jpherrerap commited on
Commit
c368e62
·
1 Parent(s): 1d9a0d4

End of training

Browse files
all_results.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 1.0,
3
+ "eval_Body_Part_f1": 0.0,
4
+ "eval_Body_Part_number": 0,
5
+ "eval_Body_Part_precision": 0.0,
6
+ "eval_Body_Part_recall": 0.0,
7
+ "eval_Disease_f1": 0.0,
8
+ "eval_Disease_number": 0,
9
+ "eval_Disease_precision": 0.0,
10
+ "eval_Disease_recall": 0.0,
11
+ "eval_Medication_f1": 0.0,
12
+ "eval_Medication_number": 0,
13
+ "eval_Medication_precision": 0.0,
14
+ "eval_Medication_recall": 0.0,
15
+ "eval_Procedure_f1": 0.0,
16
+ "eval_Procedure_number": 0,
17
+ "eval_Procedure_precision": 0.0,
18
+ "eval_Procedure_recall": 0.0,
19
+ "eval_loss": 1.0598255395889282,
20
+ "eval_overall_accuracy": 0.7077441809876006,
21
+ "eval_overall_f1": 0.0,
22
+ "eval_overall_precision": 0.0,
23
+ "eval_overall_recall": 0.0,
24
+ "eval_runtime": 16.213,
25
+ "eval_samples": 496,
26
+ "eval_samples_per_second": 30.593,
27
+ "eval_steps_per_second": 3.824,
28
+ "predict_Body_Part_f1": 0.0,
29
+ "predict_Body_Part_number": 0,
30
+ "predict_Body_Part_precision": 0.0,
31
+ "predict_Body_Part_recall": 0.0,
32
+ "predict_Disease_f1": 0.0,
33
+ "predict_Disease_number": 0,
34
+ "predict_Disease_precision": 0.0,
35
+ "predict_Disease_recall": 0.0,
36
+ "predict_Medication_f1": 0.0,
37
+ "predict_Medication_number": 0,
38
+ "predict_Medication_precision": 0.0,
39
+ "predict_Medication_recall": 0.0,
40
+ "predict_Procedure_f1": 0.0,
41
+ "predict_Procedure_number": 0,
42
+ "predict_Procedure_precision": 0.0,
43
+ "predict_Procedure_recall": 0.0,
44
+ "predict_loss": 1.0802406072616577,
45
+ "predict_overall_accuracy": 0.7143317922804,
46
+ "predict_overall_f1": 0.0,
47
+ "predict_overall_precision": 0.0,
48
+ "predict_overall_recall": 0.0,
49
+ "predict_runtime": 15.9936,
50
+ "predict_samples_per_second": 31.012,
51
+ "predict_steps_per_second": 3.877,
52
+ "train_loss": 0.60713330078125,
53
+ "train_runtime": 108.615,
54
+ "train_samples": 1000,
55
+ "train_samples_per_second": 9.207,
56
+ "train_steps_per_second": 1.151
57
+ }
eval_results.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 1.0,
3
+ "eval_Body_Part_f1": 0.0,
4
+ "eval_Body_Part_number": 0,
5
+ "eval_Body_Part_precision": 0.0,
6
+ "eval_Body_Part_recall": 0.0,
7
+ "eval_Disease_f1": 0.0,
8
+ "eval_Disease_number": 0,
9
+ "eval_Disease_precision": 0.0,
10
+ "eval_Disease_recall": 0.0,
11
+ "eval_Medication_f1": 0.0,
12
+ "eval_Medication_number": 0,
13
+ "eval_Medication_precision": 0.0,
14
+ "eval_Medication_recall": 0.0,
15
+ "eval_Procedure_f1": 0.0,
16
+ "eval_Procedure_number": 0,
17
+ "eval_Procedure_precision": 0.0,
18
+ "eval_Procedure_recall": 0.0,
19
+ "eval_loss": 1.0598255395889282,
20
+ "eval_overall_accuracy": 0.7077441809876006,
21
+ "eval_overall_f1": 0.0,
22
+ "eval_overall_precision": 0.0,
23
+ "eval_overall_recall": 0.0,
24
+ "eval_runtime": 16.213,
25
+ "eval_samples": 496,
26
+ "eval_samples_per_second": 30.593,
27
+ "eval_steps_per_second": 3.824
28
+ }
predict_results.json ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "predict_Body_Part_f1": 0.0,
3
+ "predict_Body_Part_number": 0,
4
+ "predict_Body_Part_precision": 0.0,
5
+ "predict_Body_Part_recall": 0.0,
6
+ "predict_Disease_f1": 0.0,
7
+ "predict_Disease_number": 0,
8
+ "predict_Disease_precision": 0.0,
9
+ "predict_Disease_recall": 0.0,
10
+ "predict_Medication_f1": 0.0,
11
+ "predict_Medication_number": 0,
12
+ "predict_Medication_precision": 0.0,
13
+ "predict_Medication_recall": 0.0,
14
+ "predict_Procedure_f1": 0.0,
15
+ "predict_Procedure_number": 0,
16
+ "predict_Procedure_precision": 0.0,
17
+ "predict_Procedure_recall": 0.0,
18
+ "predict_loss": 1.0802406072616577,
19
+ "predict_overall_accuracy": 0.7143317922804,
20
+ "predict_overall_f1": 0.0,
21
+ "predict_overall_precision": 0.0,
22
+ "predict_overall_recall": 0.0,
23
+ "predict_runtime": 15.9936,
24
+ "predict_samples_per_second": 31.012,
25
+ "predict_steps_per_second": 3.877
26
+ }
predictions.txt ADDED
@@ -0,0 +1,496 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ O O O O O O O O O O O O O O O O O B-Procedure O B-Body_Part I-Body_Part O O B-Procedure O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O
2
+ B-Disease I-Disease I-Disease O O O B-Disease I-Disease I-Disease O B-Disease I-Disease O
3
+ B-Disease I-Disease
4
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
5
+ O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O
6
+ B-Disease
7
+ O O O O B-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
8
+ B-Body_Part O O O O O O B-Procedure O
9
+ B-Procedure O O O O O B-Procedure O O B-Procedure O O O O B-Medication O O O O B-Medication O O O O O O O O B-Disease O O O O O O O
10
+ O B-Disease I-Disease I-Disease O O O O O O O O O
11
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O B-Body_Part I-Body_Part O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O O O I-Disease O
12
+ O B-Disease O O O O O O O O O O O O O O B-Disease O O O O O O O O O O B-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
13
+ O O B-Procedure O I-Body_Part I-Body_Part I-Body_Part O
14
+ B-Disease I-Disease I-Disease I-Disease O
15
+ O O O B-Procedure O O
16
+ O O O O
17
+ O O O O O O O O O O O O O O O O O O O O O
18
+ O O O O O O O O O O
19
+ B-Disease I-Disease I-Disease O O O O O O O O B-Disease I-Disease O O O O I-Disease
20
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O
21
+ O B-Disease I-Disease I-Disease B-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Disease I-Disease O B-Disease I-Disease I-Disease O O O O O O O O O
22
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O B-Disease I-Disease I-Disease O O O O O O O O O O O
23
+ O O O O B-Disease O B-Disease O O O O O
24
+ O B-Disease O B-Disease O O O O O O O O O O O
25
+ B-Disease I-Disease I-Disease I-Disease O O O O O B-Disease I-Disease I-Disease I-Body_Part I-Body_Part
26
+ O O O O B-Body_Part I-Body_Part O O O O
27
+ O O O
28
+ B-Disease I-Disease O O O O O O O O O O O O O O O O O
29
+ O B-Disease I-Disease
30
+ B-Disease B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Body_Part O O O O O
31
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease B-Disease I-Disease O O O O O O B-Procedure
32
+ O O O B-Disease O O O B-Procedure I-Procedure O
33
+ O O O O B-Procedure O
34
+ O O B-Procedure O O B-Disease I-Disease O O O O O B-Body_Part O I-Body_Part O O O O O O O O O O O O O O
35
+ O O O O
36
+ O O O O O O O O O O O O O B-Body_Part I-Body_Part B-Body_Part O B-Body_Part I-Body_Part
37
+ B-Body_Part I-Body_Part O O O O
38
+ O B-Disease O O O O O O O O O O O O O
39
+ B-Disease O O O
40
+ O O O O O O O O O
41
+ O O O O O O B-Disease I-Disease O I-Disease I-Disease O
42
+ O O B-Disease B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
43
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O B-Disease B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
44
+ B-Disease O
45
+ O O O O O
46
+ O O B-Disease O O O O O O O O
47
+ O B-Disease I-Disease I-Disease I-Disease O O O O
48
+ O B-Disease I-Disease I-Disease O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O B-Disease B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
49
+ O O O O O O O O O O O O O O O O B-Procedure O O O O O O O
50
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-Procedure O B-Body_Part O O O O O O O O O O O O O O
51
+ O O B-Procedure I-Procedure O O B-Body_Part I-Body_Part O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
52
+ O O O O O
53
+ O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
54
+ O B-Disease O O O O O O O O O O O O O O O O O O B-Disease I-Disease O O O B-Disease O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O B-Procedure O O O O B-Procedure O
55
+ O O O B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O B-Disease I-Disease O O O O O O O O O O O O O O O O O
56
+ B-Procedure O O O B-Disease O O O O O O O O O O O O B-Procedure
57
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O I-Body_Part O O O O O O B-Body_Part B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
58
+ O O O O O O B-Body_Part I-Body_Part I-Body_Part B-Body_Part I-Body_Part O O O B-Body_Part I-Body_Part O O O O O O O O O
59
+ O O O O O B-Disease I-Disease O
60
+ O B-Disease I-Disease O O O O O O O O O O O O B-Body_Part O B-Body_Part O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O B-Medication O O O O O O O O O
61
+ O O B-Disease I-Disease O B-Disease O O O O O I-Disease I-Disease O B-Disease I-Disease O O B-Procedure O O
62
+ O O O O O O O O O O O B-Body_Part O O O O O O B-Body_Part O O B-Procedure O O O O O O O
63
+ O O O O O
64
+ O B-Disease O O O O O O O O O O O O O O O O O O O
65
+ O B-Disease I-Disease I-Disease I-Disease I-Disease O O B-Disease I-Disease O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O
66
+ O O O O O
67
+ O B-Disease I-Disease O O O O O O O O O O O B-Body_Part B-Body_Part I-Body_Part O O O O O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O B-Procedure O B-Body_Part O O O O O O O O O O O O O O
68
+ O B-Disease I-Disease O O O O O O O O O B-Body_Part I-Disease I-Disease I-Disease I-Disease O O O O O B-Disease B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
69
+ O B-Disease O B-Body_Part I-Body_Part O O I-Disease O B-Disease I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease I-Disease
70
+ O O O O O I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O I-Body_Part I-Body_Part I-Body_Part O I-Body_Part I-Body_Part I-Body_Part O
71
+ O O O O O O
72
+ O O O B-Disease O O O B-Body_Part O
73
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O B-Disease I-Disease O B-Disease O O B-Disease B-Disease B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
74
+ O B-Disease I-Disease O O O O O O O B-Disease I-Disease O O O O O B-Procedure I-Procedure I-Procedure B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
75
+ O O O O B-Body_Part I-Body_Part O O O O O
76
+ O B-Disease O O O O O O O O O B-Disease O O O O O O O O
77
+ O O O O O O O O O O O
78
+ B-Disease I-Disease I-Disease I-Disease I-Disease
79
+ O O O O O O O
80
+ O O
81
+ O B-Disease I-Disease I-Disease O O O O O O O O O O B-Procedure O O O O O B-Disease I-Disease O O B-Procedure O B-Procedure O O O O O O B-Disease I-Disease
82
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O B-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
83
+ O O O O O O O O O B-Disease
84
+ O B-Disease I-Disease I-Disease O O O O O O B-Body_Part I-Body_Part I-Body_Part
85
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O B-Procedure O O O O O O O O O O O
86
+ O O O O O O O O B-Body_Part O O O O O O O O O O B-Body_Part O O O B-Procedure O B-Disease I-Disease I-Disease O B-Procedure O O O O O O O O O O O I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
87
+ O O O O O I-Body_Part I-Body_Part O O O O O O O
88
+ B-Disease I-Disease O O B-Disease I-Disease O B-Disease I-Disease I-Disease O O O O O B-Disease I-Disease O O O O O O O O O I-Disease O O O O
89
+ B-Disease I-Disease I-Disease I-Disease
90
+ B-Procedure I-Disease O
91
+ O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O
92
+ B-Disease I-Disease O
93
+ O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O B-Disease I-Disease B-Disease I-Disease I-Disease I-Disease I-Disease
94
+ O B-Disease O O O O O O O O O O B-Procedure O O O O O O O
95
+ B-Disease O
96
+ O O O O O B-Body_Part I-Body_Part B-Disease I-Disease O O O O B-Body_Part O O O O O O O O O O O O O
97
+ O O O O O O O O O O
98
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O B-Procedure O O O O O
99
+ O B-Disease I-Disease O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Disease I-Disease O O O O O O O O O O O O O
100
+ O B-Disease O O O O O O
101
+ O O O O O
102
+ O O O O O O O B-Procedure B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O B-Disease O O O O O
103
+ O O O O O
104
+ O O O O O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O
105
+ O O O B-Disease O O O O O O O
106
+ B-Disease I-Disease
107
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O
108
+ O O B-Procedure B-Medication O O O O O O O O O O O O O O O
109
+ O B-Disease I-Disease I-Disease O
110
+ O O O O O O O O O O O O O O O O O B-Disease I-Disease
111
+ O O O O O O O O B-Disease I-Disease O O O O O O O O O O O B-Disease I-Disease O O O O O O O O O O
112
+ O O O O O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O
113
+ B-Disease O
114
+ O O O O O O O O O O O O O
115
+ B-Disease B-Disease O B-Procedure O
116
+ O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O
117
+ B-Disease I-Disease I-Disease I-Disease I-Disease
118
+ B-Disease I-Disease I-Disease O O O O B-Disease I-Disease I-Disease O O B-Disease O O O O
119
+ B-Disease O O O O O O O O O O O
120
+ O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Disease I-Disease O B-Disease I-Disease O B-Body_Part O O B-Procedure O O O O O
121
+ O B-Disease I-Disease I-Disease O O O O O O I-Body_Part I-Body_Part O O O O O
122
+ O O O O O O O O O O O O O O O O B-Disease I-Disease
123
+ O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O O O O O O O O O
124
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease B-Disease I-Disease I-Disease
125
+ O O O O O O O
126
+ B-Disease I-Disease
127
+ O B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O B-Disease O O I-Disease I-Disease O O B-Disease I-Disease O O O O O O O B-Procedure O O O O B-Procedure O O O O O O O O O O O O O O O O O O O O O O O I-Disease O B-Disease O B-Disease I-Disease O I-Disease B-Body_Part I-Disease B-Disease I-Disease I-Disease I-Disease
128
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O I-Disease O O O O O O O O O O O O O O O O O O O O O O O B-Body_Part I-Body_Part I-Body_Part B-Body_Part O O O O O O O O O O O O O O O O O O O O O O O B-Body_Part O O O O O O O O O O B-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
129
+ B-Disease B-Disease I-Disease I-Disease I-Disease I-Disease O O B-Disease O O B-Body_Part I-Body_Part O O O O
130
+ O B-Disease I-Disease O B-Disease I-Disease O B-Disease I-Disease O B-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease
131
+ O B-Disease I-Disease I-Disease O O O O O O O O O O O O O O B-Disease O B-Disease O B-Disease O B-Disease O
132
+ O O O O O O O O O O B-Body_Part I-Body_Part O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
133
+ O B-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O I-Disease O O O O O O O
134
+ B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O
135
+ O O O O
136
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O B-Disease I-Disease O O O O O O O O O O O O O O O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
137
+ O O I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part
138
+ O B-Disease I-Disease O O O O O O O B-Disease I-Disease I-Disease O I-Disease O
139
+ O O O B-Procedure I-Procedure O
140
+ B-Procedure O O O O
141
+ O O O O O O O O O O O O O O O O O O O O O O O O O O
142
+ O O B-Procedure O
143
+ B-Disease I-Disease O I-Disease I-Disease O O O O O O O B-Disease O O B-Disease I-Disease I-Disease O O O O O O O B-Body_Part I-Body_Part O O O O O B-Body_Part I-Body_Part O O O
144
+ O B-Disease I-Disease O O O O O O O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O
145
+ O B-Disease I-Disease I-Disease I-Disease O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O B-Procedure O B-Body_Part O B-Disease I-Disease I-Disease I-Disease
146
+ B-Disease O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
147
+ O O B-Procedure O B-Medication O B-Procedure O O
148
+ O O O O
149
+ O O O I-Disease O
150
+ B-Disease B-Body_Part I-Body_Part O B-Disease O O O O O O O B-Disease
151
+ O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O B-Procedure O O O O O O O O O O O B-Disease O O O O O O O O B-Procedure O O O O O O O O O O O B-Disease I-Disease I-Disease I-Disease I-Disease
152
+ B-Disease B-Disease I-Disease O O B-Disease O O O O O O O O B-Procedure O O B-Disease O O O O B-Medication O
153
+ O O O B-Procedure
154
+ B-Disease I-Disease O O O I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease
155
+ B-Disease B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O
156
+ O O O O O O O O O O O O O O
157
+ O O O O O O O O
158
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
159
+ O O O O O
160
+ O O O O O O O O O O O O O O O O O O O O O O O O O O O O
161
+ O O O
162
+ O O O I-Disease O B-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
163
+ O B-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
164
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O B-Disease B-Disease I-Disease O O B-Disease B-Disease I-Disease I-Disease O O O O O O O O O O O O B-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease B-Disease O O B-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease B-Disease O O O O O O
165
+ O O O O O O O O O O O O O O O
166
+ B-Disease I-Disease I-Disease I-Disease I-Disease
167
+ O O O O O O O O O O
168
+ O B-Disease I-Disease I-Disease O O O O O O B-Disease I-Disease I-Disease I-Body_Part O O O O B-Procedure O O O B-Disease I-Disease I-Disease I-Disease
169
+ B-Disease I-Disease B-Disease I-Disease I-Disease I-Disease O B-Disease O B-Disease I-Disease O B-Disease O B-Disease O B-Disease I-Disease I-Disease
170
+ O O O O O
171
+ B-Disease O O O
172
+ O O O O O O
173
+ O O O O O O O O
174
+ B-Disease I-Disease I-Disease I-Disease I-Disease
175
+ O B-Disease I-Disease I-Disease O O O O O O O O O O O O O O B-Disease I-Disease O O O B-Procedure O O O O O O O O O O O O O O O O O O O O O O B-Disease I-Disease
176
+ B-Disease I-Disease I-Disease I-Disease I-Disease O B-Body_Part O O O O O O O B-Body_Part I-Body_Part O
177
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease I-Disease O O O O O O O O
178
+ B-Disease B-Disease O O O O O O O O O O O O O O O O O O O O O O
179
+ O O I-Disease I-Disease I-Body_Part O
180
+ O O B-Body_Part I-Body_Part O O O O O O O B-Procedure O O B-Procedure O O
181
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O
182
+ O O O O I-Procedure O
183
+ O O O O O
184
+ O B-Disease I-Disease O O O O O O O O O O O O O B-Disease I-Disease I-Disease O O O O O O B-Body_Part B-Body_Part O O
185
+ B-Disease I-Disease I-Disease I-Disease I-Disease O
186
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
187
+ O I-Disease O O O O O O O O O O O O O O
188
+ O B-Disease I-Disease O
189
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O B-Disease O
190
+ B-Body_Part I-Body_Part B-Disease I-Disease I-Disease O
191
+ O B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O B-Disease O O O O O O O O O O O O O O O O O O O O O B-Procedure O O O O O O O O O O B-Body_Part O O O O O B-Body_Part I-Body_Part O O O O O O O O O O O O B-Disease I-Disease I-Disease I-Disease
192
+ B-Disease I-Disease B-Body_Part I-Body_Part O
193
+ B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O
194
+ O B-Disease O B-Body_Part I-Disease B-Body_Part O O O O O B-Procedure O O O O O O
195
+ B-Body_Part I-Body_Part B-Disease I-Disease O O O O O O O O O O O O O
196
+ B-Disease I-Disease O O O
197
+ B-Disease B-Disease I-Disease B-Disease I-Disease I-Disease I-Disease B-Body_Part I-Body_Part O O B-Disease O O O O O O O O O O
198
+ O O O O O O O O
199
+ O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O O O O O I-Body_Part O
200
+ O O O O O B-Body_Part I-Body_Part O O O O O
201
+ O O O O O O O O O O
202
+ B-Procedure O B-Procedure O O B-Procedure O O
203
+ B-Disease I-Disease I-Disease I-Disease I-Disease B-Disease B-Disease I-Disease I-Disease B-Disease O B-Disease I-Disease O O O O O O O O B-Medication O O O O O O O O O O O O O
204
+ O O O O O O O O
205
+ O O B-Body_Part I-Body_Part O O O O O O
206
+ B-Disease O
207
+ O O O O B-Disease O B-Disease O B-Disease O B-Disease O
208
+ O O O O O O O O O
209
+ O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O B-Disease O O O O O O O B-Disease I-Disease O O O O O O O B-Procedure O O O O O O O O O O O B-Disease I-Disease O O O O O O O O O O O
210
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O
211
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O B-Disease I-Disease B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
212
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
213
+ O O I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O I-Disease O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O O O O O O O O O O O I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
214
+ O O
215
+ O O O O B-Procedure I-Disease I-Disease O O B-Procedure O O O O O O B-Procedure I-Procedure O O B-Procedure O O O O O O
216
+ B-Disease I-Body_Part I-Body_Part O B-Disease I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease I-Disease I-Disease
217
+ O B-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Disease I-Disease B-Body_Part I-Body_Part O O O O O O O B-Body_Part I-Body_Part I-Body_Part
218
+ O O O O
219
+ O O O O O O B-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
220
+ O O O O O O O O O O O O O O O O O O O O O O O O O
221
+ O O B-Procedure O B-Body_Part O O B-Body_Part I-Disease O
222
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
223
+ B-Disease B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O O
224
+ O O O O O O O O O O B-Body_Part I-Body_Part O O O O O O O
225
+ B-Disease I-Disease O B-Disease I-Disease O B-Disease O B-Disease O B-Disease O
226
+ B-Disease I-Disease I-Disease O O O O B-Disease I-Disease I-Disease I-Disease O O O O O O O O O B-Disease I-Disease O O O O O B-Procedure O O O O O
227
+ O O O O I-Procedure I-Procedure O O O O O O O O O O O O O B-Disease I-Disease
228
+ O B-Disease I-Disease I-Disease I-Disease B-Disease I-Disease I-Disease O O O O O O O O O O O O O O
229
+ O O O O O O O O O O O O O O
230
+ B-Disease O B-Disease O O O O O O O O O B-Disease O B-Disease O O O O O O O O O O O O O O O O O O O O
231
+ B-Procedure I-Procedure O O O O O
232
+ O B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O O B-Disease O O O O O O O O O O O O O I-Disease O
233
+ O O O O O O O O O
234
+ O O B-Procedure O O O B-Medication O O O O O O O O
235
+ B-Disease O O O O O O O I-Disease I-Disease I-Disease I-Disease O O O I-Disease I-Disease
236
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O
237
+ O O O O O O O O O O O O
238
+ O O I-Disease O O O O O O O O O O O O O O O O O O B-Procedure O O O O O O O O O O
239
+ O O O O O O O O
240
+ O O O O O O O O O
241
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O
242
+ B-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Disease I-Disease O O O O B-Body_Part O O O O
243
+ O O O O O
244
+ B-Disease O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
245
+ B-Disease I-Disease I-Disease I-Disease I-Disease O O O O B-Procedure B-Body_Part I-Body_Part O B-Procedure O O O O B-Body_Part I-Body_Part O
246
+ O O
247
+ O O O O O O O B-Procedure O O O O O O O O
248
+ B-Disease
249
+ B-Disease I-Disease I-Disease I-Disease
250
+ B-Disease I-Disease I-Disease I-Disease I-Disease
251
+ O O O
252
+ O O O O O O O O
253
+ B-Disease I-Disease O O O O O O O O O O O O O O O O O O B-Disease I-Disease I-Disease O
254
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O B-Disease O O O O O O O B-Medication B-Medication O
255
+ O O O O O O O O O O O O O O O
256
+ O O O O O O O O O O B-Body_Part O O O O O O
257
+ O O O O O O
258
+ B-Disease I-Disease I-Disease I-Disease I-Disease
259
+ O
260
+ B-Disease I-Disease O O O O O O O O O
261
+ O B-Disease I-Disease O O O O O O B-Disease I-Disease O O B-Disease I-Disease O
262
+ B-Disease I-Disease I-Disease O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O B-Disease I-Disease O
263
+ O O O I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O
264
+ O B-Disease I-Disease I-Disease O B-Procedure O O B-Procedure O
265
+ O B-Disease I-Disease B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O B-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
266
+ O B-Disease I-Disease O O O O O O O O O O O B-Disease O O O B-Disease I-Disease I-Disease I-Disease O
267
+ O O O O O O O O O O O O O O B-Medication O B-Disease I-Disease I-Disease I-Disease O O I-Disease O
268
+ O B-Disease I-Disease I-Disease B-Disease I-Disease I-Disease O O O O O O O O O O O B-Disease O O O O O
269
+ O B-Disease I-Disease I-Disease O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Disease I-Disease O O O O O O O B-Procedure O O O B-Body_Part O O O O O O O O B-Disease I-Disease I-Disease
270
+ O O B-Procedure O B-Body_Part B-Body_Part O O O O O O
271
+ O O O O O O O O O O I-Disease I-Disease I-Disease I-Disease I-Disease O O O
272
+ O O O O B-Medication O O O
273
+ O B-Disease I-Disease I-Disease O O B-Disease I-Disease O O O O O O O O O O B-Disease O O O O O B-Body_Part O O O O O O O O O O O O B-Body_Part O O
274
+ B-Body_Part I-Body_Part O O O O O O O
275
+ O B-Disease I-Disease
276
+ O B-Disease I-Disease O O O O O O B-Disease I-Disease I-Disease I-Disease I-Disease B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
277
+ O O O O O O B-Disease
278
+ B-Disease B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O B-Body_Part I-Body_Part O B-Body_Part I-Body_Part O B-Body_Part I-Body_Part O O O O O I-Body_Part O I-Body_Part B-Body_Part O
279
+ O O
280
+ B-Disease I-Disease
281
+ O O O O O O O
282
+ B-Disease O B-Disease O O O
283
+ O O B-Disease I-Disease I-Disease I-Disease
284
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
285
+ O O O O O O O O O B-Body_Part I-Body_Part B-Body_Part I-Body_Part O O O O O O O O B-Procedure O B-Body_Part O B-Body_Part O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Body_Part O O O O O O O O O O O O O O O O
286
+ B-Disease I-Disease I-Disease I-Disease I-Disease
287
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
288
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O
289
+ B-Disease I-Disease I-Disease I-Disease I-Disease O I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O
290
+ O B-Disease O B-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-Procedure O B-Procedure O O O O O O O O O O B-Procedure O
291
+ B-Disease B-Disease I-Disease I-Disease O O O O O B-Disease O O O O B-Procedure O O O B-Procedure O B-Body_Part O O O O
292
+ B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Body_Part I-Body_Part I-Body_Part O O O O O O O O B-Disease O O O
293
+ B-Disease I-Disease B-Disease O O O O O O O O B-Disease I-Disease O O O B-Disease B-Procedure O O O O B-Medication
294
+ O O O O O
295
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O
296
+ B-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O B-Disease I-Disease I-Disease I-Disease O
297
+ O O O O O O O O O O O O O
298
+ O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O
299
+ O B-Disease I-Disease I-Disease I-Disease I-Disease B-Disease O O O O O O O O O O O O O O O O O O B-Body_Part O O O O O O O O O O O O O O O O O O O
300
+ O O B-Disease I-Disease I-Disease O O I-Disease O
301
+ O B-Disease I-Disease O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O B-Disease I-Disease I-Disease B-Body_Part I-Body_Part I-Body_Part O O O O B-Disease I-Disease O B-Disease I-Disease O O B-Body_Part O O O O O O O O
302
+ O B-Disease I-Disease O
303
+ O B-Disease I-Disease I-Disease O O B-Disease I-Disease I-Disease B-Body_Part I-Body_Part O O O O O O O B-Procedure O O O O
304
+ O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
305
+ O O O O O O O O B-Body_Part O
306
+ B-Disease O B-Body_Part I-Body_Part O O O B-Body_Part I-Body_Part O O O
307
+ B-Disease I-Disease O B-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease O O O B-Disease I-Disease I-Disease I-Disease O B-Disease
308
+ B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O
309
+ O O O O O
310
+ O O O O O O O O O
311
+ O O O O O O O O O O O O O O O O O O O O O O O O O O B-Body_Part I-Body_Part O B-Body_Part I-Body_Part O
312
+ O O O O B-Medication O O O
313
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O B-Disease O O O B-Disease O O O O O O
314
+ O B-Procedure O O O O O
315
+ O O B-Disease I-Disease O
316
+ B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Disease I-Disease O
317
+ B-Disease I-Disease I-Disease I-Disease
318
+ B-Disease I-Disease
319
+ B-Disease I-Disease O B-Disease O B-Disease O O O O B-Disease O O O O B-Medication O O O O O
320
+ B-Disease I-Disease B-Body_Part I-Body_Part I-Body_Part O
321
+ O B-Disease O O O O O O O O O O O O O O O O O O B-Disease I-Disease I-Disease O O O O O O B-Medication O B-Medication O
322
+ O O O O O O O O O O O O O O O O O B-Procedure O O O
323
+ B-Disease
324
+ B-Disease I-Disease I-Disease
325
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O B-Disease I-Disease O B-Body_Part I-Body_Part I-Body_Part O
326
+ O I-Disease I-Disease O O O
327
+ O B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O
328
+ O O O B-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
329
+ O B-Disease I-Disease I-Disease I-Disease O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O B-Disease I-Disease O O O O B-Body_Part B-Body_Part I-Body_Part O
330
+ B-Body_Part O O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O B-Procedure O O O O O O O O O O O O O O B-Procedure O O
331
+ B-Disease I-Disease I-Disease I-Disease
332
+ O O
333
+ O O O B-Disease I-Disease O I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
334
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
335
+ O O O O O O O
336
+ O O O O B-Disease O O O B-Disease O O O O O O O O O O O O O
337
+ O O O O O O O O O O O O O O
338
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O
339
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
340
+ B-Disease I-Disease O B-Disease I-Disease I-Disease
341
+ B-Disease I-Disease I-Disease O O O B-Disease I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease O O
342
+ O O O O O O O O B-Disease O B-Disease O B-Disease O O O O O O O
343
+ O O O B-Disease I-Disease O O O O O O O
344
+ O B-Disease I-Disease I-Disease O O O O O O O O O O B-Disease I-Disease O O O O O O O B-Body_Part O I-Body_Part B-Body_Part O O O O O O O O O O O O B-Procedure O O O O
345
+ O O
346
+ O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O B-Disease O O O O
347
+ B-Disease B-Disease I-Disease I-Disease O O O O O O O O B-Disease O O O
348
+ O O O O O O O O
349
+ O O B-Disease I-Disease I-Disease O B-Disease O B-Disease I-Disease I-Disease I-Disease B-Disease
350
+ O O O B-Procedure O O O O O O O
351
+ B-Disease I-Disease I-Disease I-Disease
352
+ B-Disease O O O O O O O O B-Disease O O O O O O O O O O O O O O O O O O O
353
+ O O B-Disease O O O B-Procedure I-Procedure O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
354
+ B-Disease O
355
+ O O O O B-Disease I-Disease O O O O O O O O O
356
+ O O O
357
+ O O O O O O O O O O O O O O O O O O O O O O O O
358
+ O O O O
359
+ B-Disease B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O B-Procedure O B-Procedure O B-Body_Part I-Body_Part O
360
+ O O O O I-Disease I-Disease O O O O O O O O O O O O O B-Disease O O O O O O O O O O O O O O O O O O O O O
361
+ O B-Body_Part B-Body_Part O O O O O
362
+ O B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O B-Disease I-Disease O B-Disease I-Disease O O O O O O O B-Disease I-Disease O
363
+ B-Body_Part I-Body_Part O O O O O O O B-Disease I-Disease O
364
+ B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O
365
+ O O O O O O I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O B-Disease O B-Disease O B-Disease B-Disease O O O O O O O O O O B-Disease I-Disease O O O O O B-Procedure O O B-Medication O B-Medication O O O B-Disease I-Disease O
366
+ B-Disease I-Disease B-Disease O
367
+ B-Disease I-Disease I-Disease
368
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O B-Body_Part I-Body_Part O O B-Disease O B-Disease O O O O O O O O O O O O B-Disease O O O O O O
369
+ B-Disease I-Disease B-Body_Part I-Body_Part O B-Disease I-Disease I-Disease B-Body_Part I-Body_Part I-Body_Part
370
+ O O O O O O O O O
371
+ O O O O
372
+ O B-Disease I-Disease O O O O O O O O O O O O O O O O B-Procedure O O O O O O O O
373
+ O O O O O O O
374
+ O O O O O O B-Body_Part B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O
375
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
376
+ O O O O O O O
377
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
378
+ O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O
379
+ O O O O O O O O O O O O O O O O O O O O
380
+ O O O O B-Medication O O O O O O O O O O O O O O O O B-Medication O O O O B-Medication O O O O B-Medication O O O O B-Medication O O O O B-Medication O O O O O B-Medication O O O O O O B-Procedure B-Medication O O O B-Procedure O O O O O O O O O O O
381
+ B-Medication O O B-Medication O O O O O O O O O O O B-Medication O O O
382
+ O O O O O O B-Disease I-Disease I-Body_Part B-Disease I-Disease I-Disease B-Disease I-Disease I-Disease O O
383
+ B-Disease I-Disease
384
+ B-Disease I-Disease
385
+ O O O O O O O O O
386
+ O O O O O O O O
387
+ B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O B-Body_Part O O O O O O O
388
+ B-Disease I-Disease I-Disease I-Disease
389
+ O
390
+ O O O O O O O O O O O O O O O O O O O B-Disease O
391
+ B-Disease O O O O O O O O O O O
392
+ O O O O O O O O O O O O
393
+ O O O O O O O O O O O O O O O O O O O O O O O O O O O O
394
+ O O O O I-Body_Part I-Body_Part O O O B-Procedure O I-Body_Part I-Body_Part O O O O O O O O O O O O
395
+ O O B-Procedure O I-Disease B-Procedure O O O O O O O O O O O O O O I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
396
+ B-Disease O B-Disease I-Disease I-Disease O O O
397
+ O B-Disease I-Disease O O B-Disease I-Disease I-Disease I-Disease I-Disease B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
398
+ B-Disease I-Disease I-Disease I-Disease I-Disease B-Disease I-Disease I-Disease I-Disease
399
+ O O O O O O O O
400
+ B-Disease I-Disease I-Disease O O O O I-Disease O O O O O O O B-Disease O O O
401
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O B-Body_Part I-Body_Part O O O O O O O O B-Procedure O O O B-Procedure O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
402
+ O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O B-Procedure O O O B-Disease O O O O O O O O B-Disease I-Disease O O O
403
+ O O O O O O O
404
+ O B-Disease I-Disease I-Disease O O O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O B-Disease O O O B-Body_Part I-Body_Part O
405
+ O B-Disease I-Disease O O O
406
+ B-Procedure O B-Procedure B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O B-Procedure O O O O O O O O O O B-Disease B-Disease I-Disease O B-Disease
407
+ O O O O O O B-Procedure O I-Body_Part O
408
+ O O O O O B-Disease I-Disease O
409
+ O O
410
+ O O I-Disease I-Disease I-Disease I-Disease O I-Disease I-Disease O O O O O O O O B-Disease O O B-Disease O B-Disease I-Disease O B-Disease I-Disease O B-Disease O B-Disease I-Disease I-Disease O I-Disease I-Disease I-Disease O O O I-Disease O
411
+ B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O B-Disease O O O O O O O B-Disease O
412
+ O B-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O B-Disease I-Disease I-Disease O O O O O
413
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O B-Procedure O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O
414
+ O O O O O O O O O O O O O O O O B-Disease I-Disease O B-Procedure O O O O O B-Disease I-Disease I-Disease O
415
+ B-Disease O O B-Disease I-Disease I-Disease O O O
416
+ B-Disease O O O
417
+ O B-Disease I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease I-Disease O O O O O B-Disease O O O O O O O O O O O O O O O O O O O O B-Body_Part O O B-Body_Part I-Body_Part B-Procedure O O O O O O O O O O O O B-Procedure O O B-Procedure O O O O B-Disease O O O O B-Disease O O O O B-Procedure O O O O O B-Procedure O O O O O O O O O O O O B-Disease O O O O O O O O O O O O O O O O O O O O
418
+ B-Disease B-Disease I-Disease I-Disease I-Disease O O B-Disease O O O O O O O O O O O
419
+ B-Body_Part I-Body_Part B-Disease I-Disease
420
+ O O O O O O O O
421
+ O O I-Disease I-Disease O O O O O O O O O O B-Disease O O O O O O O O O B-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O B-Body_Part I-Body_Part I-Body_Part O O O O O O O O O O
422
+ O O O O O O O O O O O O O O B-Disease O O
423
+ O O O O O O
424
+ O O O O O B-Disease O O O O O O O O O O O O B-Procedure O O O O O O O O O O O O O O O O O O O O O O O
425
+ O O O O O O O O O O O O B-Body_Part I-Body_Part O
426
+ O O O O
427
+ O O O O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O B-Procedure I-Procedure I-Disease I-Disease I-Disease O O O O O O O O O O B-Procedure I-Procedure
428
+ B-Disease I-Disease O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
429
+ O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O
430
+ O B-Disease O B-Disease O B-Disease O O O O O O O B-Procedure O O B-Disease O B-Disease O
431
+ O B-Disease I-Disease I-Disease O O O O O O B-Disease I-Disease O O O O O O
432
+ O B-Disease I-Disease O O O O O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Body_Part I-Body_Part I-Body_Part O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
433
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
434
+ O O O
435
+ O O O O O O
436
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
437
+ B-Disease
438
+ O O O
439
+ O O O O O
440
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O B-Disease O O O O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O O O O O O
441
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
442
+ O O I-Disease O O
443
+ O B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O
444
+ O O O
445
+ O O O
446
+ O O B-Disease I-Disease O O O O O O O O B-Medication O O O O O O O O O O O B-Procedure O
447
+ B-Disease
448
+ O B-Disease I-Disease I-Disease O O B-Disease I-Disease I-Disease I-Disease O O O O O O B-Disease I-Disease I-Disease O
449
+ B-Disease I-Disease I-Disease I-Disease O O O O O O O O O O B-Disease O
450
+ O B-Disease I-Disease I-Disease O O O O O O O O O O O O B-Disease I-Disease I-Disease I-Disease
451
+ O O O O O O
452
+ O O O O O O O O O O O O I-Disease O O O O O O O O O O
453
+ O B-Medication O
454
+ O O O O O O O O O O O O O B-Procedure O O O O O O O O O O
455
+ O O O O O O O O O O O O O O O O
456
+ O O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part B-Disease I-Disease O O B-Body_Part I-Body_Part I-Body_Part I-Body_Part O O O O O O O O
457
+ B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
458
+ O O O O O O O O O O O O O O O O O O O O
459
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O B-Disease I-Disease O O O O O O O O O O O O O O O O O O
460
+ B-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
461
+ O O O O O O
462
+ O O O O O O O O O
463
+ B-Disease B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease B-Disease I-Disease I-Disease B-Disease
464
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-Body_Part O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O I-Disease I-Disease O O O O O O O O O O O O O O O O O O O O
465
+ O B-Disease O O O O O O B-Disease B-Body_Part I-Body_Part O O B-Body_Part I-Body_Part O O B-Procedure O O O O O O
466
+ O O O O
467
+ O O
468
+ O O O
469
+ O O O O O B-Disease O B-Procedure O B-Procedure O O O O O O O O O O O O O O O O O O O
470
+ B-Disease O O O O O I-Disease O O
471
+ O O O
472
+ O O O O O O O
473
+ B-Disease
474
+ O O O O O O O O I-Disease
475
+ O O O O O O O O O O O O
476
+ B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O B-Disease B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease
477
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O
478
+ O O O
479
+ O O O O O O O O
480
+ B-Procedure O O O
481
+ O O O O O O O O O O O O O O O O O O O O O
482
+ B-Disease I-Disease I-Disease I-Disease I-Disease O O O B-Disease O O O O O O O O O O O O O O O O O O O O O B-Procedure O O O O O O O O O
483
+ B-Disease B-Disease I-Disease I-Disease I-Disease O O B-Disease O B-Disease I-Disease O
484
+ O O B-Body_Part O O O O O O O O O O O O O O O O
485
+ B-Disease I-Disease I-Disease I-Disease I-Disease
486
+ O B-Disease I-Disease I-Disease O O O O O O O O O O B-Disease I-Disease I-Disease O O O O O B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O B-Disease I-Disease
487
+ O O O O O O
488
+ O B-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O O O O O O O O O O B-Disease O O O O B-Disease O O O O O O O O O O O O O O O O O O
489
+ O B-Body_Part O O B-Disease I-Disease I-Disease I-Disease
490
+ O O O O O O O O O
491
+ O O O B-Procedure O
492
+ O O O
493
+ O B-Disease I-Disease O O O O O O O O O O O O O O O O O O O
494
+ O B-Medication O B-Medication O O O O
495
+ O O O O O O O
496
+ B-Disease I-Disease I-Disease I-Disease I-Disease O O O O O O O O O O
runs/Jul11_00-03-34_b0cb940cfde0/events.out.tfevents.1689034009.b0cb940cfde0.2447.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:33294e93e522c58a5b60ff26583fb4259e3c1988d3b0ab7f5a97faad7b1316f1
3
+ size 1519
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 1.0,
3
+ "train_loss": 0.60713330078125,
4
+ "train_runtime": 108.615,
5
+ "train_samples": 1000,
6
+ "train_samples_per_second": 9.207,
7
+ "train_steps_per_second": 1.151
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.0,
3
+ "best_model_checkpoint": "models/ner-bert-base-spanish-wwm-uncased/checkpoint-125",
4
+ "epoch": 1.0,
5
+ "global_step": 125,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 1.0,
12
+ "learning_rate": 0.0,
13
+ "loss": 0.6071,
14
+ "step": 125
15
+ },
16
+ {
17
+ "epoch": 1.0,
18
+ "eval_Body_Part_f1": 0.0,
19
+ "eval_Body_Part_number": 0,
20
+ "eval_Body_Part_precision": 0.0,
21
+ "eval_Body_Part_recall": 0.0,
22
+ "eval_Disease_f1": 0.0,
23
+ "eval_Disease_number": 0,
24
+ "eval_Disease_precision": 0.0,
25
+ "eval_Disease_recall": 0.0,
26
+ "eval_Medication_f1": 0.0,
27
+ "eval_Medication_number": 0,
28
+ "eval_Medication_precision": 0.0,
29
+ "eval_Medication_recall": 0.0,
30
+ "eval_Procedure_f1": 0.0,
31
+ "eval_Procedure_number": 0,
32
+ "eval_Procedure_precision": 0.0,
33
+ "eval_Procedure_recall": 0.0,
34
+ "eval_loss": 1.0598255395889282,
35
+ "eval_overall_accuracy": 0.7077441809876006,
36
+ "eval_overall_f1": 0.0,
37
+ "eval_overall_precision": 0.0,
38
+ "eval_overall_recall": 0.0,
39
+ "eval_runtime": 15.6917,
40
+ "eval_samples_per_second": 31.609,
41
+ "eval_steps_per_second": 3.951,
42
+ "step": 125
43
+ },
44
+ {
45
+ "epoch": 1.0,
46
+ "step": 125,
47
+ "total_flos": 261318018048000.0,
48
+ "train_loss": 0.60713330078125,
49
+ "train_runtime": 108.615,
50
+ "train_samples_per_second": 9.207,
51
+ "train_steps_per_second": 1.151
52
+ }
53
+ ],
54
+ "max_steps": 125,
55
+ "num_train_epochs": 1,
56
+ "total_flos": 261318018048000.0,
57
+ "trial_name": null,
58
+ "trial_params": null
59
+ }