Upload training_history.json with huggingface_hub
Browse files- training_history.json +428 -0
training_history.json
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| 1 |
+
{
|
| 2 |
+
"best_symptom_f1": 0.3915755715039991,
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| 3 |
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"history": [
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| 4 |
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{
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| 5 |
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"epoch": 1,
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| 6 |
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"train_loss": {
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| 7 |
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"total": 65.90288848223665,
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| 8 |
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"pain": 3.7471775445493325,
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| 13 |
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| 14 |
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"gestalt": 2.548294963617589,
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| 15 |
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| 16 |
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"syndrome": 0.09404764613145918
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| 17 |
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},
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| 18 |
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"val": {
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| 19 |
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"symptom_f1_micro": 0.25730682616170664,
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| 20 |
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"symptom_p_micro": 0.46593001841620624,
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| 21 |
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"symptom_r_micro": 0.17772797216832809,
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| 22 |
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"flag_f1_macro": 0.8137412377986054,
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| 23 |
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"pain_mae": 0.25292912125587463,
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| 24 |
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"arrival_acc": 0.9615384615384616,
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| 25 |
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"esi_exact": 0.7195410223579237,
|
| 26 |
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"esi_adjacent": 0.9668570865753965,
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| 27 |
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"ner_tok_acc": 0.9845446150739923,
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| 28 |
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"ner_entity_f1": 0.952214966667425,
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| 29 |
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"gestalt_acc": 0.5356854796409607,
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| 30 |
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"age_bucket_acc": 0.9725770950317383,
|
| 31 |
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"pain_bucket_acc": 0.9987683892250061
|
| 32 |
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}
|
| 33 |
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},
|
| 34 |
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{
|
| 35 |
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"epoch": 2,
|
| 36 |
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"train_loss": {
|
| 37 |
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"total": 23.392621029192465,
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| 38 |
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"symptom": 0.043324719249416214,
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| 39 |
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"flag": 0.09317895971166937,
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| 40 |
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"pain": 0.28719594684391003,
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| 41 |
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"arrival": 0.0825618086180386,
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| 42 |
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| 43 |
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"ner": 0.03373490888758231,
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| 44 |
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"gestalt": 2.0710202328975686,
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| 45 |
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"disposition": 0.4628612898162871,
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| 46 |
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"syndrome": 0.026409551348151948
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| 47 |
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},
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| 48 |
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"val": {
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| 49 |
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"symptom_f1_micro": 0.3453692412624269,
|
| 50 |
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"symptom_p_micro": 0.4518903131591757,
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| 51 |
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| 52 |
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| 53 |
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|
| 54 |
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"arrival_acc": 0.9864572047670639,
|
| 55 |
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"esi_exact": 0.7654880330936669,
|
| 56 |
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"esi_adjacent": 0.9786762533241407,
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| 57 |
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"ner_tok_acc": 0.9851020808095204,
|
| 58 |
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"ner_entity_f1": 0.9541253578458193,
|
| 59 |
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|
| 60 |
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"age_bucket_acc": 0.9846609234809875,
|
| 61 |
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"pain_bucket_acc": 0.9997360706329346
|
| 62 |
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}
|
| 63 |
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},
|
| 64 |
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{
|
| 65 |
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"epoch": 3,
|
| 66 |
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"train_loss": {
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| 67 |
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"total": 22.918707742958365,
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| 68 |
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| 69 |
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"flag": 0.05068493790747368,
|
| 70 |
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"pain": 0.22194639060984284,
|
| 71 |
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"arrival": 0.04372369346676463,
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| 72 |
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|
| 73 |
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"ner": 0.031623895555181,
|
| 74 |
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"gestalt": 1.9414106169473,
|
| 75 |
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"disposition": 0.4090130492701303,
|
| 76 |
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"syndrome": 0.024883129292460143
|
| 77 |
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},
|
| 78 |
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"val": {
|
| 79 |
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"symptom_f1_micro": 0.3915755715039991,
|
| 80 |
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"symptom_p_micro": 0.471308195640917,
|
| 81 |
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"symptom_r_micro": 0.33491670569345017,
|
| 82 |
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"flag_f1_macro": 0.9367175002945899,
|
| 83 |
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"pain_mae": 0.13402649760246277,
|
| 84 |
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"arrival_acc": 0.9877868610262976,
|
| 85 |
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"esi_exact": 0.7811976755638728,
|
| 86 |
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"esi_adjacent": 0.9803506352802127,
|
| 87 |
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"ner_tok_acc": 0.9852794900116393,
|
| 88 |
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"ner_entity_f1": 0.9545386155045615,
|
| 89 |
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"gestalt_acc": 0.5268111824989319,
|
| 90 |
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"age_bucket_acc": 0.9879161715507507,
|
| 91 |
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"pain_bucket_acc": 0.999824047088623
|
| 92 |
+
}
|
| 93 |
+
}
|
| 94 |
+
],
|
| 95 |
+
"args": {
|
| 96 |
+
"data": "data/sft/bert_v70_train.jsonl",
|
| 97 |
+
"lukina_eval": "data/eval/lukina_v2/triage_dataset_v2.jsonl",
|
| 98 |
+
"output_dir": "models/bert-v70b-fixed",
|
| 99 |
+
"encoder": "microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext",
|
| 100 |
+
"max_length": "512",
|
| 101 |
+
"dropout": "0.1",
|
| 102 |
+
"epochs": "3",
|
| 103 |
+
"batch_size": "64",
|
| 104 |
+
"lr": "3e-05",
|
| 105 |
+
"weight_decay": "0.01",
|
| 106 |
+
"num_workers": "4",
|
| 107 |
+
"bf16": "True",
|
| 108 |
+
"resume_from": "None",
|
| 109 |
+
"start_epoch": "0",
|
| 110 |
+
"limit": "None",
|
| 111 |
+
"seed": "42",
|
| 112 |
+
"eng_features_sidecar": "data/sft/v70_combined_engineered_features.jsonl",
|
| 113 |
+
"w_esi": "2.0",
|
| 114 |
+
"w_symptom": "1.5",
|
| 115 |
+
"w_flag": "0.6",
|
| 116 |
+
"w_pain": "0.3",
|
| 117 |
+
"w_vitals": "1.0",
|
| 118 |
+
"w_age": "0.3",
|
| 119 |
+
"w_arrival": "0.3",
|
| 120 |
+
"w_consistency": "0.15",
|
| 121 |
+
"w_ner": "0.5",
|
| 122 |
+
"w_gestalt": "0.3",
|
| 123 |
+
"w_disposition": "0.2",
|
| 124 |
+
"w_syndrome": "0.2",
|
| 125 |
+
"encoder_init": "None",
|
| 126 |
+
"use_class_weighting": "True",
|
| 127 |
+
"age_bucket_head": "True",
|
| 128 |
+
"pain_bucket_head": "True",
|
| 129 |
+
"gestalt_weight_cap": "10.0"
|
| 130 |
+
},
|
| 131 |
+
"symptom_labels": [
|
| 132 |
+
"abdominal_pain",
|
| 133 |
+
"abnl_labs_variants",
|
| 134 |
+
"abscess",
|
| 135 |
+
"active_hemorrhage",
|
| 136 |
+
"active_labor",
|
| 137 |
+
"active_seizure",
|
| 138 |
+
"acute_glaucoma",
|
| 139 |
+
"adrenal_crisis",
|
| 140 |
+
"airway_concern",
|
| 141 |
+
"allergic_reaction",
|
| 142 |
+
"allergic_reaction_clinical",
|
| 143 |
+
"altered_affect",
|
| 144 |
+
"altered_mental_status",
|
| 145 |
+
"altered_mentation",
|
| 146 |
+
"altered_ms_abbrev",
|
| 147 |
+
"anaphylaxis",
|
| 148 |
+
"anemia_signs",
|
| 149 |
+
"animal_bite",
|
| 150 |
+
"ankle_sprain",
|
| 151 |
+
"anonymized_cc",
|
| 152 |
+
"anxiety",
|
| 153 |
+
"aortic_dissection",
|
| 154 |
+
"aortic_emergency",
|
| 155 |
+
"assault",
|
| 156 |
+
"assault_trauma",
|
| 157 |
+
"back_pain",
|
| 158 |
+
"bone_pain",
|
| 159 |
+
"bradycardia_signs",
|
| 160 |
+
"breast_pain",
|
| 161 |
+
"bronchiolitis",
|
| 162 |
+
"burn",
|
| 163 |
+
"cardiac_arrest",
|
| 164 |
+
"catatonia",
|
| 165 |
+
"cellulitis",
|
| 166 |
+
"cellulitis_signs",
|
| 167 |
+
"chemo_complications",
|
| 168 |
+
"chest_pain",
|
| 169 |
+
"chest_wall_pain",
|
| 170 |
+
"constipation",
|
| 171 |
+
"cough",
|
| 172 |
+
"croup",
|
| 173 |
+
"cyanosis",
|
| 174 |
+
"deformity",
|
| 175 |
+
"dehydration",
|
| 176 |
+
"dental_pain",
|
| 177 |
+
"dialysis_access_issue",
|
| 178 |
+
"diaphoresis",
|
| 179 |
+
"diarrhea",
|
| 180 |
+
"distress_appearance",
|
| 181 |
+
"dizziness",
|
| 182 |
+
"dka_signs",
|
| 183 |
+
"dysphagia",
|
| 184 |
+
"dyspnea",
|
| 185 |
+
"dysuria_signs",
|
| 186 |
+
"ear_pain",
|
| 187 |
+
"ectopic_pregnancy",
|
| 188 |
+
"edema_signs",
|
| 189 |
+
"electrolyte_disturbance",
|
| 190 |
+
"elevated_bp_text",
|
| 191 |
+
"elevated_inr",
|
| 192 |
+
"elevated_troponin",
|
| 193 |
+
"epistaxis",
|
| 194 |
+
"evaluation_request",
|
| 195 |
+
"eye_emergency",
|
| 196 |
+
"eye_pain",
|
| 197 |
+
"eye_trauma",
|
| 198 |
+
"facial_pain",
|
| 199 |
+
"failure_to_thrive",
|
| 200 |
+
"fall",
|
| 201 |
+
"fall_from_height",
|
| 202 |
+
"febrile_seizure",
|
| 203 |
+
"feeding_tube_problem",
|
| 204 |
+
"fetor_breath",
|
| 205 |
+
"fever",
|
| 206 |
+
"flank_pain",
|
| 207 |
+
"flu_syndrome",
|
| 208 |
+
"foreign_body_airway",
|
| 209 |
+
"foreign_body_ingestion",
|
| 210 |
+
"fracture",
|
| 211 |
+
"generic_infection",
|
| 212 |
+
"genitourinary_complaint",
|
| 213 |
+
"gi_bleed",
|
| 214 |
+
"gi_obstruction",
|
| 215 |
+
"gsw",
|
| 216 |
+
"head_injury",
|
| 217 |
+
"headache",
|
| 218 |
+
"heart_failure_signs",
|
| 219 |
+
"heat_emergency",
|
| 220 |
+
"hematuria",
|
| 221 |
+
"homicidal",
|
| 222 |
+
"hyperglycemia",
|
| 223 |
+
"hyperglycemia_variants",
|
| 224 |
+
"hyperkalemia",
|
| 225 |
+
"hypertension_asymptomatic",
|
| 226 |
+
"hypertensive_crisis",
|
| 227 |
+
"hypertensive_emergency",
|
| 228 |
+
"hypertensive_urgency",
|
| 229 |
+
"hypoglycemia",
|
| 230 |
+
"hyponatremia",
|
| 231 |
+
"hypotension_signs",
|
| 232 |
+
"hypothermia",
|
| 233 |
+
"ill_appearing",
|
| 234 |
+
"imaging_finding",
|
| 235 |
+
"imminent_self_harm",
|
| 236 |
+
"inguinal_pain",
|
| 237 |
+
"insect_bite",
|
| 238 |
+
"intracranial_hemorrhage",
|
| 239 |
+
"intussusception",
|
| 240 |
+
"jaundice",
|
| 241 |
+
"jaw_pain",
|
| 242 |
+
"joint_pain_swelling",
|
| 243 |
+
"kidney_stones",
|
| 244 |
+
"laceration",
|
| 245 |
+
"lactic_acidosis",
|
| 246 |
+
"limb_extremity_injury",
|
| 247 |
+
"limb_pain",
|
| 248 |
+
"limb_pain_severe",
|
| 249 |
+
"low_back_pain_abbrev",
|
| 250 |
+
"mi_rule_out",
|
| 251 |
+
"miscarriage",
|
| 252 |
+
"mobility_impaired",
|
| 253 |
+
"mvc",
|
| 254 |
+
"mvc_major",
|
| 255 |
+
"mvc_minor",
|
| 256 |
+
"mvc_recent",
|
| 257 |
+
"nausea_vomiting",
|
| 258 |
+
"neck_injury",
|
| 259 |
+
"neck_pain",
|
| 260 |
+
"neuro_eval",
|
| 261 |
+
"neuro_focal_deficit",
|
| 262 |
+
"ortho_injury",
|
| 263 |
+
"ovarian_torsion",
|
| 264 |
+
"pain_control_request",
|
| 265 |
+
"palpitations",
|
| 266 |
+
"panic_attack",
|
| 267 |
+
"paraphimosis",
|
| 268 |
+
"pedestrian_struck",
|
| 269 |
+
"pelvic_pain",
|
| 270 |
+
"peritonsillar_abscess",
|
| 271 |
+
"phimosis",
|
| 272 |
+
"pneumonia_signs",
|
| 273 |
+
"polytrauma",
|
| 274 |
+
"post_ictal",
|
| 275 |
+
"post_procedure_eval",
|
| 276 |
+
"preeclampsia",
|
| 277 |
+
"pregnant",
|
| 278 |
+
"psychiatric_complaint",
|
| 279 |
+
"psychiatric_emergency",
|
| 280 |
+
"psychotic",
|
| 281 |
+
"pulled_elbow",
|
| 282 |
+
"pulmonary_embolism",
|
| 283 |
+
"rash",
|
| 284 |
+
"rectal_pain",
|
| 285 |
+
"renal_signs",
|
| 286 |
+
"respiratory_arrest",
|
| 287 |
+
"respiratory_distress",
|
| 288 |
+
"respiratory_effort_increased",
|
| 289 |
+
"respiratory_failure",
|
| 290 |
+
"retinal_detachment",
|
| 291 |
+
"rupture_of_membranes",
|
| 292 |
+
"sepsis_rule_out",
|
| 293 |
+
"sepsis_signs",
|
| 294 |
+
"severe_trauma",
|
| 295 |
+
"shingles",
|
| 296 |
+
"shortness_of_breath",
|
| 297 |
+
"simple_extremity_pain",
|
| 298 |
+
"skin_complaint",
|
| 299 |
+
"skin_mottling",
|
| 300 |
+
"skin_pallor",
|
| 301 |
+
"smoke_inhalation",
|
| 302 |
+
"sore_throat",
|
| 303 |
+
"speech_difficulty",
|
| 304 |
+
"sprain",
|
| 305 |
+
"stab_wound",
|
| 306 |
+
"stroke_completed",
|
| 307 |
+
"stroke_in_window",
|
| 308 |
+
"stroke_rule_out",
|
| 309 |
+
"stroke_symptoms",
|
| 310 |
+
"substance_use_acute",
|
| 311 |
+
"substance_withdrawal",
|
| 312 |
+
"sudden_hearing_loss",
|
| 313 |
+
"suicidal_ideation",
|
| 314 |
+
"syncope",
|
| 315 |
+
"tachycardia_signs",
|
| 316 |
+
"testicular_pain",
|
| 317 |
+
"throat_foreign_body",
|
| 318 |
+
"thyroid_storm",
|
| 319 |
+
"tia",
|
| 320 |
+
"toxic_ingestion",
|
| 321 |
+
"trach_issue",
|
| 322 |
+
"tremors",
|
| 323 |
+
"unilateral_leg_swelling",
|
| 324 |
+
"unknown_unspecified",
|
| 325 |
+
"uri",
|
| 326 |
+
"urinary_obstruction",
|
| 327 |
+
"urinary_retention",
|
| 328 |
+
"urinary_symptoms",
|
| 329 |
+
"vaginal_bleeding",
|
| 330 |
+
"vascular_access_complaint",
|
| 331 |
+
"vascular_emergency",
|
| 332 |
+
"vision_changes_acute",
|
| 333 |
+
"vision_loss",
|
| 334 |
+
"vulvar_swelling",
|
| 335 |
+
"weakness",
|
| 336 |
+
"wheezing",
|
| 337 |
+
"wound"
|
| 338 |
+
],
|
| 339 |
+
"flag_labels": [
|
| 340 |
+
"altered_mentation",
|
| 341 |
+
"severe_pain_distress",
|
| 342 |
+
"active_hemorrhage"
|
| 343 |
+
],
|
| 344 |
+
"arrival_labels": [
|
| 345 |
+
"walk-in",
|
| 346 |
+
"ambulance",
|
| 347 |
+
"helicopter",
|
| 348 |
+
"other",
|
| 349 |
+
"unknown"
|
| 350 |
+
],
|
| 351 |
+
"esi_labels": [
|
| 352 |
+
1,
|
| 353 |
+
2,
|
| 354 |
+
3,
|
| 355 |
+
4,
|
| 356 |
+
5
|
| 357 |
+
],
|
| 358 |
+
"bio_labels": [
|
| 359 |
+
"O",
|
| 360 |
+
"B-AGE",
|
| 361 |
+
"B-GENDER",
|
| 362 |
+
"B-ARRIVAL",
|
| 363 |
+
"B-BP_SYS",
|
| 364 |
+
"B-BP_DIA",
|
| 365 |
+
"B-HR",
|
| 366 |
+
"B-RR",
|
| 367 |
+
"B-SPO2",
|
| 368 |
+
"B-TEMP",
|
| 369 |
+
"B-PAIN",
|
| 370 |
+
"I-AGE",
|
| 371 |
+
"I-GENDER",
|
| 372 |
+
"I-ARRIVAL",
|
| 373 |
+
"I-BP_SYS",
|
| 374 |
+
"I-BP_DIA",
|
| 375 |
+
"I-HR",
|
| 376 |
+
"I-RR",
|
| 377 |
+
"I-SPO2",
|
| 378 |
+
"I-TEMP",
|
| 379 |
+
"I-PAIN"
|
| 380 |
+
],
|
| 381 |
+
"ner_entity_types": [
|
| 382 |
+
"AGE",
|
| 383 |
+
"GENDER",
|
| 384 |
+
"ARRIVAL",
|
| 385 |
+
"BP_SYS",
|
| 386 |
+
"BP_DIA",
|
| 387 |
+
"HR",
|
| 388 |
+
"RR",
|
| 389 |
+
"SPO2",
|
| 390 |
+
"TEMP",
|
| 391 |
+
"PAIN"
|
| 392 |
+
],
|
| 393 |
+
"outcome_tiers": [
|
| 394 |
+
"OUT-1",
|
| 395 |
+
"OUT-2",
|
| 396 |
+
"OUT-3",
|
| 397 |
+
"OUT-4",
|
| 398 |
+
"OUT-5"
|
| 399 |
+
],
|
| 400 |
+
"disposition_labels": [
|
| 401 |
+
"HOME",
|
| 402 |
+
"ADMITTED",
|
| 403 |
+
"TRANSFER",
|
| 404 |
+
"EXPIRED",
|
| 405 |
+
"LEFT WITHOUT BEING SEEN",
|
| 406 |
+
"ELOPED",
|
| 407 |
+
"LEFT AGAINST MEDICAL ADVICE",
|
| 408 |
+
"OTHER",
|
| 409 |
+
"UNKNOWN"
|
| 410 |
+
],
|
| 411 |
+
"syndrome_labels": [
|
| 412 |
+
"ACS",
|
| 413 |
+
"anaphylaxis",
|
| 414 |
+
"appendicitis_perforation",
|
| 415 |
+
"atrial_fibrillation",
|
| 416 |
+
"dka_hyperglycemic_crisis",
|
| 417 |
+
"ectopic_pregnancy",
|
| 418 |
+
"gi_bleed",
|
| 419 |
+
"heart_failure",
|
| 420 |
+
"major_trauma",
|
| 421 |
+
"meningitis_encephalitis",
|
| 422 |
+
"pneumonia_severe",
|
| 423 |
+
"pulmonary_embolism",
|
| 424 |
+
"sepsis",
|
| 425 |
+
"status_epilepticus",
|
| 426 |
+
"stroke"
|
| 427 |
+
]
|
| 428 |
+
}
|