jage/dataset_from_synthea_for_NER_with_train_val_test_splits

id stringlengths 1 5	tokens sequence	ner_tags sequence	input_ids sequence	token_type_ids sequence	attention_mask sequence	labels sequence
0	[ "2022", "-", "04", "-", "09" ]	[ 1, 2, 2, 2, 2 ]	[ 101, 17881, 1477, 118, 5129, 118, 4925, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 1, -100, 2, 2, 2, 2, -100 ]
1	[ "#", "Chief", "Complaint" ]	[ 0, 0, 0 ]	[ 101, 108, 2534, 3291, 8223, 15858, 1204, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, 0, -100, -100, -100, -100 ]
2	[ "-", "Hunger" ]	[ 0, 0 ]	[ 101, 118, 27962, 102 ]	[ 0, 0, 0, 0 ]	[ 1, 1, 1, 1 ]	[ -100, 0, 0, -100 ]
3	[ "-", "Thirst" ]	[ 0, 0 ]	[ 101, 118, 157, 14518, 2050, 102 ]	[ 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, -100, -100, -100 ]
4	[ "-", "Fatigue" ]	[ 0, 0 ]	[ 101, 118, 13723, 6512, 4175, 102 ]	[ 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, -100, -100, -100 ]
5	[ "-", "Frequent", "Urination" ]	[ 0, 0, 0 ]	[ 101, 118, 13359, 1162, 14855, 158, 9324, 2116, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, -100, -100, 0, -100, -100, -100 ]
6	[ "#", "History", "of", "Present", "Illness" ]	[ 0, 0, 0, 0, 0 ]	[ 101, 108, 2892, 1104, 13653, 9190, 21615, 5800, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, 0, 0, 0, -100, -100, -100 ]
7	[ "Donnie175" ]	[ 3 ]	[ 101, 1790, 5213, 16770, 1571, 102 ]	[ 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1 ]	[ -100, 3, -100, -100, -100, -100 ]
8	[ "is", "a", "60", "year", "-", "old", "non", "-", "hispanic", "white", "male", ".", "Patient", "has", "a", "history", "of", "streptococcal", "sore", "throat", "(", "disorder", ")", ",", "victim", "of", "intimate", "partner", "abuse", "(", "finding", ")", ",", "viral", "sinusitis", "(", "disorder", ")", ",", "misuses", "drugs", "(", "finding", ")", ",", "part", "-", "time", "employment", "(", "finding", ")", ",", "acute", "bronchitis", "(", "disorder", ")", ",", "limited", "social", "contact", "(", "finding", ")", ",", "not", "in", "labor", "force", "(", "finding", ")", ",", "unhealthy", "alcohol", "drinking", "behavior", "(", "finding", ")", ",", "reports", "of", "violence", "in", "the", "environment", "(", "finding", ")", ",", "full", "-", "time", "employment", "(", "finding", ")", ",", "fracture", "of", "clavicle", ",", "stress", "(", "finding", ")", ",", "social", "isolation", "(", "finding", ")", "." ]	[ 0, 0, 5, 6, 6, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 101, 1110, 170, 2539, 1214, 118, 1385, 1664, 118, 1117, 10224, 1596, 1653, 2581, 119, 7195, 9080, 1144, 170, 1607, 1104, 188, 7877, 6451, 13335, 13335, 7867, 15939, 2922, 113, 8936, 114, 117, 6410, 1104, 10666, 3547, 6704, 113, 4006, 114, 117, 14837, 11850, 1361, 10721, 113, 8936, 114, 117, 1940, 24784, 1116, 5557, 113, 4006, 114, 117, 1226, 118, 1159, 6233, 113, 4006, 114, 117, 12104, 9304, 1320, 4313, 6620, 113, 8936, 114, 117, 2609, 1934, 3232, 113, 4006, 114, 117, 1136, 1107, 5530, 2049, 113, 4006, 114, 117, 8362, 13836, 6066, 7889, 6272, 5464, 4658, 113, 4006, 114, 117, 3756, 1104, 4289, 1107, 1103, 3750, 113, 4006, 114, 117, 1554, 118, 1159, 6233, 113, 4006, 114, 117, 22869, 1104, 172, 9516, 26726, 117, 6600, 113, 4006, 114, 117, 1934, 13345, 113, 4006, 114, 119, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, 5, 6, 6, 6, 0, 0, 0, -100, -100, 0, 0, 0, 0, -100, 0, 0, 0, 0, 0, -100, -100, -100, -100, -100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -100, -100, 0, 0, 0, 0, 0, -100, -100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -100, -100, -100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -100, -100, -100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -100, -100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -100 ]
9	[ "#", "Social", "History" ]	[ 0, 0, 0 ]	[ 101, 108, 3563, 2892, 102 ]	[ 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1 ]	[ -100, 0, 0, 0, -100 ]
10	[ "Patient", "is", "single", ".", "Patient", "has", "never", "smoked", "." ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 101, 7195, 9080, 1110, 1423, 119, 7195, 9080, 1144, 1309, 23235, 119, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, -100, 0, 0, 0, 0, -100, 0, 0, 0, 0, -100 ]
11	[ "Patient", "identifies", "as", "heterosexual", "." ]	[ 0, 0, 0, 0, 0 ]	[ 101, 7195, 9080, 15625, 1112, 1119, 25710, 24352, 119, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, -100, 0, 0, 0, -100, -100, 0, -100 ]
12	[ "Patient", "comes", "from", "a", "middle", "socioeconomic", "background", "." ]	[ 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 101, 7195, 9080, 2502, 1121, 170, 2243, 20650, 25726, 3582, 119, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, -100, 0, 0, 0, 0, 0, -100, 0, 0, -100 ]
13	[ "Patient", "did", "not", "finish", "high", "school", "." ]	[ 0, 0, 0, 0, 0, 0, 0 ]	[ 101, 7195, 9080, 1225, 1136, 3146, 1344, 1278, 119, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, -100, 0, 0, 0, 0, 0, 0, -100 ]
14	[ "Patient", "currently", "has", "Medicare", "." ]	[ 0, 0, 0, 0, 0 ]	[ 101, 7195, 9080, 1971, 1144, 2508, 13328, 8836, 119, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, -100, 0, 0, 0, -100, -100, 0, -100 ]
15	[ "#", "Allergies" ]	[ 0, 0 ]	[ 101, 108, 1398, 1200, 19310, 102 ]	[ 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, -100, -100, -100 ]
16	[ "No", "Known", "Allergies", "." ]	[ 0, 0, 0, 0 ]	[ 101, 1302, 13915, 1398, 1200, 19310, 119, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, 0, -100, -100, 0, -100 ]
17	[ "#", "Medications" ]	[ 0, 0 ]	[ 101, 108, 2508, 13923, 1116, 102 ]	[ 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, -100, -100, -100 ]
18	[ "lisinopril", "10", "mg", "oral", "tablet", ";", "acetaminophen", "325", "mg", "oral", "tablet", ";", "hydrochlorothiazide", "25", "mg", "oral", "tablet", ";", "acetaminophen", "325", "mg", "/", "hydrocodone", "bitartrate", "7", ".", "5", "mg", "oral", "tablet", ";", "penicillin", "v", "potassium", "500", "mg", "oral", "tablet", ";", "amlodipine", "2", ".", "5", "mg", "oral", "tablet", ";", "insulin", "human", ",", "isophane", "70", "unt", "/", "ml", "/", "regular", "insulin", ",", "human", "30", "unt", "/", "ml", "injectable", "suspension", "[", "humulin", "]", ";", "ibuprofen", "200", "mg", "oral", "tablet", ";", "amoxicillin", "250", "mg", "/", "clavulanate", "125", "mg", "oral", "tablet" ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 101, 181, 26868, 2728, 1643, 13217, 1275, 17713, 9619, 16048, 132, 20839, 20284, 4559, 27801, 1179, 21380, 17713, 9619, 16048, 132, 177, 19694, 1732, 10885, 12858, 1465, 5303, 2007, 1512, 17713, 9619, 16048, 132, 20839, 20284, 4559, 27801, 1179, 21380, 17713, 120, 177, 19694, 2528, 3842, 1162, 2113, 9349, 5498, 128, 119, 126, 17713, 9619, 16048, 132, 8228, 27989, 23824, 191, 21177, 2260, 17713, 9619, 16048, 132, 1821, 2858, 3309, 18351, 123, 119, 126, 17713, 9619, 16048, 132, 26825, 1769, 117, 1110, 4184, 15296, 3102, 8362, 1204, 120, 182, 1233, 120, 2366, 26825, 117, 1769, 1476, 8362, 1204, 120, 182, 1233, 1107, 16811, 1895, 8605, 164, 21820, 19001, 166, 132, 178, 7925, 1643, 2180, 13488, 2363, 17713, 9619, 16048, 132, 1821, 10649, 27989, 23824, 4805, 17713, 120, 172, 9516, 5886, 13978, 8347, 17713, 9619, 16048, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, -100, -100, -100, -100, 0, 0, 0, 0, 0, 0, -100, -100, -100, -100, 0, 0, 0, 0, 0, 0, -100, -100, -100, -100, -100, -100, -100, 0, 0, 0, 0, 0, 0, -100, -100, -100, -100, 0, 0, 0, 0, -100, -100, -100, -100, 0, -100, -100, 0, 0, 0, 0, 0, 0, 0, 0, -100, -100, 0, 0, 0, 0, 0, 0, 0, 0, -100, -100, -100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -100, -100, 0, 0, -100, 0, 0, -100, 0, 0, 0, 0, 0, 0, 0, -100, 0, 0, -100, 0, -100, -100, 0, 0, 0, -100, 0, 0, 0, -100, -100, -100, -100, 0, 0, 0, 0, 0, 0, -100, -100, -100, 0, 0, 0, 0, -100, -100, -100, 0, 0, 0, 0, -100 ]
19	[ "#", "Assessment", "and", "Plan" ]	[ 0, 0, 0, 0 ]	[ 101, 108, 19721, 1105, 7382, 102 ]	[ 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, 0, 0, -100 ]
20	[ "#", "#", "Plan" ]	[ 0, 0, 0 ]	[ 101, 108, 108, 7382, 102 ]	[ 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1 ]	[ -100, 0, 0, 0, -100 ]
21	[ "2022", "-", "03", "-", "26" ]	[ 1, 2, 2, 2, 2 ]	[ 101, 17881, 1477, 118, 5347, 118, 1744, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 1, -100, 2, 2, 2, 2, -100 ]
22	[ "#", "Chief", "Complaint" ]	[ 0, 0, 0 ]	[ 101, 108, 2534, 3291, 8223, 15858, 1204, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, 0, -100, -100, -100, -100 ]
23	[ "-", "Hunger" ]	[ 0, 0 ]	[ 101, 118, 27962, 102 ]	[ 0, 0, 0, 0 ]	[ 1, 1, 1, 1 ]	[ -100, 0, 0, -100 ]
24	[ "-", "Thirst" ]	[ 0, 0 ]	[ 101, 118, 157, 14518, 2050, 102 ]	[ 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, -100, -100, -100 ]
25	[ "-", "Fatigue" ]	[ 0, 0 ]	[ 101, 118, 13723, 6512, 4175, 102 ]	[ 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, -100, -100, -100 ]
26	[ "-", "Frequent", "Urination" ]	[ 0, 0, 0 ]	[ 101, 118, 13359, 1162, 14855, 158, 9324, 2116, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, -100, -100, 0, -100, -100, -100 ]
27	[ "#", "History", "of", "Present", "Illness" ]	[ 0, 0, 0, 0, 0 ]	[ 101, 108, 2892, 1104, 13653, 9190, 21615, 5800, 102 ]	[ 0, 0, 0, 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1, 1, 1, 1 ]	[ -100, 0, 0, 0, 0, 0, -100, -100, -100 ]
28	[ "Donnie175" ]	[ 3 ]	[ 101, 1790, 5213, 16770, 1571, 102 ]	[ 0, 0, 0, 0, 0, 0 ]	[ 1, 1, 1, 1, 1, 1 ]	[ -100, 3, -100, -100, -100, -100 ]
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[ "Donnie175" ]

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[ "#", "Chief", "Complaint" ]

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[ "Donnie175" ]

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[ "#", "Chief", "Complaint" ]

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54

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[ "-", "Fatigue" ]

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[ "Donnie175" ]

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[ "Patient", "identifies", "as", "heterosexual", "." ]

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[ "Patient", "comes", "from", "a", "middle", "socioeconomic", "background", "." ]

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[ "Patient", "did", "not", "finish", "high", "school", "." ]

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[ "Patient", "currently", "has", "Medicare", "." ]

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[ "No", "Known", "Allergies", "." ]

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72

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74

[ "Patient", "was", "given", "the", "following", "immunizations", ":", "influenza", ",", "seasonal", ",", "injectable", ",", "preservative", "free", "." ]

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75

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[ "-", "digital", "examination", "of", "rectum" ]

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78

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79

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80

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81

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82

[ "The", "patient", "was", "prescribed", "the", "following", "medications", ":" ]

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83

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[ "-", "hydrochlorothiazide", "25", "mg", "oral", "tablet" ]

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[ "-", "lisinopril", "10", "mg", "oral", "tablet" ]

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[ "-", "amlodipine", "2", ".", "5", "mg", "oral", "tablet" ]

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[ "-", "Hunger" ]

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[ "-", "Thirst" ]

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[ "-", "Fatigue" ]

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[ "-", "Frequent", "Urination" ]

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[ "#", "History", "of", "Present", "Illness" ]

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[ "Donnie175" ]

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95

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96

[ "#", "Social", "History" ]

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97

[ "Patient", "is", "single", ".", "Patient", "has", "never", "smoked", "." ]

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98

[ "Patient", "identifies", "as", "heterosexual", "." ]

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99

[ "Patient", "comes", "from", "a", "middle", "socioeconomic", "background", "." ]

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Datasets:

jage
/

dataset_from_synthea_for_NER_with_train_val_test_splits

Dataset Card for "dataset_from_synthea_for_NER_with_train_val_test_splits"