data/system_testing.csv

test_id,patient_action,name,dob,sex,pid,image_path,query_1,intent_choice_1,vague_choice1,query_2,intent_choice_2,vague_choice_2,query_3,intent_choice_3,vague_choice_3,query_4,intent_choice_4,vague_choice_4,expected_risk_level,expected_symptoms,expected_risk_factors,expected_imaging
1,create,John Doe,1980-02-01,M,,none,Patient has been coughing and has shortness of breath,,2,patient complains of persistent fatigue and experienced loss of appetite,,,Why is coughing linked to lung cancer?,,,Give sources,,,6,"worsening or changing cough, shortness of breath, persistent fatigue, loss of appetite",,
2,create,Lisa Park,1978-05-20,F,,none,Patient reports recurrent chest infections and shortness of breath,,,Patient has history of secondhand smoke exposure and presents with wheezing,,,Is wheezing always linked to lung cancer?,,,Can you provide sources for this assessment?,,,8,"recurrent chest infections, shortness of breath, wheezing",secondhand smoke,
3,create,Mary Jane,1965-09-14,F,,none,Patient has been coughing and wheezing,,1,patient has a 30 year smoking history,,,patient lives near a heavily polluted industrial area,,,what is wheezing?,,,9,"persistent cough, wheezing","tobacco smoking, air pollution",
4,create,David Kim,1955-03-08,M,,none,Patient presents with persistent fatigue and unexplained weight loss,,,patient also reports loss of appetite and weakness of arm or leg,,,Can fatigue alone indicate lung cancer?,,,GIve sources for this,,,6,"persistent fatigue, unexplained weight loss, loss of appetite, weakness of arm or leg",,
5,create,Charlie Brown,1972-11-30,M,,none,Patient reports recurrent chest infections,,,patient also has chronic exposure to asbestos at work,,,patient has a history of copd and recently developed shortness of breath,,,what is abestos?,,,7,"recurrent chest infections, shortness of breath","asbestos, pre-existing lung diseases",
6,create,Sarah Lim,1983-07-22,F,,none,Patient is coughing up blood and reports chest pain when breathing,,3,patient also presents with wheezing and a hoarse voice,,,Is coughing up blood always a sign of lung cancer?,,,Can you provide sources for this assessment?,,,7,"coughing up blood (haemoptysis), chest pain when breathing or coughing, wheezing, hoarse voice",,
7,create,Robert Tan,1960-04-15,M,,none,Patient has a family history of lung cancer and history of radon gas exposure,,,patient also reports persistent fatigue and unexplained weight loss,,,Can radon gas exposure alone cause lung cancer?,,,Give sources,,,6,"persistent fatigue, unexplained weight loss","radon gas exposure, family history of lung cancer",
8,create,Helen Marsh,1970-12-03,F,,none,Patient reports difficulty swallowing and a hoarse voice,,,patient also presents with unexplained weight loss and loss of appetite,,,Is difficulty swallowing linked to lung cancer?,,,Can you provide sources for this assessment?,,,6,"difficulty swallowing (dysphagia), hoarse voice, unexplained weight loss, loss of appetite",,
9,create,Ahmed Hassan,1958-09-27,M,,none,Patient has a history of asbestos and carcinogenic chemicals exposure at work,,,patient also reports persistent fatigue and unexplained weight loss,,,What carcinogenic chemicals are linked to lung cancer?,,,Give sources,,,7,"persistent fatigue, unexplained weight loss","asbestos, carcinogenic chemicals",
10,create,Grace Yeo,1975-02-18,F,,none,Patient presents with finger clubbing and shortness of breath,,,patient also reports persistent shoulder pain and bone pain,,,What is finger clubbing and why is it concerning?,,,Can you provide sources for this assessment?,,,8,"finger clubbing, shortness of breath, persistent shoulder pain, bone pain",,
11,create,Tom Nguyen,1968-03-11,M,,none,Patient reports swelling of the face and neck and persistent headaches,,,patient also experiences dizziness when standing and blurred vision,,,Can swelling of the face be linked to lung cancer?,,,Give sources,,,6,"swelling of face or neck, headaches, dizziness when standing, blurred vision",,
12,create,Priya Sharma,1972-08-29,F,,none,Patient has a worsening cough and reports persistent fatigue,,2,patient also presents with shortness of breath and loss of appetite,,,What causes a worsening cough in lung cancer patients?,,,Can you provide sources for this assessment?,,,6,"worsening or changing cough, shortness of breath, persistent fatigue, loss of appetite",,
13,create,James O'Brien,1963-01-17,M,,none,Patient reports recurrent chest infections and wheezing,,,patient also presents with shortness of breath and persistent fatigue,,,Are recurrent chest infections a red flag for lung cancer?,,,Give sources,,,6,"recurrent chest infections, shortness of breath, wheezing, persistent fatigue",,
14,create,Mei Chen,1980-06-05,F,,none,Patient has a family history of lung cancer and pre-existing lung disease,,,patient also reports recurrent chest infections and persistent fatigue,,,How does pre-existing lung disease increase lung cancer risk?,,,Can you provide sources for this assessment?,,,9,"recurrent chest infections, persistent fatigue","family history of lung cancer, pre-existing lung diseases",
15,create,Daniel Osei,1955-11-14,M,,none,Patient reports drooping eyelid and blurred vision,,,patient also presents with persistent headaches and weakness of arm or leg,,,What is Horner syndrome and how is it linked to lung cancer?,,,Give sources,,,7,"drooping eyelid (horner syndrome), blurred vision, headaches, weakness of arm or leg",,
16,create,Nina Patel,1977-10-09,F,,none,Patient has history of carcinogenic chemicals exposure and family history of lung cancer,,,patient also reports persistent fatigue and loss of appetite,,,What carcinogenic chemicals are associated with lung cancer?,,,Can you provide sources for this assessment?,,,5,"persistent fatigue, loss of appetite","carcinogenic chemicals, family history of lung cancer",
17,create,Marcus Webb,1962-05-31,M,,none,Patient has a long history of tobacco smoking and secondhand smoke exposure,,,patient also has history of radon gas exposure and air pollution exposure,,,How does combined exposure to multiple risk factors affect lung cancer risk?,,,Give sources,,,6,,"tobacco smoking, secondhand smoke, radon gas exposure, air pollution",
18,create,Fatima Al-Rashid,1985-03-16,F,,none,Patient presents with a worsening cough,,2,patient also reports persistent fatigue,,,Can a worsening cough alone be a sign of lung cancer?,,,Can you provide sources for this assessment?,,,7,"worsening or changing cough, persistent fatigue",,
19,create,Kevin Okafor,1950-08-24,M,,none,Patient is coughing up blood,,3,patient also presents with shortness of breath,,,Is coughing up blood always an emergency?,,,Give sources,,,9,"coughing up blood (haemoptysis), shortness of breath",,
20,create,Anna Kowalski,1968-11-02,F,,none,Patient reports chest pain when breathing and a hoarse voice,,,patient also mentions the symptoms have been worsening over the past month,,,What causes a hoarse voice in lung cancer patients?,,,Can you provide sources for this assessment?,,,7,"chest pain when breathing or coughing, hoarse voice",,
21,create,Wei Liang,1958-06-12,M,,none,Patient has a long history of tobacco smoking and lives in a heavily polluted area,,1,patient also presents with a persistent cough and wheezing,,1,,,,Give sources,,,9,"persistent cough, wheezing","tobacco smoking, air pollution",
22,create,Sophia Andersen,1973-04-28,F,,none,Patient reports seizures and confusion or cognitive changes,,,patient also presents with weakness of arm or leg and persistent headaches,,,Can seizures be linked to lung cancer?,,,Can you provide sources for this assessment?,,,5,"seizures, confusion or cognitive changes, weakness of arm or leg, headaches",,
23,create,Omar Farooq,1967-09-03,M,,none,Patient reports unexplained weight loss,,,patient also presents with loss of appetite,,,Can unexplained weight loss alone indicate lung cancer?,,,Give sources,,,7,"unexplained weight loss, loss of appetite",,
24,create,Ingrid Sorensen,1980-01-19,F,,none,Patient presents with weakness of arm or leg,,,patient also reports lower back pain,,,How is weakness of arm or leg linked to lung cancer?,,,Can you provide sources for this assessment?,,,7,"weakness of arm or leg, lower back pain",,
25,create,Emmanuel Obi,1962-08-07,M,,none,Patient presents with swelling of the face and neck,,,patient also reports persistent headaches,,,Can swelling of the face and neck indicate lung cancer?,,,Give sources,,,8,"swelling of face or neck, headaches",,
26,create,Yuki Tanaka,1969-02-14,F,,none,Patient reports bone pain and lower back pain,,,patient also presents with weak or fragile bones and muscle weakness or cramps,,,Can bone pain be linked to lung cancer?,,,Can you provide sources for this assessment?,,,5,"bone pain, lower back pain, weak or fragile bones, muscle weakness or cramps",,
27,create,Carlos Mendez,1974-07-23,M,,none,Patient reports difficulty swallowing,,,patient also presents with a hoarse voice,,,Why does lung cancer cause difficulty swallowing?,,,Give sources,,,6,"difficulty swallowing (dysphagia), hoarse voice",,
28,create,Amara Diallo,1981-11-08,F,,none,Patient presents with a drooping eyelid,,,patient also reports blurred vision,,,What is Horner syndrome and how does it relate to lung cancer?,,,Can you provide sources for this assessment?,,,7,"drooping eyelid (horner syndrome), blurred vision",,
29,create,Stefan Novak,1956-05-17,M,,none,Patient has a long history of asbestos exposure at work,,,patient also has history of exposure to carcinogenic chemicals,,,How does asbestos exposure increase lung cancer risk?,,,Give sources,,,8,,"asbestos, carcinogenic chemicals",
30,create,Fatou Camara,1971-03-29,F,,none,Patient reports recurrent chest infections,,,patient also presents with wheezing,,,Are recurrent chest infections always linked to lung cancer?,,,Can you provide sources for this assessment?,,,7,"recurrent chest infections, wheezing",,
31,create,Lena Fischer,1976-08-14,F,,none,Patient reports muscle weakness or cramps and dizziness when standing,,,patient also presents with constipation and dry mouth,,,Can muscle weakness be linked to lung cancer?,,,Can you provide sources for this assessment?,,,4,"muscle weakness or cramps, dizziness when standing, constipation, dry mouth",,
32,create,Raj Patel,1964-03-22,M,,none,Patient reports finger clubbing,,,patient also presents with shortness of breath,,,What is finger clubbing and why is it a warning sign?,,,Give sources,,,7,"finger clubbing, shortness of breath",,
33,create,Aisha Bello,1979-10-05,F,,none,Patient has a long history of tobacco smoking,,,patient also lives in a heavily polluted area,,,How does tobacco smoking combined with air pollution affect lung cancer risk?,,,Can you provide sources for this assessment?,,,7,,"tobacco smoking, air pollution",
34,create,Patrick O'Connor,1953-06-18,M,,none,Patient reports weak or fragile bones,,,patient also presents with bone pain,,,Can weak bones be a sign of lung cancer?,,,Give sources,,,7,"weak or fragile bones, bone pain",,
35,create,Mei Lin,1982-12-01,F,,none,Patient reports persistent shoulder pain,,,patient also presents with bone pain,,,How is persistent shoulder pain linked to lung cancer?,,,Can you provide sources for this assessment?,,,7,"persistent shoulder pain, bone pain",,