├── requirements.txt ├── model ├── requirements.txt ├── README.md └── inference.py ├── convert_to_samples.py ├── README.md ├── .gitignore ├── LICENSE.txt └── labels ├── physician_labels.csv ├── nursing_labels.csv └── radiology_labels.csv /requirements.txt: -------------------------------------------------------------------------------- 1 | pandas 2 | fire -------------------------------------------------------------------------------- /model/requirements.txt: -------------------------------------------------------------------------------- 1 | https://s3-us-west-2.amazonaws.com/ai2-s2-scispacy/releases/v0.4.0/en_ner_bc5cdr_md-0.4.0.tar.gz 2 | scispacy==0.4.0 3 | torch==1.9.1 4 | transformers==4.10.3 -------------------------------------------------------------------------------- /model/README.md: -------------------------------------------------------------------------------- 1 | # Assertion Detection - Model Inference 2 | 3 | Here you find a sample inference pipeline for clinical assertion classification. Based on clinical input text, we use [scispacy](https://allenai.github.io/scispacy/) to detect disease entities and apply our [model](https://huggingface.co/bvanaken/clinical-assertion-negation-bert) to classify their assertion types. 4 | 5 | ## How to run demo script: 6 | `pip install -r requirements.txt` 7 | 8 | `python inference.py` 9 | 10 | The sample text can be found (and changed) in [inference.py](https://github.com/bvanaken/clinical-assertion-data/blob/7cebe24ce32bea0cd1f44c73c5ff6de84979a04b/model/inference.py#L94). -------------------------------------------------------------------------------- /convert_to_samples.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | import fire 3 | 4 | 5 | def index_of_punctuation(str, backwards=False): 6 | # Find the index of the next punctuation (to determine sentence boundaries) 7 | punctuations = [".", "\n\n", "!", "?"] 8 | if backwards: 9 | i_punct = -1 10 | for punc in punctuations: 11 | i_temp = str.rfind(punc) 12 | if i_temp > i_punct: 13 | i_punct = i_temp 14 | else: 15 | i_punct = 1000000 16 | for punc in punctuations: 17 | i_temp = str.find(punc) 18 | if i_temp != -1 and i_temp < i_punct: 19 | i_punct = i_temp 20 | return i_punct 21 | 22 | 23 | def create_sentences_from_labels(label_path, mimic_notes_path, save_path="assertion_samples.csv"): 24 | labels_df = pd.read_csv(label_path) 25 | notes_df = pd.read_csv(mimic_notes_path) 26 | 27 | sentences = [] 28 | labels = [] 29 | for i, annotation in labels_df.iterrows(): 30 | start = annotation["start_index"] 31 | end = annotation["end_index"] 32 | 33 | sample = notes_df[notes_df.ROW_ID == annotation["row_id"]].iloc[0] 34 | text = sample.TEXT 35 | 36 | text = text[:start] + " [entity] " + text[start:end] + " [entity] " + text[end:] 37 | 38 | sent_start = index_of_punctuation(text[:start], backwards=True) + 1 39 | sent_end = index_of_punctuation(text[end:], backwards=False) + len(text[:end]) + 1 40 | 41 | sentence = text[sent_start:sent_end].replace("\n", " ").strip() 42 | 43 | sentences.append(sentence) 44 | if annotation["label"] == "PRESENT": 45 | labels.append(0) 46 | elif annotation["label"] == "ABSENT": 47 | labels.append(1) 48 | elif annotation["label"] == "POSSIBLE": 49 | labels.append(2) 50 | 51 | df = pd.DataFrame(columns=["text", "label"]) 52 | df["text"] = sentences 53 | df["label"] = labels 54 | df.to_csv(save_path, index=False) 55 | 56 | 57 | if __name__ == '__main__': 58 | fire.Fire(create_sentences_from_labels) 59 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # clinical-assertion-data 2 | 3 | This repository contains the assertion data introduced in our paper: [Assertion Detection in Clinical Notes: Medical Language Models to the Rescue?](https://www.aclweb.org/anthology/2021.nlpmc-1.5/), NLPMC @ NAACL 2021. 4 | 5 | You can also try out how our best model performs in our [demo application](https://ehr-assertion-detection.demo.datexis.com/). 6 | 7 | The model is also available on the Huggingface model hub: https://huggingface.co/bvanaken/clinical-assertion-negation-bert 8 | 9 | ## Assertion Labels 10 | 11 | We release 5,000 assertion labels manually annotated based on clinical notes from the MIMIC-III database. The table below shows the distribution of labels for the different note types. 12 | 13 | | | PRESENT | POSSIBLE | ABSENT | 14 | | --- | --- | --- | --- | 15 | | Discharge Summaries | 2,610 | 250 | 980 | 16 | | Physician Letters | 204 | 34 | 66 | 17 | | Nurse Letters | 293 | 14 | 59 | 18 | | Radiology Reports | 285 | 67 | 138 | 19 | 20 | ## Creating sample files 21 | 22 | In order to use our data, you need to have access to the MIMIC-III database, which is freely available after completing the steps described here: https://mimic.mit.edu/iv/access/. 23 | 24 | To create training samples from our label files, simply follow these steps: 25 | 26 | 1. Install Requirements: 27 | `pip install -r requirements.txt` 28 | 29 | 2. Run conversion script: 30 | 31 | ``` 32 | python3 convert_to_samples.py \ 33 | --label_path {...} \ # required, path to label file, e.g. labels/nursing_labels.csv 34 | --mimic_notes_path {...} \ # required, path to MIMIC-III NOTEEVENTS.csv 35 | --save_path {...} # path to save created samples 36 | ``` 37 | 3. Don't forget to add the special token `[entity]` to your model vocab for training. 38 | 39 | ## Cite 40 | ``` 41 | @inproceedings{vanAken21, 42 | title = "Assertion Detection in Clinical Notes: Medical Language Models to the Rescue?", 43 | author = "van Aken, Betty and 44 | Trajanovska, Ivana and 45 | Siu, Amy and 46 | Mayrdorfer, Manuel and 47 | Budde, Klemens and 48 | Loeser, Alexander", 49 | booktitle = "Proceedings of the Second Workshop on Natural Language Processing for Medical Conversations", 50 | year = "2021", 51 | publisher = "Association for Computational Linguistics", 52 | url = "https://www.aclweb.org/anthology/2021.nlpmc-1.5" 53 | } 54 | ``` 55 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | pip-wheel-metadata/ 24 | share/python-wheels/ 25 | *.egg-info/ 26 | .installed.cfg 27 | *.egg 28 | MANIFEST 29 | 30 | # PyInstaller 31 | # Usually these files are written by a python script from a template 32 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 33 | *.manifest 34 | *.spec 35 | 36 | # Installer logs 37 | pip-log.txt 38 | pip-delete-this-directory.txt 39 | 40 | # Unit test / coverage reports 41 | htmlcov/ 42 | .tox/ 43 | .nox/ 44 | .coverage 45 | .coverage.* 46 | .cache 47 | nosetests.xml 48 | coverage.xml 49 | *.cover 50 | *.py,cover 51 | .hypothesis/ 52 | .pytest_cache/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | target/ 76 | 77 | # Jupyter Notebook 78 | .ipynb_checkpoints 79 | 80 | # IPython 81 | profile_default/ 82 | ipython_config.py 83 | 84 | # pyenv 85 | .python-version 86 | 87 | # pipenv 88 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 89 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 90 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 91 | # install all needed dependencies. 92 | #Pipfile.lock 93 | 94 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 95 | __pypackages__/ 96 | 97 | # Celery stuff 98 | celerybeat-schedule 99 | celerybeat.pid 100 | 101 | # SageMath parsed files 102 | *.sage.py 103 | 104 | # Environments 105 | .env 106 | .venv 107 | env/ 108 | venv/ 109 | ENV/ 110 | env.bak/ 111 | venv.bak/ 112 | 113 | # Spyder project settings 114 | .spyderproject 115 | .spyproject 116 | 117 | # Rope project settings 118 | .ropeproject 119 | 120 | # mkdocs documentation 121 | /site 122 | 123 | # mypy 124 | .mypy_cache/ 125 | .dmypy.json 126 | dmypy.json 127 | 128 | # Pyre type checker 129 | .pyre/ 130 | 131 | # PyCharm 132 | .idea/ 133 | nenv/ 134 | 135 | # MacOS 136 | .DS_Store -------------------------------------------------------------------------------- /model/inference.py: -------------------------------------------------------------------------------- 1 | """ 2 | This script demonstrates a simple pipeline that takes text as an input, detects disease entities via scispacy and 3 | classifies their assertion type with our assertion classification model. 4 | """ 5 | 6 | from enum import Enum 7 | import re 8 | from typing import List 9 | 10 | import torch 11 | from transformers import AutoTokenizer, AutoModelForSequenceClassification 12 | 13 | import spacy 14 | import scispacy 15 | 16 | nlp = spacy.load("en_ner_bc5cdr_md") 17 | 18 | 19 | class AssertionType(Enum): 20 | PRESENT = 0 21 | ABSENT = 1 22 | POSSIBLE = 2 23 | 24 | 25 | class AnnotatedSentence: 26 | def __init__(self, sentence: str, entity_start_char: int, entity_end_char: int): 27 | self.entity_start_char = entity_start_char 28 | self.entity_end_char = entity_end_char 29 | self.sentence = sentence 30 | self.entity = sentence[entity_start_char:entity_end_char] 31 | 32 | def bert_annotated_text(self) -> str: 33 | return self.sentence[:self.entity_start_char] \ 34 | + "[entity] " + self.entity + " [entity]" \ 35 | + self.sentence[self.entity_end_char:] 36 | 37 | 38 | class EntityWithAssertion: 39 | def __init__(self, entity: str, assertion_type: AssertionType): 40 | self.entity = entity 41 | self.assertion_type = assertion_type 42 | 43 | def __repr__(self) -> str: 44 | return f"{self.assertion_type.name}: {self.entity}" 45 | 46 | 47 | def split_into_sentences(text: str) -> List[str]: 48 | regex_pattern = r"(\.|!|\?)" 49 | split = re.split(regex_pattern, text) # split by punctuation 50 | result = [split[i] + split[i + 1] for i in range(0, len(split) - 1, 2)] # merge punctuation with text 51 | if len(split) % 2 != 0: 52 | result.append(split[-1]) 53 | return [sentence for sentence in result if sentence.strip() != ""] # remove empty strings 54 | 55 | 56 | def build_entity_annotated_sentences(input_sentence) -> List[AnnotatedSentence]: 57 | found_entities = nlp(input_sentence).ents 58 | return [AnnotatedSentence(input_sentence, ent.start_char, ent.end_char) for ent in found_entities if 59 | ent.label_ == "DISEASE"] 60 | 61 | 62 | def classify_assertions_in_sentences(sentences: List[AnnotatedSentence]) -> List[EntityWithAssertion]: 63 | bert_input_texts = [sentence.bert_annotated_text() for sentence in sentences] 64 | 65 | tokenizer = AutoTokenizer.from_pretrained("bvanaken/clinical-assertion-negation-bert") 66 | model = AutoModelForSequenceClassification.from_pretrained("bvanaken/clinical-assertion-negation-bert") 67 | 68 | tokenized_input = tokenizer(bert_input_texts, return_tensors="pt", padding=True) 69 | outputs = model(**tokenized_input) 70 | 71 | predicted_labels = torch.argmax(outputs.logits, dim=1) 72 | 73 | entities_with_assertions = [] 74 | for i, sentence in enumerate(sentences): 75 | label = predicted_labels[i].item() 76 | entity_with_assertion = EntityWithAssertion(sentence.entity, AssertionType(label)) 77 | entities_with_assertions.append(entity_with_assertion) 78 | 79 | return entities_with_assertions 80 | 81 | 82 | def find_and_classify_assertions_in_text(input_text: str) -> List[EntityWithAssertion]: 83 | sentences = split_into_sentences(input_text) 84 | 85 | input_sentences = [] 86 | for sentence in sentences: 87 | entity_annotated_sentences = build_entity_annotated_sentences(sentence) 88 | input_sentences += entity_annotated_sentences 89 | 90 | return classify_assertions_in_sentences(input_sentences) 91 | 92 | 93 | if __name__ == '__main__': 94 | text = "The patient has measles and fever but denies any chest pain. She also has shoulder pain." 95 | 96 | assertions = find_and_classify_assertions_in_text(text) 97 | print(assertions) 98 | -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. Definitions. 8 | 9 | "License" shall mean the terms and conditions for use, reproduction, 10 | and distribution as defined by Sections 1 through 9 of this document. 11 | 12 | "Licensor" shall mean the copyright owner or entity authorized by 13 | the copyright owner that is granting the License. 14 | 15 | "Legal Entity" shall mean the union of the acting entity and all 16 | other entities that control, are controlled by, or are under common 17 | control with that entity. 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-------------------------------------------------------------------------------- 1 | row_id,document_type,document_id,start_index,end_index,label 2 | 325130,physician,159383.0,17,28,PRESENT 3 | 325130,physician,159383.0,30,36,PRESENT 4 | 325130,physician,159383.0,257,269,PRESENT 5 | 325130,physician,159383.0,347,351,PRESENT 6 | 325130,physician,159383.0,356,362,PRESENT 7 | 325130,physician,159383.0,2898,2903,ABSENT 8 | 325130,physician,159383.0,2908,2916,ABSENT 9 | 325130,physician,159383.0,2930,2934,ABSENT 10 | 325130,physician,159383.0,2938,2946,ABSENT 11 | 325130,physician,159383.0,3955,3960,PRESENT 12 | 325130,physician,159383.0,3962,3974,PRESENT 13 | 325130,physician,159383.0,4006,4015,POSSIBLE 14 | 325130,physician,159383.0,4049,4053,POSSIBLE 15 | 325130,physician,159383.0,4054,4060,POSSIBLE 16 | 325130,physician,159383.0,4076,4087,POSSIBLE 17 | 325130,physician,159383.0,4128,4137,POSSIBLE 18 | 325130,physician,159383.0,4141,4166,POSSIBLE 19 | 325130,physician,159383.0,4906,4921,PRESENT 20 | 325130,physician,159383.0,5175,5184,ABSENT 21 | 336778,physician,104717.0,63,80,PRESENT 22 | 336778,physician,104717.0,987,1001,ABSENT 23 | 336778,physician,104717.0,1009,1019,ABSENT 24 | 336778,physician,104717.0,1022,1027,ABSENT 25 | 336778,physician,104717.0,1032,1036,PRESENT 26 | 336778,physician,104717.0,1044,1051,ABSENT 27 | 336778,physician,104717.0,1059,1070,ABSENT 28 | 336778,physician,104717.0,1081,1089,PRESENT 29 | 336778,physician,104717.0,1119,1124,ABSENT 30 | 336778,physician,104717.0,1157,1173,ABSENT 31 | 336778,physician,104717.0,1181,1193,ABSENT 32 | 336778,physician,104717.0,1237,1252,PRESENT 33 | 336778,physician,104717.0,1282,1295,PRESENT 34 | 336778,physician,104717.0,2045,2074,PRESENT 35 | 336778,physician,104717.0,2154,2162,ABSENT 36 | 360287,physician,100020.0,2343,2346,PRESENT 37 | 360287,physician,100020.0,2351,2363,PRESENT 38 | 360287,physician,100020.0,2368,2371,PRESENT 39 | 360328,physician,100020.0,276,288,PRESENT 40 | 360328,physician,100020.0,293,300,PRESENT 41 | 360328,physician,100020.0,353,356,POSSIBLE 42 | 360328,physician,100020.0,578,589,PRESENT 43 | 360328,physician,100020.0,3498,3519,PRESENT 44 | 360328,physician,100020.0,3529,3546,POSSIBLE 45 | 360328,physician,100020.0,4164,4185,PRESENT 46 | 360328,physician,100020.0,4217,4228,PRESENT 47 | 360328,physician,100020.0,4294,4305,PRESENT 48 | 360328,physician,100020.0,4437,4449,PRESENT 49 | 360328,physician,100020.0,4718,4741,PRESENT 50 | 360328,physician,100020.0,4807,4813,PRESENT 51 | 360333,physician,100020.0,98,112,PRESENT 52 | 360333,physician,100020.0,996,998,PRESENT 53 | 360333,physician,100020.0,1000,1017,PRESENT 54 | 360333,physician,100020.0,2458,2465,PRESENT 55 | 360333,physician,100020.0,2516,2528,PRESENT 56 | 360333,physician,100020.0,2653,2662,POSSIBLE 57 | 360333,physician,100020.0,2665,2675,POSSIBLE 58 | 360333,physician,100020.0,2888,2899,PRESENT 59 | 360333,physician,100020.0,3110,3119,POSSIBLE 60 | 360333,physician,100020.0,4715,4726,POSSIBLE 61 | 385321,physician,122236.0,3557,3568,PRESENT 62 | 385321,physician,122236.0,3592,3609,ABSENT 63 | 385321,physician,122236.0,3653,3659,ABSENT 64 | 385321,physician,122236.0,3676,3693,ABSENT 65 | 385321,physician,122236.0,3724,3735,POSSIBLE 66 | 385321,physician,122236.0,4019,4022,PRESENT 67 | 385321,physician,122236.0,4482,4491,PRESENT 68 | 385321,physician,122236.0,4580,4582,POSSIBLE 69 | 399149,physician,129798.0,245,256,PRESENT 70 | 399149,physician,129798.0,261,280,PRESENT 71 | 399149,physician,129798.0,4994,5005,PRESENT 72 | 399149,physician,129798.0,8942,8956,ABSENT 73 | 399149,physician,129798.0,10090,10095,ABSENT 74 | 399149,physician,129798.0,10186,10194,ABSENT 75 | 399149,physician,129798.0,12564,12577,ABSENT 76 | 399149,physician,129798.0,12653,12680,POSSIBLE 77 | 399149,physician,129798.0,12837,12862,POSSIBLE 78 | 441158,physician,100037.0,18,30,PRESENT 79 | 441158,physician,100037.0,32,35,PRESENT 80 | 441158,physician,100037.0,118,126,PRESENT 81 | 441158,physician,100037.0,172,180,PRESENT 82 | 441158,physician,100037.0,312,320,PRESENT 83 | 441158,physician,100037.0,476,492,PRESENT 84 | 441158,physician,100037.0,540,555,PRESENT 85 | 441158,physician,100037.0,641,649,PRESENT 86 | 441158,physician,100037.0,665,673,PRESENT 87 | 441158,physician,100037.0,3890,3900,PRESENT 88 | 441158,physician,100037.0,4113,4120,ABSENT 89 | 441158,physician,100037.0,4122,4127,ABSENT 90 | 441158,physician,100037.0,4214,4224,ABSENT 91 | 441158,physician,100037.0,4291,4315,ABSENT 92 | 441158,physician,100037.0,4421,4429,PRESENT 93 | 441158,physician,100037.0,4570,4574,PRESENT 94 | 441158,physician,100037.0,6087,6095,PRESENT 95 | 441158,physician,100037.0,6136,6139,PRESENT 96 | 441158,physician,100037.0,6144,6156,PRESENT 97 | 441158,physician,100037.0,6176,6194,PRESENT 98 | 441158,physician,100037.0,6240,6251,PRESENT 99 | 441158,physician,100037.0,6272,6288,PRESENT 100 | 441158,physician,100037.0,6537,6544,PRESENT 101 | 441158,physician,100037.0,6546,6561,PRESENT 102 | 441158,physician,100037.0,6599,6614,PRESENT 103 | 441158,physician,100037.0,6616,6629,PRESENT 104 | 441158,physician,100037.0,6631,6647,PRESENT 105 | 441158,physician,100037.0,6660,6685,PRESENT 106 | 441158,physician,100037.0,6847,6851,PRESENT 107 | 441158,physician,100037.0,6958,6964,PRESENT 108 | 441158,physician,100037.0,6975,6979,ABSENT 109 | 441158,physician,100037.0,7000,7008,ABSENT 110 | 441158,physician,100037.0,7012,7022,ABSENT 111 | 441160,physician,100037.0,3789,3799,PRESENT 112 | 441160,physician,100037.0,4012,4019,ABSENT 113 | 441160,physician,100037.0,4021,4026,ABSENT 114 | 441160,physician,100037.0,4028,4034,ABSENT 115 | 441160,physician,100037.0,5948,5958,PRESENT 116 | 441160,physician,100037.0,5994,6007,ABSENT 117 | 441160,physician,100037.0,6009,6032,ABSENT 118 | 441160,physician,100037.0,6037,6045,ABSENT 119 | 441160,physician,100037.0,6081,6089,PRESENT 120 | 441160,physician,100037.0,6293,6296,ABSENT 121 | 441160,physician,100037.0,6377,6385,PRESENT 122 | 441160,physician,100037.0,6426,6429,PRESENT 123 | 441160,physician,100037.0,6434,6446,PRESENT 124 | 441160,physician,100037.0,6607,6622,PRESENT 125 | 441160,physician,100037.0,6981,6998,PRESENT 126 | 441160,physician,100037.0,7022,7040,PRESENT 127 | 441160,physician,100037.0,7462,7472,POSSIBLE 128 | 441160,physician,100037.0,7680,7693,PRESENT 129 | 441160,physician,100037.0,7775,7791,POSSIBLE 130 | 441160,physician,100037.0,7805,7811,POSSIBLE 131 | 441160,physician,100037.0,7821,7825,ABSENT 132 | 529383,physician,100063.0,18,30,PRESENT 133 | 529383,physician,100063.0,33,40,PRESENT 134 | 529383,physician,100063.0,117,127,POSSIBLE 135 | 529383,physician,100063.0,811,818,PRESENT 136 | 529383,physician,100063.0,900,914,PRESENT 137 | 529383,physician,100063.0,916,928,PRESENT 138 | 529383,physician,100063.0,968,985,PRESENT 139 | 529383,physician,100063.0,1051,1060,PRESENT 140 | 529383,physician,100063.0,1433,1453,PRESENT 141 | 529383,physician,100063.0,2624,2638,PRESENT 142 | 529383,physician,100063.0,2640,2646,PRESENT 143 | 529383,physician,100063.0,2648,2654,PRESENT 144 | 529383,physician,100063.0,2656,2664,PRESENT 145 | 529383,physician,100063.0,4444,4449,PRESENT 146 | 529383,physician,100063.0,4521,4525,ABSENT 147 | 529383,physician,100063.0,6105,6121,ABSENT 148 | 529383,physician,100063.0,6444,6467,ABSENT 149 | 529383,physician,100063.0,6521,6524,PRESENT 150 | 529383,physician,100063.0,6529,6551,ABSENT 151 | 529383,physician,100063.0,6752,6766,PRESENT 152 | 529383,physician,100063.0,6786,6806,PRESENT 153 | 529383,physician,100063.0,6815,6822,PRESENT 154 | 529383,physician,100063.0,7705,7717,POSSIBLE 155 | 529383,physician,100063.0,8069,8078,PRESENT 156 | 529383,physician,100063.0,8771,8776,PRESENT 157 | 529383,physician,100063.0,9026,9034,ABSENT 158 | 529383,physician,100063.0,9167,9170,PRESENT 159 | 529383,physician,100063.0,9664,9667,PRESENT 160 | 529394,physician,100063.0,1346,1350,ABSENT 161 | 529394,physician,100063.0,1803,1816,PRESENT 162 | 529394,physician,100063.0,1821,1829,ABSENT 163 | 529494,physician,100063.0,33,40,PRESENT 164 | 529494,physician,100063.0,117,127,POSSIBLE 165 | 529494,physician,100063.0,900,914,PRESENT 166 | 529494,physician,100063.0,916,928,PRESENT 167 | 529494,physician,100063.0,1433,1453,PRESENT 168 | 529494,physician,100063.0,2624,2638,PRESENT 169 | 529494,physician,100063.0,2640,2646,PRESENT 170 | 529494,physician,100063.0,2648,2654,PRESENT 171 | 529494,physician,100063.0,2656,2664,PRESENT 172 | 529494,physician,100063.0,2666,2687,PRESENT 173 | 529494,physician,100063.0,4444,4449,PRESENT 174 | 529494,physician,100063.0,4521,4525,ABSENT 175 | 529494,physician,100063.0,6444,6467,ABSENT 176 | 529494,physician,100063.0,8591,8604,PRESENT 177 | 529494,physician,100063.0,10326,10331,ABSENT 178 | 539675,physician,136860.0,77,103,PRESENT 179 | 539675,physician,136860.0,613,626,PRESENT 180 | 539675,physician,136860.0,698,706,PRESENT 181 | 567564,physician,100003.0,253,268,PRESENT 182 | 567564,physician,100003.0,301,312,PRESENT 183 | 567564,physician,100003.0,572,579,ABSENT 184 | 567564,physician,100003.0,1057,1062,ABSENT 185 | 567564,physician,100003.0,1088,1098,ABSENT 186 | 567564,physician,100003.0,1121,1126,ABSENT 187 | 567564,physician,100003.0,1169,1183,ABSENT 188 | 567564,physician,100003.0,3999,4002,PRESENT 189 | 567564,physician,100003.0,4051,4057,PRESENT 190 | 567564,physician,100003.0,4511,4525,POSSIBLE 191 | 567564,physician,100003.0,4834,4837,PRESENT 192 | 567564,physician,100003.0,4842,4854,PRESENT 193 | 567572,physician,100003.0,32,38,PRESENT 194 | 567572,physician,100003.0,125,146,PRESENT 195 | 567572,physician,100003.0,162,180,PRESENT 196 | 567572,physician,100003.0,189,200,PRESENT 197 | 567572,physician,100003.0,622,636,POSSIBLE 198 | 567572,physician,100003.0,1125,1129,ABSENT 199 | 567572,physician,100003.0,1134,1153,ABSENT 200 | 567572,physician,100003.0,1155,1161,ABSENT 201 | 567572,physician,100003.0,6277,6301,PRESENT 202 | 567572,physician,100003.0,6721,6730,PRESENT 203 | 567572,physician,100003.0,6736,6766,PRESENT 204 | 567572,physician,100003.0,6793,6813,PRESENT 205 | 567572,physician,100003.0,6815,6826,PRESENT 206 | 567572,physician,100003.0,6834,6842,PRESENT 207 | 567572,physician,100003.0,6853,6864,PRESENT 208 | 567572,physician,100003.0,7055,7063,ABSENT 209 | 567572,physician,100003.0,7070,7076,ABSENT 210 | 567572,physician,100003.0,7179,7188,POSSIBLE 211 | 567572,physician,100003.0,7901,7921,POSSIBLE 212 | 567572,physician,100003.0,7963,7974,PRESENT 213 | 567572,physician,100003.0,8197,8202,PRESENT 214 | 567572,physician,100003.0,8291,8295,POSSIBLE 215 | 567572,physician,100003.0,8592,8595,PRESENT 216 | 567572,physician,100003.0,8606,8618,PRESENT 217 | 567637,physician,100003.0,368,384,PRESENT 218 | 567637,physician,100003.0,718,721,PRESENT 219 | 567637,physician,100003.0,723,725,PRESENT 220 | 567637,physician,100003.0,727,729,PRESENT 221 | 567637,physician,100003.0,734,737,PRESENT 222 | 567637,physician,100003.0,4316,4320,PRESENT 223 | 567637,physician,100003.0,4378,4398,PRESENT 224 | 567637,physician,100003.0,4442,4447,POSSIBLE 225 | 567637,physician,100003.0,4571,4579,ABSENT 226 | 567637,physician,100003.0,4599,4615,POSSIBLE 227 | 567637,physician,100003.0,4704,4714,PRESENT 228 | 567637,physician,100003.0,4760,4766,PRESENT 229 | 567637,physician,100003.0,5132,5141,PRESENT 230 | 567637,physician,100003.0,5173,5187,PRESENT 231 | 578106,physician,111274.0,175,185,PRESENT 232 | 578106,physician,111274.0,209,235,ABSENT 233 | 578106,physician,111274.0,239,253,ABSENT 234 | 578106,physician,111274.0,291,302,ABSENT 235 | 578106,physician,111274.0,318,330,ABSENT 236 | 578106,physician,111274.0,601,615,ABSENT 237 | 578106,physician,111274.0,4601,4605,PRESENT 238 | 578106,physician,111274.0,4607,4610,PRESENT 239 | 578106,physician,111274.0,4612,4615,PRESENT 240 | 578106,physician,111274.0,4680,4690,PRESENT 241 | 578106,physician,111274.0,4692,4702,PRESENT 242 | 578106,physician,111274.0,4704,4707,PRESENT 243 | 578106,physician,111274.0,4713,4716,PRESENT 244 | 578106,physician,111274.0,4725,4735,PRESENT 245 | 578106,physician,111274.0,4777,4792,PRESENT 246 | 578106,physician,111274.0,4797,4800,PRESENT 247 | 578106,physician,111274.0,4826,4845,POSSIBLE 248 | 578106,physician,111274.0,4923,4928,POSSIBLE 249 | 578106,physician,111274.0,4944,4954,PRESENT 250 | 578106,physician,111274.0,5024,5036,ABSENT 251 | 578106,physician,111274.0,5087,5095,PRESENT 252 | 578106,physician,111274.0,5120,5132,PRESENT 253 | 654781,physician,172885.0,582,596,PRESENT 254 | 654781,physician,172885.0,2903,2911,ABSENT 255 | 654781,physician,172885.0,2919,2928,ABSENT 256 | 654781,physician,172885.0,4232,4245,PRESENT 257 | 654781,physician,172885.0,4297,4311,PRESENT 258 | 654781,physician,172885.0,4320,4334,PRESENT 259 | 699868,physician,100018.0,118,121,PRESENT 260 | 699868,physician,100018.0,139,142,PRESENT 261 | 699868,physician,100018.0,153,173,PRESENT 262 | 699868,physician,100018.0,183,195,PRESENT 263 | 699868,physician,100018.0,201,228,PRESENT 264 | 699868,physician,100018.0,467,477,PRESENT 265 | 699868,physician,100018.0,533,563,PRESENT 266 | 699868,physician,100018.0,661,670,POSSIBLE 267 | 699868,physician,100018.0,4632,4640,PRESENT 268 | 699868,physician,100018.0,5390,5410,PRESENT 269 | 699911,physician,100018.0,153,173,PRESENT 270 | 699911,physician,100018.0,175,195,PRESENT 271 | 699911,physician,100018.0,467,477,PRESENT 272 | 699911,physician,100018.0,533,563,PRESENT 273 | 699911,physician,100018.0,661,670,POSSIBLE 274 | 699911,physician,100018.0,973,997,PRESENT 275 | 699911,physician,100018.0,3726,3740,ABSENT 276 | 699911,physician,100018.0,4931,4951,PRESENT 277 | 699911,physician,100018.0,4961,4973,PRESENT 278 | 699911,physician,100018.0,5412,5425,PRESENT 279 | 699911,physician,100018.0,5953,5974,PRESENT 280 | 699911,physician,100018.0,6115,6135,PRESENT 281 | 699999,physician,100018.0,533,563,PRESENT 282 | 699999,physician,100018.0,661,670,POSSIBLE 283 | 699999,physician,100018.0,989,1013,PRESENT 284 | 699999,physician,100018.0,1156,1177,PRESENT 285 | 699999,physician,100018.0,1192,1205,PRESENT 286 | 699999,physician,100018.0,1211,1229,PRESENT 287 | 699999,physician,100018.0,1277,1305,PRESENT 288 | 699999,physician,100018.0,1370,1389,PRESENT 289 | 699999,physician,100018.0,1471,1494,PRESENT 290 | 699999,physician,100018.0,1575,1591,PRESENT 291 | 699999,physician,100018.0,1596,1604,PRESENT 292 | 699999,physician,100018.0,1620,1632,PRESENT 293 | 699999,physician,100018.0,1648,1661,PRESENT 294 | 699999,physician,100018.0,1694,1716,PRESENT 295 | 699999,physician,100018.0,6492,6502,PRESENT 296 | 699999,physician,100018.0,6979,6992,PRESENT 297 | 700002,physician,100018.0,153,173,PRESENT 298 | 700002,physician,100018.0,183,195,PRESENT 299 | 700002,physician,100018.0,229,246,PRESENT 300 | 700002,physician,100018.0,467,477,PRESENT 301 | 700002,physician,100018.0,533,563,PRESENT 302 | 700144,physician,100018.0,352,405,PRESENT 303 | 700144,physician,100018.0,420,433,PRESENT 304 | 700144,physician,100018.0,598,617,PRESENT 305 | 700144,physician,100018.0,699,722,PRESENT 306 | -------------------------------------------------------------------------------- /labels/nursing_labels.csv: -------------------------------------------------------------------------------- 1 | row_id,document_type,document_id,start_index,end_index,label 2 | 333116,nursing,133635.0,0,20,PRESENT 3 | 333116,nursing,133635.0,30,39,ABSENT 4 | 333116,nursing,133635.0,99,119,PRESENT 5 | 333116,nursing,133635.0,297,318,PRESENT 6 | 333116,nursing,133635.0,507,520,PRESENT 7 | 333116,nursing,133635.0,940,948,PRESENT 8 | 333116,nursing,133635.0,1031,1054,PRESENT 9 | 333116,nursing,133635.0,1129,1137,PRESENT 10 | 333116,nursing,133635.0,1512,1534,PRESENT 11 | 352253,nursing,115545.0,0,19,PRESENT 12 | 352253,nursing,115545.0,32,36,ABSENT 13 | 373583,nursing,100102.0,15,18,PRESENT 14 | 373583,nursing,100102.0,23,27,PRESENT 15 | 373583,nursing,100102.0,52,59,PRESENT 16 | 373583,nursing,100102.0,61,68,PRESENT 17 | 373583,nursing,100102.0,121,124,PRESENT 18 | 373583,nursing,100102.0,162,170,PRESENT 19 | 373583,nursing,100102.0,208,210,ABSENT 20 | 373583,nursing,100102.0,380,403,PRESENT 21 | 373583,nursing,100102.0,408,433,PRESENT 22 | 373583,nursing,100102.0,531,546,PRESENT 23 | 373583,nursing,100102.0,757,778,POSSIBLE 24 | 373583,nursing,100102.0,1013,1036,PRESENT 25 | 373583,nursing,100102.0,1038,1041,PRESENT 26 | 373583,nursing,100102.0,1043,1058,PRESENT 27 | 373583,nursing,100102.0,1060,1077,PRESENT 28 | 373583,nursing,100102.0,1221,1225,PRESENT 29 | 373583,nursing,100102.0,1252,1262,PRESENT 30 | 373583,nursing,100102.0,1319,1329,PRESENT 31 | 373583,nursing,100102.0,1502,1512,PRESENT 32 | 373594,nursing,100102.0,17,20,PRESENT 33 | 373594,nursing,100102.0,68,91,PRESENT 34 | 373594,nursing,100102.0,93,96,PRESENT 35 | 373594,nursing,100102.0,98,113,PRESENT 36 | 373594,nursing,100102.0,115,132,PRESENT 37 | 373594,nursing,100102.0,164,167,PRESENT 38 | 373594,nursing,100102.0,258,262,PRESENT 39 | 373597,nursing,100102.0,17,20,PRESENT 40 | 373597,nursing,100102.0,68,91,PRESENT 41 | 373597,nursing,100102.0,93,96,PRESENT 42 | 373597,nursing,100102.0,98,113,PRESENT 43 | 373597,nursing,100102.0,115,132,PRESENT 44 | 373597,nursing,100102.0,164,167,PRESENT 45 | 373597,nursing,100102.0,258,262,PRESENT 46 | 373597,nursing,100102.0,308,316,ABSENT 47 | 373598,nursing,100102.0,115,132,PRESENT 48 | 373598,nursing,100102.0,164,167,PRESENT 49 | 373598,nursing,100102.0,258,262,PRESENT 50 | 373598,nursing,100102.0,308,316,ABSENT 51 | 373615,nursing,100102.0,17,20,PRESENT 52 | 373615,nursing,100102.0,68,91,PRESENT 53 | 373615,nursing,100102.0,93,96,PRESENT 54 | 373615,nursing,100102.0,98,113,PRESENT 55 | 373615,nursing,100102.0,115,132,PRESENT 56 | 373615,nursing,100102.0,164,167,PRESENT 57 | 373615,nursing,100102.0,258,262,PRESENT 58 | 373615,nursing,100102.0,308,316,ABSENT 59 | 375232,nursing,100117.0,28,32,PRESENT 60 | 375232,nursing,100117.0,34,41,PRESENT 61 | 375232,nursing,100117.0,43,49,PRESENT 62 | 375232,nursing,100117.0,51,55,PRESENT 63 | 375232,nursing,100117.0,57,80,PRESENT 64 | 375232,nursing,100117.0,82,102,PRESENT 65 | 375232,nursing,100117.0,303,312,PRESENT 66 | 375232,nursing,100117.0,350,367,PRESENT 67 | 375232,nursing,100117.0,388,397,PRESENT 68 | 375232,nursing,100117.0,615,621,PRESENT 69 | 375232,nursing,100117.0,623,629,PRESENT 70 | 375232,nursing,100117.0,859,866,PRESENT 71 | 375232,nursing,100117.0,868,883,PRESENT 72 | 375232,nursing,100117.0,891,903,PRESENT 73 | 375232,nursing,100117.0,961,980,PRESENT 74 | 375232,nursing,100117.0,1337,1345,ABSENT 75 | 375232,nursing,100117.0,1349,1354,ABSENT 76 | 375232,nursing,100117.0,1439,1448,POSSIBLE 77 | 375232,nursing,100117.0,1469,1476,PRESENT 78 | 375232,nursing,100117.0,1481,1489,PRESENT 79 | 375232,nursing,100117.0,1887,1893,PRESENT 80 | 375232,nursing,100117.0,1915,1925,PRESENT 81 | 375232,nursing,100117.0,1927,1937,PRESENT 82 | 375232,nursing,100117.0,1939,1947,PRESENT 83 | 375232,nursing,100117.0,2040,2044,PRESENT 84 | 375232,nursing,100117.0,2046,2066,PRESENT 85 | 375232,nursing,100117.0,2217,2223,PRESENT 86 | 375232,nursing,100117.0,2801,2810,PRESENT 87 | 375232,nursing,100117.0,2843,2846,PRESENT 88 | 375232,nursing,100117.0,2989,3004,PRESENT 89 | 375232,nursing,100117.0,3006,3013,PRESENT 90 | 375232,nursing,100117.0,3021,3033,PRESENT 91 | 375244,nursing,100117.0,28,32,PRESENT 92 | 375244,nursing,100117.0,34,41,PRESENT 93 | 375244,nursing,100117.0,43,49,PRESENT 94 | 375244,nursing,100117.0,51,55,PRESENT 95 | 375244,nursing,100117.0,57,80,PRESENT 96 | 375244,nursing,100117.0,82,102,PRESENT 97 | 375244,nursing,100117.0,303,312,PRESENT 98 | 375244,nursing,100117.0,350,367,PRESENT 99 | 375244,nursing,100117.0,388,397,PRESENT 100 | 375244,nursing,100117.0,859,866,PRESENT 101 | 375244,nursing,100117.0,868,883,PRESENT 102 | 375244,nursing,100117.0,891,903,PRESENT 103 | 375244,nursing,100117.0,961,980,PRESENT 104 | 375244,nursing,100117.0,1337,1345,ABSENT 105 | 375244,nursing,100117.0,1349,1354,ABSENT 106 | 375244,nursing,100117.0,1439,1448,POSSIBLE 107 | 375244,nursing,100117.0,1469,1476,PRESENT 108 | 375244,nursing,100117.0,1481,1489,PRESENT 109 | 375244,nursing,100117.0,1887,1893,PRESENT 110 | 375244,nursing,100117.0,1927,1937,PRESENT 111 | 375244,nursing,100117.0,2040,2044,PRESENT 112 | 375244,nursing,100117.0,2046,2058,PRESENT 113 | 375244,nursing,100117.0,2110,2123,PRESENT 114 | 375244,nursing,100117.0,2989,3004,PRESENT 115 | 375244,nursing,100117.0,3006,3013,PRESENT 116 | 375244,nursing,100117.0,3021,3033,PRESENT 117 | 397847,nursing,185350.0,58,62,PRESENT 118 | 397847,nursing,185350.0,67,80,PRESENT 119 | 397847,nursing,185350.0,152,155,PRESENT 120 | 397847,nursing,185350.0,173,177,PRESENT 121 | 397847,nursing,185350.0,345,354,PRESENT 122 | 397847,nursing,185350.0,440,451,PRESENT 123 | 397847,nursing,185350.0,457,461,ABSENT 124 | 397847,nursing,185350.0,906,932,PRESENT 125 | 397847,nursing,185350.0,938,942,ABSENT 126 | 397847,nursing,185350.0,1531,1543,PRESENT 127 | 397847,nursing,185350.0,1616,1635,PRESENT 128 | 402633,nursing,100063.0,99,107,PRESENT 129 | 402633,nursing,100063.0,661,667,ABSENT 130 | 402633,nursing,100063.0,669,675,ABSENT 131 | 402633,nursing,100063.0,677,683,ABSENT 132 | 414005,nursing,107505.0,256,278,PRESENT 133 | 414005,nursing,107505.0,314,335,PRESENT 134 | 414005,nursing,107505.0,472,493,PRESENT 135 | 414005,nursing,107505.0,498,517,PRESENT 136 | 414005,nursing,107505.0,705,709,ABSENT 137 | 416207,nursing,181458.0,192,195,PRESENT 138 | 416207,nursing,181458.0,408,417,ABSENT 139 | 441175,nursing,100037.0,18,30,PRESENT 140 | 441175,nursing,100037.0,32,35,PRESENT 141 | 441175,nursing,100037.0,172,180,PRESENT 142 | 441175,nursing,100037.0,924,931,PRESENT 143 | 441175,nursing,100037.0,982,999,PRESENT 144 | 441175,nursing,100037.0,1814,1819,PRESENT 145 | 441175,nursing,100037.0,2572,2583,PRESENT 146 | 441381,nursing,100037.0,18,30,PRESENT 147 | 441381,nursing,100037.0,172,180,PRESENT 148 | 482551,nursing,100116.0,306,315,PRESENT 149 | 482569,nursing,100116.0,210,231,PRESENT 150 | 482569,nursing,100116.0,233,278,PRESENT 151 | 482569,nursing,100116.0,291,301,PRESENT 152 | 482569,nursing,100116.0,328,337,PRESENT 153 | 482569,nursing,100116.0,662,677,PRESENT 154 | 482569,nursing,100116.0,1765,1775,PRESENT 155 | 482671,nursing,100116.0,0,6,PRESENT 156 | 482671,nursing,100116.0,18,37,PRESENT 157 | 482671,nursing,100116.0,42,65,PRESENT 158 | 482671,nursing,100116.0,311,319,ABSENT 159 | 482677,nursing,100116.0,0,6,PRESENT 160 | 482677,nursing,100116.0,18,37,PRESENT 161 | 482677,nursing,100116.0,42,65,PRESENT 162 | 482677,nursing,100116.0,1072,1077,PRESENT 163 | 482677,nursing,100116.0,1098,1103,POSSIBLE 164 | 482678,nursing,100116.0,230,251,PRESENT 165 | 482678,nursing,100116.0,256,278,PRESENT 166 | 482678,nursing,100116.0,509,525,PRESENT 167 | 482678,nursing,100116.0,606,612,PRESENT 168 | 482678,nursing,100116.0,624,643,PRESENT 169 | 482678,nursing,100116.0,689,704,POSSIBLE 170 | 482678,nursing,100116.0,851,856,PRESENT 171 | 482678,nursing,100116.0,1012,1020,ABSENT 172 | 482678,nursing,100116.0,1867,1872,PRESENT 173 | 482678,nursing,100116.0,1892,1897,POSSIBLE 174 | 482698,nursing,100116.0,240,261,PRESENT 175 | 482698,nursing,100116.0,266,288,PRESENT 176 | 482698,nursing,100116.0,325,336,PRESENT 177 | 482698,nursing,100116.0,361,394,PRESENT 178 | 482698,nursing,100116.0,519,534,PRESENT 179 | 482698,nursing,100116.0,616,622,PRESENT 180 | 482698,nursing,100116.0,634,653,PRESENT 181 | 482698,nursing,100116.0,658,681,PRESENT 182 | 482698,nursing,100116.0,699,714,POSSIBLE 183 | 482698,nursing,100116.0,1228,1235,ABSENT 184 | 482699,nursing,100116.0,240,261,PRESENT 185 | 482699,nursing,100116.0,266,288,PRESENT 186 | 482699,nursing,100116.0,325,336,PRESENT 187 | 482699,nursing,100116.0,519,534,PRESENT 188 | 482699,nursing,100116.0,616,622,PRESENT 189 | 482699,nursing,100116.0,634,653,PRESENT 190 | 482699,nursing,100116.0,735,751,PRESENT 191 | 482699,nursing,100116.0,949,954,PRESENT 192 | 482699,nursing,100116.0,1336,1343,ABSENT 193 | 482703,nursing,100116.0,240,261,PRESENT 194 | 482703,nursing,100116.0,266,288,PRESENT 195 | 482703,nursing,100116.0,325,336,PRESENT 196 | 482703,nursing,100116.0,361,394,PRESENT 197 | 482703,nursing,100116.0,519,535,PRESENT 198 | 482703,nursing,100116.0,616,622,PRESENT 199 | 482703,nursing,100116.0,634,653,PRESENT 200 | 482703,nursing,100116.0,658,681,PRESENT 201 | 482703,nursing,100116.0,699,714,PRESENT 202 | 482703,nursing,100116.0,1336,1343,ABSENT 203 | 482710,nursing,100116.0,240,261,PRESENT 204 | 482710,nursing,100116.0,266,288,PRESENT 205 | 482710,nursing,100116.0,325,336,PRESENT 206 | 482710,nursing,100116.0,361,394,PRESENT 207 | 482710,nursing,100116.0,616,622,PRESENT 208 | 482710,nursing,100116.0,634,653,PRESENT 209 | 482710,nursing,100116.0,658,681,PRESENT 210 | 482710,nursing,100116.0,699,714,POSSIBLE 211 | 482710,nursing,100116.0,1356,1363,ABSENT 212 | 482798,nursing,100116.0,0,6,PRESENT 213 | 482798,nursing,100116.0,1202,1211,PRESENT 214 | 482798,nursing,100116.0,1308,1320,PRESENT 215 | 482996,nursing,148886.0,0,12,PRESENT 216 | 482996,nursing,148886.0,113,123,PRESENT 217 | 482996,nursing,148886.0,206,230,PRESENT 218 | 482996,nursing,148886.0,446,450,ABSENT 219 | 482996,nursing,148886.0,454,462,ABSENT 220 | 482996,nursing,148886.0,657,664,PRESENT 221 | 508398,nursing,121846.0,34,46,PRESENT 222 | 508398,nursing,121846.0,60,67,PRESENT 223 | 508398,nursing,121846.0,141,160,PRESENT 224 | 508398,nursing,121846.0,665,686,PRESENT 225 | 508398,nursing,121846.0,692,700,ABSENT 226 | 508398,nursing,121846.0,919,928,PRESENT 227 | 508398,nursing,121846.0,1105,1114,PRESENT 228 | 508398,nursing,121846.0,1707,1711,PRESENT 229 | 508398,nursing,121846.0,1746,1753,PRESENT 230 | 508398,nursing,121846.0,1780,1795,PRESENT 231 | 508398,nursing,121846.0,1829,1844,PRESENT 232 | 508398,nursing,121846.0,1890,1893,PRESENT 233 | 508398,nursing,121846.0,2464,2470,PRESENT 234 | 513464,nursing,127133.0,63,73,PRESENT 235 | 513464,nursing,127133.0,112,125,PRESENT 236 | 513464,nursing,127133.0,814,817,PRESENT 237 | 514601,nursing,172000.0,19,23,PRESENT 238 | 514601,nursing,172000.0,25,29,PRESENT 239 | 514601,nursing,172000.0,103,115,PRESENT 240 | 514601,nursing,172000.0,1440,1453,PRESENT 241 | 514601,nursing,172000.0,1944,1952,ABSENT 242 | 514601,nursing,172000.0,2148,2159,PRESENT 243 | 514601,nursing,172000.0,2747,2752,PRESENT 244 | 516448,nursing,127507.0,453,472,PRESENT 245 | 516448,nursing,127507.0,828,851,PRESENT 246 | 516448,nursing,127507.0,1799,1825,PRESENT 247 | 516448,nursing,127507.0,2089,2112,PRESENT 248 | 516448,nursing,127507.0,3011,3030,PRESENT 249 | 524009,nursing,123252.0,9,11,PRESENT 250 | 524009,nursing,123252.0,13,17,PRESENT 251 | 524009,nursing,123252.0,60,66,POSSIBLE 252 | 524009,nursing,123252.0,71,83,PRESENT 253 | 524009,nursing,123252.0,428,432,PRESENT 254 | 524009,nursing,123252.0,1515,1519,ABSENT 255 | 524009,nursing,123252.0,1523,1526,ABSENT 256 | 524009,nursing,123252.0,2556,2573,PRESENT 257 | 529359,nursing,100063.0,265,279,PRESENT 258 | 529359,nursing,100063.0,287,304,PRESENT 259 | 529359,nursing,100063.0,403,410,POSSIBLE 260 | 529359,nursing,100063.0,680,687,PRESENT 261 | 529359,nursing,100063.0,697,715,ABSENT 262 | 529411,nursing,100063.0,1180,1187,PRESENT 263 | 529411,nursing,100063.0,1197,1215,ABSENT 264 | 529411,nursing,100063.0,1251,1258,PRESENT 265 | 529541,nursing,100063.0,357,364,ABSENT 266 | 529541,nursing,100063.0,494,498,ABSENT 267 | 529541,nursing,100063.0,505,513,ABSENT 268 | 529541,nursing,100063.0,967,974,PRESENT 269 | 529541,nursing,100063.0,984,1002,ABSENT 270 | 529541,nursing,100063.0,1038,1058,PRESENT 271 | 529541,nursing,100063.0,1261,1268,ABSENT 272 | 529541,nursing,100063.0,1370,1378,ABSENT 273 | 529601,nursing,100063.0,403,410,PRESENT 274 | 529601,nursing,100063.0,732,738,ABSENT 275 | 529697,nursing,100063.0,641,648,PRESENT 276 | 529697,nursing,100063.0,658,676,ABSENT 277 | 529697,nursing,100063.0,710,730,PRESENT 278 | 529697,nursing,100063.0,868,875,ABSENT 279 | 529697,nursing,100063.0,983,991,ABSENT 280 | 529697,nursing,100063.0,1003,1014,ABSENT 281 | 567608,nursing,100003.0,34,43,PRESENT 282 | 567608,nursing,100003.0,45,77,PRESENT 283 | 567608,nursing,100003.0,79,97,PRESENT 284 | 567608,nursing,100003.0,126,149,PRESENT 285 | 567608,nursing,100003.0,514,528,ABSENT 286 | 567608,nursing,100003.0,557,566,POSSIBLE 287 | 567608,nursing,100003.0,724,731,PRESENT 288 | 567608,nursing,100003.0,818,840,PRESENT 289 | 567608,nursing,100003.0,857,865,PRESENT 290 | 567608,nursing,100003.0,867,870,PRESENT 291 | 567608,nursing,100003.0,917,928,PRESENT 292 | 591606,nursing,187701.0,56,72,PRESENT 293 | 591606,nursing,187701.0,74,86,PRESENT 294 | 591606,nursing,187701.0,95,118,PRESENT 295 | 591606,nursing,187701.0,136,147,PRESENT 296 | 591606,nursing,187701.0,149,162,PRESENT 297 | 591606,nursing,187701.0,170,189,PRESENT 298 | 591606,nursing,187701.0,218,260,PRESENT 299 | 591606,nursing,187701.0,275,282,PRESENT 300 | 591606,nursing,187701.0,580,609,PRESENT 301 | 593721,nursing,128859.0,0,13,PRESENT 302 | 600398,nursing,141118.0,2405,2410,PRESENT 303 | 600398,nursing,141118.0,3031,3042,PRESENT 304 | 600398,nursing,141118.0,3112,3116,PRESENT 305 | 600398,nursing,141118.0,3570,3589,PRESENT 306 | 600398,nursing,141118.0,3710,3715,ABSENT 307 | 600398,nursing,141118.0,3717,3720,ABSENT 308 | 600398,nursing,141118.0,4011,4018,PRESENT 309 | 600398,nursing,141118.0,4044,4052,PRESENT 310 | 606385,nursing,109478.0,34,37,PRESENT 311 | 606385,nursing,109478.0,148,163,PRESENT 312 | 606385,nursing,109478.0,190,216,PRESENT 313 | 647740,nursing,169151.0,0,5,PRESENT 314 | 647740,nursing,169151.0,7,19,PRESENT 315 | 647740,nursing,169151.0,21,28,PRESENT 316 | 647740,nursing,169151.0,34,57,ABSENT 317 | 647740,nursing,169151.0,810,821,PRESENT 318 | 693941,nursing,164843.0,24,27,PRESENT 319 | 693941,nursing,164843.0,231,234,PRESENT 320 | 693941,nursing,164843.0,580,595,PRESENT 321 | 693941,nursing,164843.0,602,613,PRESENT 322 | 693941,nursing,164843.0,618,630,PRESENT 323 | 693941,nursing,164843.0,866,877,PRESENT 324 | 693941,nursing,164843.0,1094,1105,PRESENT 325 | 699812,nursing,100018.0,288,294,ABSENT 326 | 700860,nursing,100072.0,88,101,PRESENT 327 | 700860,nursing,100072.0,146,152,PRESENT 328 | 700860,nursing,100072.0,175,180,PRESENT 329 | 700860,nursing,100072.0,207,215,PRESENT 330 | 700860,nursing,100072.0,217,223,PRESENT 331 | 700860,nursing,100072.0,228,234,PRESENT 332 | 700860,nursing,100072.0,244,250,ABSENT 333 | 700860,nursing,100072.0,254,259,ABSENT 334 | 700860,nursing,100072.0,260,263,ABSENT 335 | 700896,nursing,100072.0,69,72,PRESENT 336 | 700896,nursing,100072.0,88,101,PRESENT 337 | 700896,nursing,100072.0,146,152,PRESENT 338 | 700896,nursing,100072.0,175,180,PRESENT 339 | 700896,nursing,100072.0,207,215,PRESENT 340 | 700896,nursing,100072.0,217,223,PRESENT 341 | 700896,nursing,100072.0,228,234,PRESENT 342 | 700896,nursing,100072.0,244,250,ABSENT 343 | 700896,nursing,100072.0,254,259,ABSENT 344 | 700896,nursing,100072.0,260,263,ABSENT 345 | 700896,nursing,100072.0,531,552,PRESENT 346 | 700896,nursing,100072.0,554,557,PRESENT 347 | 700896,nursing,100072.0,597,601,PRESENT 348 | 700896,nursing,100072.0,679,686,PRESENT 349 | 700896,nursing,100072.0,697,702,PRESENT 350 | 700896,nursing,100072.0,881,889,PRESENT 351 | 700896,nursing,100072.0,894,901,PRESENT 352 | 701053,nursing,100072.0,69,72,PRESENT 353 | 701053,nursing,100072.0,88,101,PRESENT 354 | 701053,nursing,100072.0,146,152,PRESENT 355 | 701053,nursing,100072.0,175,180,PRESENT 356 | 701053,nursing,100072.0,207,215,PRESENT 357 | 701053,nursing,100072.0,217,223,PRESENT 358 | 701053,nursing,100072.0,228,234,PRESENT 359 | 701053,nursing,100072.0,244,250,ABSENT 360 | 701053,nursing,100072.0,254,259,ABSENT 361 | 701053,nursing,100072.0,260,263,ABSENT 362 | 724567,nursing,142980.0,444,471,POSSIBLE 363 | 730477,nursing,193457.0,445,455,ABSENT 364 | 730477,nursing,193457.0,646,649,ABSENT 365 | 730477,nursing,193457.0,865,867,ABSENT 366 | 730477,nursing,193457.0,1164,1173,POSSIBLE 367 | 730477,nursing,193457.0,1480,1488,POSSIBLE 368 | -------------------------------------------------------------------------------- /labels/radiology_labels.csv: -------------------------------------------------------------------------------- 1 | row_id,document_type,document_id,start_index,end_index,label 2 | 749199,radiology,111338.0,435,438,PRESENT 3 | 749199,radiology,111338.0,461,474,PRESENT 4 | 749199,radiology,111338.0,476,479,PRESENT 5 | 749199,radiology,111338.0,483,503,PRESENT 6 | 749199,radiology,111338.0,509,519,PRESENT 7 | 749199,radiology,111338.0,537,548,PRESENT 8 | 749199,radiology,111338.0,858,870,PRESENT 9 | 749199,radiology,111338.0,894,914,PRESENT 10 | 749199,radiology,111338.0,922,925,PRESENT 11 | 749199,radiology,111338.0,1696,1704,PRESENT 12 | 749199,radiology,111338.0,1831,1847,PRESENT 13 | 751278,radiology,100017.0,356,377,PRESENT 14 | 751278,radiology,100017.0,641,649,PRESENT 15 | 751278,radiology,100017.0,806,818,ABSENT 16 | 751278,radiology,100017.0,824,847,ABSENT 17 | 771362,radiology,139374.0,303,315,PRESENT 18 | 771362,radiology,139374.0,653,666,PRESENT 19 | 771362,radiology,139374.0,692,701,POSSIBLE 20 | 771362,radiology,139374.0,982,993,PRESENT 21 | 771362,radiology,139374.0,1456,1469,POSSIBLE 22 | 783338,radiology,100006.0,156,160,PRESENT 23 | 783338,radiology,100006.0,334,357,PRESENT 24 | 783338,radiology,100006.0,359,377,PRESENT 25 | 783338,radiology,100006.0,644,663,PRESENT 26 | 783338,radiology,100006.0,668,684,PRESENT 27 | 783338,radiology,100006.0,1095,1112,ABSENT 28 | 783338,radiology,100006.0,1120,1132,ABSENT 29 | 783338,radiology,100006.0,1365,1374,ABSENT 30 | 783338,radiology,100006.0,1391,1395,PRESENT 31 | 783579,radiology,100006.0,322,345,PRESENT 32 | 783579,radiology,100006.0,347,365,PRESENT 33 | 783579,radiology,100006.0,676,682,PRESENT 34 | 783579,radiology,100006.0,704,711,PRESENT 35 | 783579,radiology,100006.0,856,886,ABSENT 36 | 783579,radiology,100006.0,921,954,ABSENT 37 | 783579,radiology,100006.0,970,987,ABSENT 38 | 783579,radiology,100006.0,1078,1113,ABSENT 39 | 783851,radiology,100006.0,163,165,PRESENT 40 | 783851,radiology,100006.0,341,357,PRESENT 41 | 783851,radiology,100006.0,366,369,PRESENT 42 | 783851,radiology,100006.0,418,430,PRESENT 43 | 783851,radiology,100006.0,858,873,PRESENT 44 | 783851,radiology,100006.0,878,895,PRESENT 45 | 783851,radiology,100006.0,924,936,PRESENT 46 | 783851,radiology,100006.0,941,959,PRESENT 47 | 783851,radiology,100006.0,1385,1402,ABSENT 48 | 783851,radiology,100006.0,1417,1464,ABSENT 49 | 783851,radiology,100006.0,1566,1579,PRESENT 50 | 783851,radiology,100006.0,1645,1661,PRESENT 51 | 783851,radiology,100006.0,1696,1730,ABSENT 52 | 783851,radiology,100006.0,1775,1799,PRESENT 53 | 783851,radiology,100006.0,1837,1854,PRESENT 54 | 784026,radiology,100006.0,385,397,PRESENT 55 | 784026,radiology,100006.0,867,879,ABSENT 56 | 784639,radiology,117764.0,307,310,PRESENT 57 | 784639,radiology,117764.0,359,369,PRESENT 58 | 784639,radiology,117764.0,765,785,PRESENT 59 | 784639,radiology,117764.0,938,949,POSSIBLE 60 | 784639,radiology,117764.0,953,962,POSSIBLE 61 | 784639,radiology,117764.0,999,1017,PRESENT 62 | 784639,radiology,117764.0,1233,1242,POSSIBLE 63 | 786795,radiology,151380.0,358,363,POSSIBLE 64 | 786795,radiology,151380.0,565,578,POSSIBLE 65 | 786795,radiology,151380.0,643,660,PRESENT 66 | 786795,radiology,151380.0,868,887,ABSENT 67 | 786795,radiology,151380.0,1189,1197,PRESENT 68 | 786795,radiology,151380.0,1262,1286,PRESENT 69 | 786795,radiology,151380.0,1334,1355,PRESENT 70 | 786795,radiology,151380.0,1557,1575,POSSIBLE 71 | 786795,radiology,151380.0,1581,1594,POSSIBLE 72 | 788936,radiology,110980.0,686,695,ABSENT 73 | 788936,radiology,110980.0,863,884,PRESENT 74 | 788936,radiology,110980.0,1071,1079,ABSENT 75 | 788936,radiology,110980.0,1289,1310,POSSIBLE 76 | 788936,radiology,110980.0,1339,1356,ABSENT 77 | 788936,radiology,110980.0,1758,1775,POSSIBLE 78 | 795635,radiology,153601.0,326,329,PRESENT 79 | 795635,radiology,153601.0,559,568,POSSIBLE 80 | 795635,radiology,153601.0,910,919,ABSENT 81 | 795635,radiology,153601.0,930,949,PRESENT 82 | 795635,radiology,153601.0,982,1006,POSSIBLE 83 | 815309,radiology,161707.0,223,238,PRESENT 84 | 815309,radiology,161707.0,1198,1217,ABSENT 85 | 885483,radiology,168193.0,925,937,POSSIBLE 86 | 885483,radiology,168193.0,1000,1018,PRESENT 87 | 885483,radiology,168193.0,1032,1041,PRESENT 88 | 885483,radiology,168193.0,1054,1070,PRESENT 89 | 885483,radiology,168193.0,1086,1104,PRESENT 90 | 885483,radiology,168193.0,1197,1216,PRESENT 91 | 885483,radiology,168193.0,1234,1257,PRESENT 92 | 885483,radiology,168193.0,1259,1286,PRESENT 93 | 885483,radiology,168193.0,1292,1320,PRESENT 94 | 889652,radiology,189762.0,387,406,PRESENT 95 | 889652,radiology,189762.0,721,740,PRESENT 96 | 889652,radiology,189762.0,898,910,PRESENT 97 | 889652,radiology,189762.0,999,1015,PRESENT 98 | 900511,radiology,143327.0,204,227,PRESENT 99 | 900511,radiology,143327.0,228,242,PRESENT 100 | 900511,radiology,143327.0,424,435,PRESENT 101 | 900511,radiology,143327.0,437,445,PRESENT 102 | 900511,radiology,143327.0,892,904,POSSIBLE 103 | 900511,radiology,143327.0,1387,1405,ABSENT 104 | 900511,radiology,143327.0,1770,1784,PRESENT 105 | 900511,radiology,143327.0,1987,2004,PRESENT 106 | 900511,radiology,143327.0,2150,2162,ABSENT 107 | 900511,radiology,143327.0,2466,2475,POSSIBLE 108 | 900511,radiology,143327.0,2476,2491,POSSIBLE 109 | 900511,radiology,143327.0,2502,2513,POSSIBLE 110 | 909347,radiology,161998.0,403,437,PRESENT 111 | 909347,radiology,161998.0,792,815,PRESENT 112 | 909347,radiology,161998.0,876,881,POSSIBLE 113 | 909347,radiology,161998.0,889,900,POSSIBLE 114 | 909347,radiology,161998.0,1247,1259,ABSENT 115 | 910081,radiology,183211.0,677,703,PRESENT 116 | 910081,radiology,183211.0,883,893,ABSENT 117 | 910081,radiology,183211.0,984,995,ABSENT 118 | 910081,radiology,183211.0,998,1011,ABSENT 119 | 910081,radiology,183211.0,1177,1206,ABSENT 120 | 910081,radiology,183211.0,1297,1317,PRESENT 121 | 910081,radiology,183211.0,1361,1375,POSSIBLE 122 | 910081,radiology,183211.0,1427,1437,POSSIBLE 123 | 955078,radiology,140546.0,147,167,POSSIBLE 124 | 955078,radiology,140546.0,338,341,POSSIBLE 125 | 955078,radiology,140546.0,350,370,POSSIBLE 126 | 955078,radiology,140546.0,694,714,POSSIBLE 127 | 955078,radiology,140546.0,806,826,PRESENT 128 | 955078,radiology,140546.0,833,838,PRESENT 129 | 955078,radiology,140546.0,852,871,PRESENT 130 | 955078,radiology,140546.0,985,995,POSSIBLE 131 | 955078,radiology,140546.0,1001,1011,POSSIBLE 132 | 955078,radiology,140546.0,1058,1074,POSSIBLE 133 | 955078,radiology,140546.0,1080,1084,POSSIBLE 134 | 955078,radiology,140546.0,1314,1321,PRESENT 135 | 955078,radiology,140546.0,1326,1331,PRESENT 136 | 955078,radiology,140546.0,1544,1550,ABSENT 137 | 955078,radiology,140546.0,1767,1787,PRESENT 138 | 955078,radiology,140546.0,1949,1969,PRESENT 139 | 955078,radiology,140546.0,2076,2082,PRESENT 140 | 955078,radiology,140546.0,2152,2170,PRESENT 141 | 955078,radiology,140546.0,2867,2879,PRESENT 142 | 955078,radiology,140546.0,3575,3598,PRESENT 143 | 955078,radiology,140546.0,3697,3717,POSSIBLE 144 | 955078,radiology,140546.0,3854,3874,PRESENT 145 | 955078,radiology,140546.0,3926,3931,PRESENT 146 | 955078,radiology,140546.0,3990,4002,PRESENT 147 | 955078,radiology,140546.0,4085,4095,POSSIBLE 148 | 955078,radiology,140546.0,4099,4109,PRESENT 149 | 955078,radiology,140546.0,4302,4318,POSSIBLE 150 | 955078,radiology,140546.0,4322,4333,POSSIBLE 151 | 967405,radiology,170821.0,359,362,PRESENT 152 | 967405,radiology,170821.0,364,367,PRESENT 153 | 967405,radiology,170821.0,1623,1644,PRESENT 154 | 967405,radiology,170821.0,1769,1776,PRESENT 155 | 967405,radiology,170821.0,1781,1803,PRESENT 156 | 967405,radiology,170821.0,1883,1918,ABSENT 157 | 967405,radiology,170821.0,1935,1958,PRESENT 158 | 975257,radiology,158011.0,422,426,PRESENT 159 | 975257,radiology,158011.0,1151,1163,ABSENT 160 | 975257,radiology,158011.0,1265,1277,PRESENT 161 | 975257,radiology,158011.0,1316,1335,ABSENT 162 | 975257,radiology,158011.0,1393,1396,ABSENT 163 | 1026296,radiology,169588.0,141,156,PRESENT 164 | 1026296,radiology,169588.0,157,180,PRESENT 165 | 1026296,radiology,169588.0,919,935,POSSIBLE 166 | 1026296,radiology,169588.0,1016,1045,ABSENT 167 | 1082666,radiology,128808.0,260,276,POSSIBLE 168 | 1082666,radiology,128808.0,278,290,POSSIBLE 169 | 1082666,radiology,128808.0,522,528,PRESENT 170 | 1082666,radiology,128808.0,533,545,PRESENT 171 | 1082666,radiology,128808.0,563,579,PRESENT 172 | 1082666,radiology,128808.0,870,903,PRESENT 173 | 1082666,radiology,128808.0,910,917,PRESENT 174 | 1082666,radiology,128808.0,933,951,PRESENT 175 | 1082666,radiology,128808.0,983,1000,ABSENT 176 | 1082666,radiology,128808.0,1002,1013,ABSENT 177 | 1082666,radiology,128808.0,1055,1069,ABSENT 178 | 1100666,radiology,100018.0,628,637,PRESENT 179 | 1100666,radiology,100018.0,1415,1423,PRESENT 180 | 1100666,radiology,100018.0,1705,1735,PRESENT 181 | 1100666,radiology,100018.0,1780,1801,PRESENT 182 | 1100666,radiology,100018.0,2608,2617,PRESENT 183 | 1100666,radiology,100018.0,3095,3111,PRESENT 184 | 1100666,radiology,100018.0,3135,3145,PRESENT 185 | 1146721,radiology,100011.0,502,541,PRESENT 186 | 1146721,radiology,100011.0,567,592,POSSIBLE 187 | 1146721,radiology,100011.0,1199,1221,PRESENT 188 | 1146721,radiology,100011.0,1664,1675,ABSENT 189 | 1146721,radiology,100011.0,1679,1710,ABSENT 190 | 1146721,radiology,100011.0,1860,1868,ABSENT 191 | 1146721,radiology,100011.0,2056,2078,PRESENT 192 | 1146721,radiology,100011.0,2114,2137,POSSIBLE 193 | 1146721,radiology,100011.0,2258,2271,POSSIBLE 194 | 1146722,radiology,100011.0,505,513,ABSENT 195 | 1146722,radiology,100011.0,517,539,ABSENT 196 | 1146722,radiology,100011.0,949,957,ABSENT 197 | 1146722,radiology,100011.0,961,983,ABSENT 198 | 1146722,radiology,100011.0,1035,1058,ABSENT 199 | 1146722,radiology,100011.0,1062,1067,ABSENT 200 | 1146722,radiology,100011.0,1215,1236,PRESENT 201 | 1146723,radiology,100011.0,591,610,PRESENT 202 | 1146723,radiology,100011.0,612,632,PRESENT 203 | 1146723,radiology,100011.0,634,647,PRESENT 204 | 1146723,radiology,100011.0,1426,1442,PRESENT 205 | 1146723,radiology,100011.0,1730,1747,PRESENT 206 | 1146723,radiology,100011.0,1768,1790,PRESENT 207 | 1146723,radiology,100011.0,1798,1819,ABSENT 208 | 1146723,radiology,100011.0,1876,1915,ABSENT 209 | 1146723,radiology,100011.0,2102,2107,PRESENT 210 | 1146723,radiology,100011.0,2188,2207,PRESENT 211 | 1146723,radiology,100011.0,2221,2240,PRESENT 212 | 1146723,radiology,100011.0,2319,2338,POSSIBLE 213 | 1146723,radiology,100011.0,2365,2407,ABSENT 214 | 1146723,radiology,100011.0,2579,2625,ABSENT 215 | 1146723,radiology,100011.0,3416,3457,PRESENT 216 | 1146723,radiology,100011.0,3470,3479,PRESENT 217 | 1146723,radiology,100011.0,3708,3740,PRESENT 218 | 1146723,radiology,100011.0,3786,3801,PRESENT 219 | 1146723,radiology,100011.0,3833,3853,PRESENT 220 | 1146723,radiology,100011.0,3894,3913,PRESENT 221 | 1146723,radiology,100011.0,4000,4023,PRESENT 222 | 1146724,radiology,100011.0,778,815,PRESENT 223 | 1146724,radiology,100011.0,848,905,PRESENT 224 | 1146724,radiology,100011.0,931,950,PRESENT 225 | 1146724,radiology,100011.0,996,1013,ABSENT 226 | 1146724,radiology,100011.0,1017,1029,ABSENT 227 | 1146724,radiology,100011.0,1034,1069,PRESENT 228 | 1146724,radiology,100011.0,1213,1224,ABSENT 229 | 1146725,radiology,100011.0,628,644,PRESENT 230 | 1146725,radiology,100011.0,650,671,PRESENT 231 | 1146725,radiology,100011.0,744,755,ABSENT 232 | 1146725,radiology,100011.0,800,815,PRESENT 233 | 1146725,radiology,100011.0,877,896,ABSENT 234 | 1146725,radiology,100011.0,911,937,ABSENT 235 | 1146725,radiology,100011.0,941,967,ABSENT 236 | 1146725,radiology,100011.0,988,1004,PRESENT 237 | 1146725,radiology,100011.0,1061,1091,PRESENT 238 | 1146742,radiology,100011.0,393,396,PRESENT 239 | 1146742,radiology,100011.0,398,401,PRESENT 240 | 1146742,radiology,100011.0,706,750,PRESENT 241 | 1146742,radiology,100011.0,1171,1198,PRESENT 242 | 1146742,radiology,100011.0,1244,1255,PRESENT 243 | 1146742,radiology,100011.0,1340,1363,PRESENT 244 | 1146742,radiology,100011.0,1347,1358,ABSENT 245 | 1146742,radiology,100011.0,1503,1514,ABSENT 246 | 1146742,radiology,100011.0,1518,1531,ABSENT 247 | 1146742,radiology,100011.0,1593,1610,PRESENT 248 | 1146742,radiology,100011.0,1839,1859,PRESENT 249 | 1146742,radiology,100011.0,2024,2047,ABSENT 250 | 1146742,radiology,100011.0,2087,2110,PRESENT 251 | 1146742,radiology,100011.0,2266,2287,POSSIBLE 252 | 1146742,radiology,100011.0,2289,2299,POSSIBLE 253 | 1146742,radiology,100011.0,2307,2337,POSSIBLE 254 | 1146790,radiology,100011.0,952,960,PRESENT 255 | 1146790,radiology,100011.0,1054,1062,POSSIBLE 256 | 1146790,radiology,100011.0,1114,1143,PRESENT 257 | 1146814,radiology,100011.0,590,596,PRESENT 258 | 1146814,radiology,100011.0,609,617,PRESENT 259 | 1146814,radiology,100011.0,714,723,PRESENT 260 | 1146814,radiology,100011.0,806,863,PRESENT 261 | 1146814,radiology,100011.0,947,1008,PRESENT 262 | 1146814,radiology,100011.0,1415,1435,PRESENT 263 | 1146815,radiology,100011.0,850,864,POSSIBLE 264 | 1146815,radiology,100011.0,870,884,ABSENT 265 | 1146903,radiology,100011.0,874,897,ABSENT 266 | 1146903,radiology,100011.0,901,913,ABSENT 267 | 1146995,radiology,100011.0,360,363,PRESENT 268 | 1146995,radiology,100011.0,680,690,ABSENT 269 | 1146995,radiology,100011.0,739,766,PRESENT 270 | 1146995,radiology,100011.0,832,845,PRESENT 271 | 1146995,radiology,100011.0,1443,1472,ABSENT 272 | 1146995,radiology,100011.0,1477,1489,ABSENT 273 | 1146995,radiology,100011.0,1743,1762,ABSENT 274 | 1146996,radiology,100011.0,772,782,ABSENT 275 | 1146996,radiology,100011.0,922,935,PRESENT 276 | 1147008,radiology,100011.0,936,958,ABSENT 277 | 1147008,radiology,100011.0,973,985,ABSENT 278 | 1147094,radiology,100011.0,967,992,PRESENT 279 | 1147118,radiology,100011.0,385,403,PRESENT 280 | 1147118,radiology,100011.0,405,437,PRESENT 281 | 1147118,radiology,100011.0,442,445,PRESENT 282 | 1147118,radiology,100011.0,691,721,PRESENT 283 | 1147118,radiology,100011.0,1029,1045,PRESENT 284 | 1147118,radiology,100011.0,1274,1286,ABSENT 285 | 1147207,radiology,100011.0,825,835,PRESENT 286 | 1147207,radiology,100011.0,882,896,ABSENT 287 | 1147207,radiology,100011.0,902,909,ABSENT 288 | 1147207,radiology,100011.0,1173,1196,PRESENT 289 | 1147207,radiology,100011.0,1519,1576,PRESENT 290 | 1147207,radiology,100011.0,1636,1657,POSSIBLE 291 | 1147207,radiology,100011.0,1673,1688,ABSENT 292 | 1147208,radiology,100011.0,575,578,PRESENT 293 | 1147208,radiology,100011.0,918,928,PRESENT 294 | 1147208,radiology,100011.0,975,989,ABSENT 295 | 1147208,radiology,100011.0,994,1001,ABSENT 296 | 1147210,radiology,100011.0,697,714,ABSENT 297 | 1147210,radiology,100011.0,759,799,PRESENT 298 | 1147251,radiology,100011.0,893,905,ABSENT 299 | 1147335,radiology,100011.0,673,707,PRESENT 300 | 1147335,radiology,100011.0,989,1014,PRESENT 301 | 1147335,radiology,100011.0,1688,1724,PRESENT 302 | 1147335,radiology,100011.0,1915,1936,PRESENT 303 | 1147335,radiology,100011.0,1955,1987,PRESENT 304 | 1147335,radiology,100011.0,2258,2271,PRESENT 305 | 1147336,radiology,100011.0,766,800,PRESENT 306 | 1147336,radiology,100011.0,915,924,ABSENT 307 | 1147338,radiology,100011.0,832,858,PRESENT 308 | 1147338,radiology,100011.0,1731,1736,POSSIBLE 309 | 1147338,radiology,100011.0,1808,1849,PRESENT 310 | 1147338,radiology,100011.0,2099,2128,ABSENT 311 | 1147338,radiology,100011.0,2182,2198,ABSENT 312 | 1147339,radiology,100011.0,923,949,PRESENT 313 | 1147341,radiology,100011.0,1027,1044,PRESENT 314 | 1147341,radiology,100011.0,1251,1277,PRESENT 315 | 1147341,radiology,100011.0,1288,1300,PRESENT 316 | 1147341,radiology,100011.0,1679,1692,PRESENT 317 | 1147341,radiology,100011.0,1725,1747,POSSIBLE 318 | 1147341,radiology,100011.0,2178,2196,ABSENT 319 | 1147341,radiology,100011.0,2333,2354,PRESENT 320 | 1147341,radiology,100011.0,2425,2447,PRESENT 321 | 1147341,radiology,100011.0,2462,2482,PRESENT 322 | 1148643,radiology,157399.0,1300,1311,PRESENT 323 | 1164348,radiology,148473.0,398,402,PRESENT 324 | 1164348,radiology,148473.0,411,420,PRESENT 325 | 1164348,radiology,148473.0,426,469,PRESENT 326 | 1164348,radiology,148473.0,794,803,PRESENT 327 | 1164348,radiology,148473.0,1736,1748,ABSENT 328 | 1164348,radiology,148473.0,1757,1775,ABSENT 329 | 1164348,radiology,148473.0,1886,1908,POSSIBLE 330 | 1164348,radiology,148473.0,1910,1920,POSSIBLE 331 | 1164348,radiology,148473.0,1922,1932,POSSIBLE 332 | 1164348,radiology,148473.0,1937,1942,POSSIBLE 333 | 1170562,radiology,154492.0,180,199,PRESENT 334 | 1170562,radiology,154492.0,918,930,PRESENT 335 | 1170562,radiology,154492.0,972,990,PRESENT 336 | 1170562,radiology,154492.0,1062,1077,ABSENT 337 | 1170562,radiology,154492.0,1080,1108,PRESENT 338 | 1172174,radiology,100010.0,228,247,PRESENT 339 | 1172174,radiology,100010.0,689,701,POSSIBLE 340 | 1172174,radiology,100010.0,848,860,ABSENT 341 | 1172174,radiology,100010.0,888,899,PRESENT 342 | 1179446,radiology,100012.0,187,210,PRESENT 343 | 1179446,radiology,100012.0,351,354,PRESENT 344 | 1179446,radiology,100012.0,531,560,ABSENT 345 | 1179446,radiology,100012.0,954,966,ABSENT 346 | 1179446,radiology,100012.0,970,986,ABSENT 347 | 1179446,radiology,100012.0,1056,1091,ABSENT 348 | 1179578,radiology,100012.0,150,158,POSSIBLE 349 | 1179578,radiology,100012.0,181,204,PRESENT 350 | 1179578,radiology,100012.0,393,401,POSSIBLE 351 | 1179578,radiology,100012.0,1439,1476,PRESENT 352 | 1179578,radiology,100012.0,1488,1525,PRESENT 353 | 1179732,radiology,100012.0,1218,1230,ABSENT 354 | 1179802,radiology,100012.0,214,237,PRESENT 355 | 1179802,radiology,100012.0,845,856,PRESENT 356 | 1179802,radiology,100012.0,994,1023,ABSENT 357 | 1179802,radiology,100012.0,1028,1048,ABSENT 358 | 1179802,radiology,100012.0,1052,1064,ABSENT 359 | 1179857,radiology,100012.0,223,246,PRESENT 360 | 1179857,radiology,100012.0,503,515,ABSENT 361 | 1179857,radiology,100012.0,858,869,PRESENT 362 | 1180067,radiology,100012.0,171,194,PRESENT 363 | 1180067,radiology,100012.0,575,587,ABSENT 364 | 1180408,radiology,100012.0,886,905,ABSENT 365 | 1184371,radiology,132812.0,396,418,PRESENT 366 | 1184371,radiology,132812.0,422,447,PRESENT 367 | 1184371,radiology,132812.0,1045,1054,PRESENT 368 | 1184371,radiology,132812.0,1059,1072,PRESENT 369 | 1184371,radiology,132812.0,3801,3829,PRESENT 370 | 1187540,radiology,100016.0,512,531,PRESENT 371 | 1187540,radiology,100016.0,717,745,PRESENT 372 | 1187540,radiology,100016.0,816,835,PRESENT 373 | 1187540,radiology,100016.0,913,924,PRESENT 374 | 1187540,radiology,100016.0,1079,1108,POSSIBLE 375 | 1187540,radiology,100016.0,1179,1212,PRESENT 376 | 1187540,radiology,100016.0,1256,1278,POSSIBLE 377 | 1187540,radiology,100016.0,1282,1303,POSSIBLE 378 | 1187543,radiology,100016.0,354,374,PRESENT 379 | 1187543,radiology,100016.0,644,665,PRESENT 380 | 1187543,radiology,100016.0,741,743,ABSENT 381 | 1187543,radiology,100016.0,780,789,PRESENT 382 | 1187543,radiology,100016.0,798,813,ABSENT 383 | 1187543,radiology,100016.0,820,847,PRESENT 384 | 1187543,radiology,100016.0,1032,1052,PRESENT 385 | 1187543,radiology,100016.0,1074,1083,POSSIBLE 386 | 1187543,radiology,100016.0,1085,1087,POSSIBLE 387 | 1187543,radiology,100016.0,1089,1092,POSSIBLE 388 | 1187543,radiology,100016.0,1387,1409,ABSENT 389 | 1187543,radiology,100016.0,1411,1428,ABSENT 390 | 1187543,radiology,100016.0,1433,1454,ABSENT 391 | 1187543,radiology,100016.0,1534,1545,PRESENT 392 | 1187543,radiology,100016.0,1557,1570,PRESENT 393 | 1187543,radiology,100016.0,1783,1801,ABSENT 394 | 1187543,radiology,100016.0,1842,1872,PRESENT 395 | 1187543,radiology,100016.0,2875,2906,ABSENT 396 | 1187543,radiology,100016.0,3001,3022,PRESENT 397 | 1187543,radiology,100016.0,3108,3110,ABSENT 398 | 1187543,radiology,100016.0,3125,3155,PRESENT 399 | 1187543,radiology,100016.0,3164,3179,ABSENT 400 | 1187543,radiology,100016.0,3185,3212,PRESENT 401 | 1187543,radiology,100016.0,3217,3244,PRESENT 402 | 1187644,radiology,100016.0,357,371,PRESENT 403 | 1187644,radiology,100016.0,403,412,PRESENT 404 | 1187645,radiology,100016.0,482,496,PRESENT 405 | 1187645,radiology,100016.0,528,537,PRESENT 406 | 1187925,radiology,100016.0,958,988,PRESENT 407 | 1187925,radiology,100016.0,1055,1088,PRESENT 408 | 1187925,radiology,100016.0,1105,1117,ABSENT 409 | 1187925,radiology,100016.0,1280,1300,PRESENT 410 | 1187925,radiology,100016.0,1326,1360,PRESENT 411 | 1189514,radiology,100009.0,170,193,PRESENT 412 | 1189514,radiology,100009.0,334,337,PRESENT 413 | 1189514,radiology,100009.0,549,561,PRESENT 414 | 1189514,radiology,100009.0,563,584,PRESENT 415 | 1189514,radiology,100009.0,586,591,PRESENT 416 | 1189514,radiology,100009.0,592,599,PRESENT 417 | 1189514,radiology,100009.0,1142,1177,PRESENT 418 | 1189514,radiology,100009.0,1272,1288,ABSENT 419 | 1189514,radiology,100009.0,1304,1323,ABSENT 420 | 1189544,radiology,100009.0,254,277,PRESENT 421 | 1189637,radiology,100009.0,224,247,PRESENT 422 | 1189637,radiology,100009.0,387,391,PRESENT 423 | 1189637,radiology,100009.0,982,994,ABSENT 424 | 1189637,radiology,100009.0,1014,1036,PRESENT 425 | 1189637,radiology,100009.0,1614,1626,ABSENT 426 | 1189637,radiology,100009.0,1646,1663,ABSENT 427 | 1189637,radiology,100009.0,1799,1816,ABSENT 428 | 1189637,radiology,100009.0,1839,1855,ABSENT 429 | 1189917,radiology,100009.0,172,195,PRESENT 430 | 1189917,radiology,100009.0,340,351,PRESENT 431 | 1189917,radiology,100009.0,893,921,PRESENT 432 | 1189917,radiology,100009.0,926,945,PRESENT 433 | 1190106,radiology,100009.0,178,201,PRESENT 434 | 1190106,radiology,100009.0,346,357,PRESENT 435 | 1190106,radiology,100009.0,625,646,PRESENT 436 | 1190106,radiology,100009.0,801,820,PRESENT 437 | 1190106,radiology,100009.0,1170,1182,ABSENT 438 | 1199015,radiology,112629.0,151,162,POSSIBLE 439 | 1199015,radiology,112629.0,350,370,PRESENT 440 | 1199015,radiology,112629.0,635,646,POSSIBLE 441 | 1199015,radiology,112629.0,753,761,ABSENT 442 | 1199015,radiology,112629.0,827,835,PRESENT 443 | 1199015,radiology,112629.0,978,989,ABSENT 444 | 1203438,radiology,198070.0,201,236,PRESENT 445 | 1203438,radiology,198070.0,673,691,PRESENT 446 | 1203438,radiology,198070.0,786,798,POSSIBLE 447 | 1203438,radiology,198070.0,1336,1348,ABSENT 448 | 1203438,radiology,198070.0,1422,1434,ABSENT 449 | 1206584,radiology,100001.0,693,702,ABSENT 450 | 1206584,radiology,100001.0,706,738,ABSENT 451 | 1206584,radiology,100001.0,745,762,ABSENT 452 | 1206584,radiology,100001.0,768,783,ABSENT 453 | 1216142,radiology,167356.0,302,307,PRESENT 454 | 1216142,radiology,167356.0,657,661,PRESENT 455 | 1216142,radiology,167356.0,757,786,PRESENT 456 | 1247110,radiology,173613.0,145,155,POSSIBLE 457 | 1247110,radiology,173613.0,357,371,PRESENT 458 | 1247110,radiology,173613.0,386,392,PRESENT 459 | 1247110,radiology,173613.0,755,766,ABSENT 460 | 1247110,radiology,173613.0,909,917,ABSENT 461 | 1247110,radiology,173613.0,927,954,ABSENT 462 | 1247110,radiology,173613.0,1126,1140,PRESENT 463 | 1247110,radiology,173613.0,1577,1586,PRESENT 464 | 1247110,radiology,173613.0,1606,1624,PRESENT 465 | 1247110,radiology,173613.0,1750,1758,ABSENT 466 | 1247110,radiology,173613.0,2317,2331,PRESENT 467 | 1247110,radiology,173613.0,2497,2511,PRESENT 468 | 1247110,radiology,173613.0,2637,2667,PRESENT 469 | 1247110,radiology,173613.0,3281,3296,ABSENT 470 | 1247110,radiology,173613.0,3521,3536,ABSENT 471 | 1247110,radiology,173613.0,3604,3618,ABSENT 472 | 1247110,radiology,173613.0,3647,3659,ABSENT 473 | 1247110,radiology,173613.0,3675,3685,ABSENT 474 | 1247110,radiology,173613.0,3689,3698,ABSENT 475 | 1247110,radiology,173613.0,3726,3736,PRESENT 476 | 1247110,radiology,173613.0,3761,3772,ABSENT 477 | 1247110,radiology,173613.0,3839,3849,PRESENT 478 | 1247110,radiology,173613.0,3963,3974,POSSIBLE 479 | 1247110,radiology,173613.0,4015,4024,PRESENT 480 | 1247110,radiology,173613.0,4029,4061,PRESENT 481 | 1247110,radiology,173613.0,4132,4150,PRESENT 482 | 1251045,radiology,115396.0,159,167,PRESENT 483 | 1251045,radiology,115396.0,757,771,PRESENT 484 | 1251045,radiology,115396.0,983,1015,ABSENT 485 | 1251045,radiology,115396.0,1019,1031,ABSENT 486 | 1251045,radiology,115396.0,1395,1412,ABSENT 487 | 1251045,radiology,115396.0,1478,1494,PRESENT 488 | 1251045,radiology,115396.0,1511,1518,ABSENT 489 | 1251045,radiology,115396.0,1734,1759,ABSENT 490 | 1251045,radiology,115396.0,1766,1778,PRESENT 491 | 1251045,radiology,115396.0,1791,1807,PRESENT 492 | --------------------------------------------------------------------------------