATION
what is consolidation,FOLLOW_UP_EXPLANATION
Can you clarify why this is considered moderate risk instead of high risk?,FOLLOW_UP_EXPLANATION
Why are these symptoms concerning?,FOLLOW_UP_EXPLANATION
Could you explain the relationship between COPD and lung cancer risk in this case?,FOLLOW_UP_EXPLANATION
What's the clinical significance of haemoptysis here?,FOLLOW_UP_EXPLANATION
How much does their smoking history contribute to the overall risk?,FOLLOW_UP_EXPLANATION
Why does occupational exposure matter even if it was decades ago?,FOLLOW_UP_EXPLANATION
What makes this combination of symptoms particularly worrying?,FOLLOW_UP_EXPLANATION
Can you explain what makes haemoptysis so concerning?,FOLLOW_UP_EXPLANATION
How does family history play into this?,FOLLOW_UP_EXPLANATION
explain what pleural effusion is,FOLLOW_UP_EXPLANATION
What makes these symptoms particularly worrying?,FOLLOW_UP_EXPLANATION
How does quitting smoking affect their risk?,FOLLOW_UP_EXPLANATION
what is hemoptysis?,FOLLOW_UP_EXPLANATION
Why would weight loss increase suspicion for cancer?,FOLLOW_UP_EXPLANATION
What guideline supports this?,SOURCE_REQUEST
Show me the source,SOURCE_REQUEST
Can you provide the reference?,SOURCE_REQUEST
Where is this information from?,SOURCE_REQUEST
What's the citation for this?,SOURCE_REQUEST
source?,SOURCE_REQUEST
Which guideline are you using?,SOURCE_REQUEST
Can you cite your source?,SOURCE_REQUEST
What evidence supports this assessment?,SOURCE_REQUEST
Where did this come from?,SOURCE_REQUEST
Reference please,SOURCE_REQUEST
What study is this based on?,SOURCE_REQUEST
Can you provide the citation?,SOURCE_REQUEST
Which guidelines support this risk assessment?,SOURCE_REQUEST
what's the source,SOURCE_REQUEST
Show me the reference for this,SOURCE_REQUEST
What research backs this up?,SOURCE_REQUEST
Can you give me the source for this information?,SOURCE_REQUEST
Which clinical guidelines are you referencing?,SOURCE_REQUEST
What's the evidence base for this?,SOURCE_REQUEST
cite source,SOURCE_REQUEST
Where can I find the original guideline?,SOURCE_REQUEST
What publication is this from?,SOURCE_REQUEST
Can you tell me what source you used for this risk calculation?,SOURCE_REQUEST
Which medical literature supports this?,SOURCE_REQUEST
Hello,HELP_OR_OTHER
How do I use this system?,HELP_OR_OTHER
What can this tool do?,HELP_OR_OTHER
Can I upload an X-ray image?,HELP_OR_OTHER
How do I create a new patient profile?,HELP_OR_OTHER
help,HELP_OR_OTHER
What types of inputs does this accept?,HELP_OR_OTHER
Can this system diagnose lung cancer?,HELP_OR_OTHER
How do I select an existing patient?,HELP_OR_OTHER
What's the weather today?,HELP_OR_OTHER
Does this tool work for other cancers?,HELP_OR_OTHER
How do I upload an image file?,HELP_OR_OTHER
Can you tell me a joke?,HELP_OR_OTHER
What file formats are supported for X-rays?,HELP_OR_OTHER
how to use,HELP_OR_OTHER
Is this only for lung cancer?,HELP_OR_OTHER
How do I input patient information?,HELP_OR_OTHER
What's for lunch?,HELP_OR_OTHER
Can I use this for breast cancer screening?,HELP_OR_OTHER
How do I switch between patients?,HELP_OR_OTHER
Does this give a definitive diagnosis?,HELP_OR_OTHER
What are the main features of this system?,HELP_OR_OTHER
Can I type in symptoms or do I need to upload images?,HELP_OR_OTHER
Random question,HELP_OR_OTHER
How do I get started with using this tool for the first time?,HELP_OR_OTHER