,Predicted Chief Complaint,model,conversation,SK_accuracy,SK_utility,PD_accuracy,PD_utility,EC_accuracy,EC_utility,word_count,num_pos
0,"""...a minimal cough and sore throat..."" 
",Gemma2-9b,aci,False,1.0,False,3,False,3.0,7,0
1,"""...it just happens occasionally less than once a day when i'm walking all of a sudden it is kind of like gives out and i think here i'm going to fall...""",Llama3.3-70B-Versatile,aci,False,1.0,False,2,False,2.0,31,0
2,"""...so we have seen everybody, really. we are just here to make sure that her kidneys are looking good right now.""",Llama3.3-70B-Versatile,virtscribe,False,3.0,True,9,True,4.0,21,2
3,"""Chest pains""",Llama3.3-70B-Versatile (succinct),virtscribe,False,1.0,True,10,True,7.0,2,2
4,"""I just kind of have a minimal cough and a sore throat""",Llama3.3-70B-Versatile,aci,False,1.0,False,3,False,3.0,12,0
5,"""I tried, um, putting ice on it. uh, and then I- I've been taking ibuprofen, but it's still very painful.""",Llama3.3-70B-Versatile,virtassist,False,1.0,False,3,False,3.0,20,0
6,"""I was having chest pains, but it stopped after four days, and I haven't had any since then.""",Llama3.3-70B-Versatile,virtscribe,False,1.0,True,7,True,4.0,18,2
7,"""I was walking up and down the stairs... and then all of a sudden I just my wrist started to hurt real bad and it got real swollen.""",Llama3.3-70B-Versatile,aci,False,2.0,True,10,True,7.0,28,2
8,"""I'm doing a little okay i guess i'm just out of breath a little bit...""",Llama3.3-70B-Versatile,aci,False,1.0,False,3,False,1.0,15,0
9,"""I've been having this sharp pain on the right side of my abdomen below my ribs for the last several days""  
",Gemma2-9b (succinct),aci,True,10.0,True,10,True,6.0,23,3
10,"""I've been having this sharp pain on the right side of my abdomen below my ribs for the last several days...""",Llama3.3-70B-Versatile,aci,True,10.0,True,10,True,5.0,21,3
11,"""Left knee pain""",Llama3.3-70B-Versatile (succinct),aci,True,10.0,True,10,True,10.0,3,3
12,"""My pcp told me that I had some abnormal lab work and why she wanted me to be seen by you today.""",Llama3.3-70B-Versatile,aci,False,1.0,True,3,True,4.0,22,2
13,"""Nonhealing foot ulcer""",Llama3.3-70B-Versatile (succinct),aci,True,10.0,True,10,True,10.0,3,3
14,"""Right knee pain""",Llama3.3-70B-Versatile (succinct),aci,True,10.0,True,10,True,10.0,3,3
15,"""Right knee pain""",Llama3.3-70B-Versatile (succinct),virtassist,True,10.0,True,10,True,10.0,3,3
16,"""So i'm really getting fed up with these headaches . i've been trying my best to deal with them but they've been going on for months now and i'm really struggling.""",Llama3.3-70B-Versatile,virtscribe,False,1.0,True,7,False,5.0,31,1
17,"""Sometimes if it's , uh , relatively humid , i'll struggle a little bit, and i might feel a little bit of pounding in my chest."" 


",Gemma2-9b,virtassist,False,1.0,False,6,False,4.0,27,0
18,"""Wrist started to hurt real bad""",Llama3.3-70B-Versatile (succinct),aci,False,5.0,True,10,True,6.0,6,2
19,"""abnormal lab work""",Llama3.3-70B-Versatile (succinct),aci,False,1.0,True,5,True,5.0,3,2
20,"""and it kind of bent it back a bit""  
",Gemma2-9b (succinct),virtassist,False,1.0,False,2,False,1.0,11,0
21,"""feeling fatigued often""",Llama3.3-70B-Versatile (succinct),virtscribe,False,1.0,True,7,False,5.0,3,1
22,"""getting fed up with these headaches""",Llama3.3-70B-Versatile (succinct),virtscribe,False,1.0,True,5,False,3.0,6,1
23,"""i , i just feel out of sorts lately . i do n't know if it's the change in the seasons or if we're just doing a lot of projects around the house and , and some , some construction on our own . i'm just feeling out of it . lack of , uh , energy . i'm just so tired and fatigued , and i feel kinda ... i feel lightheaded every once in a while .""  ",Gemma2-9b,virtassist,False,1.0,False,4,True,3.0,81,1
24,"""i did an a  pain in my chest but i did n't think anything of it""  
",Gemma2-9b (succinct),aci,False,1.0,False,3,False,3.0,19,0
25,"""i did n't think anything of it and i just kept on going and then all of a sudden i'm here"" ",Gemma2-9b,aci,False,1.0,False,1,False,1.0,22,0
26,"""i do tend to get infections but i do n't know  i i'm so used to it so i do n't know if this is more than usual"" 
",Gemma2-9b (succinct),aci,False,1.0,True,4,False,5.0,30,1
27,"""i first noticed it when i put on a pair of shoes that were little bit too tight i felt some burning and some stinging and looked down and saw a blister"".   
",Gemma2-9b,aci,False,5.0,True,7,True,4.0,35,2
28,"""i i do tend to get infections but i do n't know i i'm so used to it so i do n't know if this is more than usual in the wintertime i get a lot of colds and they do seem to i always say that my colds kind of linger for a long time but i do n't know if it's more than usual""  
",Gemma2-9b,aci,False,1.0,True,4,False,1.0,68,1
29,"""i just feel out of sorts lately...i'm just so tired and fatigued, and i feel kinda...i feel lightheaded..."" 
",Gemma2-9b (succinct),virtassist,False,1.0,False,4,False,2.0,19,0
30,"""i really needed to see you three months ... three months ago , but this was your first available appointment . when i called to make the appointment , i was having chest pains , but it stopped after four days , and i have n't had any since then .""  
",Gemma2-9b (succinct),virtscribe,False,1.0,True,8,True,1.0,53,2
31,"""i thought i heard a pop when i moved and i had to lie down for about an hour before it actually relieved the pain . and then it's been a little stiff ever since . and this was- what , so today's tuesday . this was saturday morning .""",Llama3.3-70B-Versatile,virtassist,False,1.0,False,3,False,2.0,50,0
32,"""i was just doing some work on my property and i i accidentally slipped and fell down"" 
",Gemma2-9b (succinct),aci,False,1.0,False,7,False,3.0,18,0
33,"""i was you know i was just doing some work on my property and i i accidentally slipped and fell down and i just still having some knee issues"" 
",Gemma2-9b,aci,False,2.0,True,8,True,4.0,30,2
34,"""i'm doing alright aside from this elbow pain""",Llama3.3-70B-Versatile,aci,False,1.0,True,8,True,7.0,8,2
35,"""i'm doing alright aside from this elbow pain"" 
",Gemma2-9b,aci,True,8.0,True,8,True,7.0,9,3
36,"""i'm doing okay aside from this left shoulder pain that i've been having""",Llama3.3-70B-Versatile,aci,True,10.0,True,10,True,8.0,13,3
37,"""i'm doing okay aside from this left shoulder pain that i've been having"" 
",Gemma2-9b (succinct),aci,False,3.0,True,10,True,7.0,14,2
38,"""i'm doing okay aside from this left shoulder pain that i've been having"" 
",Gemma2-9b,aci,False,3.0,True,10,True,7.0,14,2
39,"""i'm doing okay except for my knee""  ",Gemma2-9b,virtassist,False,3.0,True,8,True,7.0,9,2
40,"""i'm doing okay except for my knee.""",Llama3.3-70B-Versatile,virtassist,False,5.0,True,8,True,6.0,7,2
41,"""i'm just feeling out of it. lack of... energy.""",Llama3.3-70B-Versatile (succinct),virtassist,False,1.0,False,2,True,5.0,9,1
42,"""i'm just out of breath a little bit""",Llama3.3-70B-Versatile (succinct),aci,False,1.0,False,1,False,4.0,8,0
43,"""i'm really getting fed up with these headaches . i've been trying my best to deal with them but they've been going on for months now and i'm really struggling ."" 
",Gemma2-9b,virtscribe,False,1.0,True,7,False,3.0,32,1
44,"""i'm really getting fed up with these headaches""  
",Gemma2-9b (succinct),virtscribe,False,1.0,True,5,False,2.0,10,1
45,"""i've been doing a lot of pottery and over the past week i then started to develop this elbow pain"" 
",Gemma2-9b (succinct),aci,False,5.0,True,8,True,8.0,21,2
46,"""i've been feeling fatigued often during the day, and even feverish with chills at times. when i try to be active i like i ca n't catch my breath and i feel like i'm wheezing. i've had some headaches too, which is not like me.""",Llama3.3-70B-Versatile,virtscribe,False,1.0,False,3,False,2.0,45,0
47,"""i've got a tick bite around my knee and and it's been it's been over a week and and just it just burns and just quite annoying""",Llama3.3-70B-Versatile,aci,True,10.0,True,10,True,7.0,27,3
48,"""it hurts like in , in , in the inside of my knee .""   
",Gemma2-9b (succinct),virtassist,False,5.0,True,10,True,4.0,17,2
49,"""it it's the left knee and it just happens occasionally less than once a day when i'm walking all of a sudden it is kind of like gives out ""  
",Gemma2-9b,aci,False,1.0,True,10,True,5.0,32,2
50,"""it just burns and just quite annoying"" 
",Gemma2-9b (succinct),aci,False,1.0,False,4,False,2.0,8,0
51,"""it just burns and just quite annoying""  
",Gemma2-9b,aci,False,2.0,False,4,False,2.0,9,0
52,"""it just burns""",Llama3.3-70B-Versatile (succinct),aci,False,1.0,False,4,False,2.0,3,0
53,"""it just happens occasionally...when i'm walking all of a sudden it is kind of like gives out""  
",Gemma2-9b (succinct),aci,False,1.0,True,6,False,4.0,19,1
54,"""it's almost like throbbing it's almost like there is a fire poker in the bottom of my foot...""",Llama3.3-70B-Versatile,aci,False,1.0,True,8,False,5.0,18,1
55,"""it's been pretty good , and everything's managed and maintained . um , still kind of working with my hypertension . that's been a little bit more of a struggle than anything .""  
",Gemma2-9b (succinct),virtassist,False,1.0,False,6,False,3.0,35,0
56,"""it's just not right"" 
",Gemma2-9b (succinct),aci,False,1.0,False,1,False,1.0,5,0
57,"""it's just really along my wrist""  
",Gemma2-9b,aci,False,1.0,True,6,True,6.0,8,2
58,"""just kind of have a minimal cough and a sore throat"" 
",Gemma2-9b (succinct),aci,False,1.0,True,4,False,3.0,12,1
59,"""left shoulder pain""",Llama3.3-70B-Versatile (succinct),aci,True,10.0,True,10,True,10.0,3,3
60,"""minimal cough and a sore throat""",Llama3.3-70B-Versatile (succinct),aci,False,1.0,False,4,False,3.0,6,0
61,"""my wife noticed that my dog was also smelling my socks a lot"" 
",Gemma2-9b (succinct),aci,False,1.0,False,2,False,1.0,14,0
62,"""recently i tried to donate blood , around december i think , and they told me i was anemic , which is something i've been dealing with for a while , so it's not the first time i've been told i'm anemic .""  
",Gemma2-9b,virtscribe,False,1.0,True,8,True,3.0,45,2
63,"""recently i tried to donate blood , around december i think , and they told me i was anemic"" 
",Gemma2-9b (succinct),virtscribe,False,3.0,True,9,True,7.0,20,2
64,"""right finger hurting""",Llama3.3-70B-Versatile (succinct),virtassist,True,10.0,True,10,True,8.0,3,3
65,"""sharp pain on the right side""",Llama3.3-70B-Versatile (succinct),aci,False,1.0,True,4,True,6.0,6,2
66,"""she has seen an allergist, and also a neurologist ... who diagnosed her with this syndrome, because she still does n't walk and she was n't sitting by herself a year old"" 
",Gemma2-9b,virtscribe,False,1.0,False,3,False,2.0,33,0
67,"""she still does n't walk and she was n't sitting by herself a year old"" 
",Gemma2-9b (succinct),virtscribe,False,1.0,False,1,False,3.0,16,0
68,"""she still doesn't walk""",Llama3.3-70B-Versatile (succinct),virtscribe,False,1.0,False,1,False,1.0,4,0
69,"""shortness of breath with exertion""",Llama3.3-70B-Versatile (succinct),virtassist,False,1.0,False,3,False,3.0,5,0
70,"""some back pain""",Llama3.3-70B-Versatile (succinct),virtassist,True,10.0,True,10,True,9.0,3,3
71,"""sometimes i , i regularly , uh , go for a run in the morning . that's my workout , and sometimes if it's , uh , relatively humid , i'll struggle a little bit , and i might feel a little bit of pounding in my chest .""",Llama3.3-70B-Versatile,virtassist,False,1.0,False,3,False,3.0,49,0
72,"""this elbow pain""",Llama3.3-70B-Versatile (succinct),aci,False,2.0,True,7,,,3,1
73,"""uh , we were helping my daughter with some heavy equipment and lifted some boxes a little too quickly , and they were a little too heavy .""  
",Gemma2-9b,virtassist,False,1.0,False,6,False,3.0,30,0
74,"""we were helping my daughter with some heavy equipment and lifted some boxes a little too quickly , and they were a little too heavy .""  
",Gemma2-9b (succinct),virtassist,False,1.0,False,6,False,2.0,28,0
75,"""well , i really needed to see you three months ... three months ago , but this was your first available appointment . when i called to make the appointment , i was having chest pains , but it stopped after four days , and i have n't had any since then .""  
",Gemma2-9b,virtscribe,False,1.0,True,8,True,5.0,55,2
76,"""well , i was skiing over the weekend- and as i was , um , coming down the hill , i tried moguls , which jumping over those big hills , i tend to get my strap caught on my finger-"" 
",Gemma2-9b,virtassist,True,7.0,True,4,True,3.0,42,3
77,"""well i've been having this sharp pain on the right side of my abdomen below my ribs for the last several days"" 
",Gemma2-9b,aci,True,8.0,True,10,True,6.0,23,3
78,"""yeah i was you know i was just doing some work on my property and i i accidentally slipped and fell down and i just still having some knee issues""",Llama3.3-70B-Versatile,aci,False,5.0,True,10,True,8.0,30,2
79,annual exam,Symbolic Reasoning Model,virtassist,True,10.0,True,10,True,10.0,2,3
80,back pain,Symbolic Reasoning Model,virtassist,True,10.0,True,10,True,10.0,2,3
81,finger pain,Symbolic Reasoning Model,virtassist,False,5.0,True,8,True,6.0,2,2
82,follow-up during neo agit chemotherapy she was dia,Symbolic Reasoning Model,aci,False,1.0,True,2,True,6.0,8,2
83,follow-up of his chronic problems,Symbolic Reasoning Model,virtassist,False,1.0,True,10,True,7.0,5,2
84,heuristic_NA,Symbolic Reasoning Model,aci,False,,False,1,False,1.0,1,0
85,heuristic_NA,Symbolic Reasoning Model,virtscribe,False,1.0,False,1,False,1.0,1,0
86,heuristic_NA,Symbolic Reasoning Model,aci,False,1.0,False,1,False,1.0,1,0
87,heuristic_NA,Symbolic Reasoning Model,aci,False,1.0,False,1,False,1.0,1,0
88,heuristic_NA,Symbolic Reasoning Model,aci,False,1.0,False,1,False,1.0,1,0
89,"i , i just feel out of sorts lately ... i'm just feeling out of it . lack of , uh , energy . i'm just so tired and fatigued , and i feel kinda ... i feel lightheaded every once in a while .",Llama3.3-70B-Versatile,virtassist,False,1.0,False,4,True,5.0,45,1
90,knee pain,Symbolic Reasoning Model,virtassist,False,5.0,True,8,True,8.0,2,2
91,knee pain and you have a past medical history of h,Symbolic Reasoning Model,aci,False,5.0,True,8,True,8.0,11,2
92,knee pain can you tell me about it what's going,Symbolic Reasoning Model,aci,True,8.0,True,8,True,7.0,10,3
93,last several,Symbolic Reasoning Model,aci,False,1.0,False,1,False,1.0,2,0
94,long-standing iron deficiency anemia,Symbolic Reasoning Model,virtscribe,True,10.0,True,10,True,9.0,4,3
95,low immunoglobulin a level is that your,Symbolic Reasoning Model,aci,False,1.0,True,9,True,8.0,7,2
96,nonhealing foot ulcer on your right foot can you t,Symbolic Reasoning Model,aci,True,10.0,True,10,True,8.0,10,3
97,"primary care provider ,",Symbolic Reasoning Model,virtscribe,False,1.0,False,1,False,1.0,4,0
98,referral from the er of esophagitis,Symbolic Reasoning Model,virtscribe,True,8.0,True,10,True,8.0,6,3
99,right elbow pain can you tell me can you can you t,Symbolic Reasoning Model,aci,True,10.0,True,10,True,7.0,12,3