Update spaCy pipeline
Browse files- .gitattributes +3 -0
- README.md +56 -0
- config.cfg +145 -0
- en_spacy_medication_ner-any-py3-none-any.whl +3 -0
- meta.json +78 -0
- ner/cfg +13 -0
- ner/model +3 -0
- ner/moves +1 -0
- tok2vec/cfg +3 -0
- tok2vec/model +3 -0
- tokenizer +3 -0
- vocab/key2row +1 -0
- vocab/lookups.bin +3 -0
- vocab/strings.json +2101 -0
- vocab/vectors +0 -0
- vocab/vectors.cfg +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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en_spacy_medication_ner-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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ner/model filter=lfs diff=lfs merge=lfs -text
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tok2vec/model filter=lfs diff=lfs merge=lfs -text
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README.md
ADDED
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@@ -0,0 +1,56 @@
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---
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tags:
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- spacy
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- token-classification
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language:
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- en
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model-index:
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- name: en_spacy_medication_ner
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results:
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- task:
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name: NER
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type: token-classification
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metrics:
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- name: NER Precision
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type: precision
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value: 0.9899159664
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- name: NER Recall
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type: recall
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value: 0.9899159664
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- name: NER F Score
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type: f_score
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value: 0.9899159664
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---
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| Feature | Description |
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| --- | --- |
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| **Name** | `en_spacy_medication_ner` |
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| **Version** | `1.0.0` |
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| **spaCy** | `>=3.8.4,<3.9.0` |
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| **Default Pipeline** | `tok2vec`, `ner` |
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| **Components** | `tok2vec`, `ner` |
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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| **Sources** | n/a |
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| **License** | n/a |
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| **Author** | [n/a]() |
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### Label Scheme
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<details>
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<summary>View label scheme (5 labels for 1 components)</summary>
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| Component | Labels |
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| --- | --- |
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| **`ner`** | `BRAND`, `DOSAGE`, `DRUG`, `QUANTITY`, `ROUTE` |
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</details>
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### Accuracy
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| Type | Score |
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| --- | --- |
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| `ENTS_F` | 98.99 |
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| `ENTS_P` | 98.99 |
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| `ENTS_R` | 98.99 |
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| `TOK2VEC_LOSS` | 30.12 |
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| `NER_LOSS` | 7.19 |
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config.cfg
ADDED
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@@ -0,0 +1,145 @@
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| 1 |
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[paths]
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train = "./train.spacy"
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dev = "./dev.spacy"
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vectors = null
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init_tok2vec = null
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| 6 |
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| 7 |
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[system]
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| 8 |
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gpu_allocator = null
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| 9 |
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seed = 0
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| 10 |
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| 11 |
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[nlp]
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lang = "en"
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| 13 |
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pipeline = ["tok2vec","ner"]
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batch_size = 1000
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| 15 |
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disabled = []
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| 16 |
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before_creation = null
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after_creation = null
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after_pipeline_creation = null
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tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
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vectors = {"@vectors":"spacy.Vectors.v1"}
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[components]
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| 23 |
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[components.ner]
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factory = "ner"
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incorrect_spans_key = null
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| 27 |
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moves = null
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| 28 |
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scorer = {"@scorers":"spacy.ner_scorer.v1"}
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| 29 |
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update_with_oracle_cut_size = 100
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[components.ner.model]
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@architectures = "spacy.TransitionBasedParser.v2"
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| 33 |
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state_type = "ner"
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extra_state_tokens = false
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| 35 |
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hidden_width = 64
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maxout_pieces = 2
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use_upper = true
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nO = null
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| 39 |
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| 40 |
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[components.ner.model.tok2vec]
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| 41 |
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@architectures = "spacy.Tok2VecListener.v1"
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width = ${components.tok2vec.model.encode.width}
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| 43 |
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upstream = "*"
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| 44 |
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[components.tok2vec]
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| 46 |
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factory = "tok2vec"
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| 47 |
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| 48 |
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[components.tok2vec.model]
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| 49 |
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@architectures = "spacy.Tok2Vec.v2"
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| 50 |
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| 51 |
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[components.tok2vec.model.embed]
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| 52 |
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@architectures = "spacy.MultiHashEmbed.v2"
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| 53 |
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width = ${components.tok2vec.model.encode.width}
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| 54 |
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attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
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| 55 |
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rows = [5000,1000,2500,2500]
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| 56 |
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include_static_vectors = false
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| 57 |
+
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| 58 |
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[components.tok2vec.model.encode]
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| 59 |
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@architectures = "spacy.MaxoutWindowEncoder.v2"
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| 60 |
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width = 96
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| 61 |
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depth = 4
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| 62 |
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window_size = 1
|
| 63 |
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maxout_pieces = 3
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| 64 |
+
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| 65 |
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[corpora]
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| 66 |
+
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| 67 |
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[corpora.dev]
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| 68 |
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@readers = "spacy.Corpus.v1"
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| 69 |
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path = ${paths.dev}
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| 70 |
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max_length = 0
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| 71 |
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gold_preproc = false
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| 72 |
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limit = 0
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| 73 |
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augmenter = null
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| 74 |
+
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| 75 |
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[corpora.train]
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| 76 |
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@readers = "spacy.Corpus.v1"
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| 77 |
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path = ${paths.train}
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| 78 |
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max_length = 0
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| 79 |
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gold_preproc = false
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| 80 |
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limit = 0
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| 81 |
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augmenter = null
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| 82 |
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| 83 |
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[training]
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| 84 |
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dev_corpus = "corpora.dev"
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| 85 |
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train_corpus = "corpora.train"
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| 86 |
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seed = ${system.seed}
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| 87 |
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gpu_allocator = ${system.gpu_allocator}
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| 88 |
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dropout = 0.1
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| 89 |
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accumulate_gradient = 1
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| 90 |
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patience = 1600
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| 91 |
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max_epochs = 0
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| 92 |
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max_steps = 20000
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| 93 |
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eval_frequency = 200
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| 94 |
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frozen_components = []
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| 95 |
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annotating_components = []
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| 96 |
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before_to_disk = null
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| 97 |
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before_update = null
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| 98 |
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| 99 |
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[training.batcher]
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| 100 |
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@batchers = "spacy.batch_by_words.v1"
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| 101 |
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discard_oversize = false
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| 102 |
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tolerance = 0.2
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| 103 |
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get_length = null
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| 104 |
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[training.batcher.size]
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| 106 |
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@schedules = "compounding.v1"
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| 107 |
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start = 100
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stop = 1000
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| 109 |
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compound = 1.001
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| 110 |
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t = 0.0
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| 111 |
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[training.logger]
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| 113 |
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@loggers = "spacy.ConsoleLogger.v1"
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| 114 |
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progress_bar = false
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| 115 |
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[training.optimizer]
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@optimizers = "Adam.v1"
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| 118 |
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beta1 = 0.9
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| 119 |
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beta2 = 0.999
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L2_is_weight_decay = true
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| 121 |
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L2 = 0.01
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| 122 |
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grad_clip = 1.0
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use_averages = false
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| 124 |
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eps = 0.00000001
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| 125 |
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learn_rate = 0.001
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| 126 |
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[training.score_weights]
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| 128 |
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ents_f = 1.0
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| 129 |
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ents_p = 0.0
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| 130 |
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ents_r = 0.0
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| 131 |
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ents_per_type = null
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| 133 |
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[pretraining]
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| 134 |
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| 135 |
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[initialize]
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| 136 |
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vectors = ${paths.vectors}
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| 137 |
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init_tok2vec = ${paths.init_tok2vec}
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| 138 |
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vocab_data = null
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| 139 |
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lookups = null
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| 140 |
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before_init = null
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| 141 |
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after_init = null
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| 142 |
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| 143 |
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[initialize.components]
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| 144 |
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| 145 |
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[initialize.tokenizer]
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en_spacy_medication_ner-any-py3-none-any.whl
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:be268f25acfd99497081fd644030a02a69b1f29608271afc8c6f26ad692eda2e
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| 3 |
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size 5670897
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meta.json
ADDED
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@@ -0,0 +1,78 @@
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{
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| 2 |
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"lang":"en",
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| 3 |
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"name":"spacy_medication_ner",
|
| 4 |
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"version":"1.0.0",
|
| 5 |
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"description":"",
|
| 6 |
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"author":"",
|
| 7 |
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"email":"",
|
| 8 |
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"url":"",
|
| 9 |
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"license":"",
|
| 10 |
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"spacy_version":">=3.8.4,<3.9.0",
|
| 11 |
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"spacy_git_version":"85cc763",
|
| 12 |
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"vectors":{
|
| 13 |
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"width":0,
|
| 14 |
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"vectors":0,
|
| 15 |
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"keys":0,
|
| 16 |
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"name":null
|
| 17 |
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},
|
| 18 |
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"labels":{
|
| 19 |
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"tok2vec":[
|
| 20 |
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|
| 21 |
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],
|
| 22 |
+
"ner":[
|
| 23 |
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"BRAND",
|
| 24 |
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"DOSAGE",
|
| 25 |
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"DRUG",
|
| 26 |
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"QUANTITY",
|
| 27 |
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"ROUTE"
|
| 28 |
+
]
|
| 29 |
+
},
|
| 30 |
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"pipeline":[
|
| 31 |
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"tok2vec",
|
| 32 |
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"ner"
|
| 33 |
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],
|
| 34 |
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"components":[
|
| 35 |
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"tok2vec",
|
| 36 |
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"ner"
|
| 37 |
+
],
|
| 38 |
+
"disabled":[
|
| 39 |
+
|
| 40 |
+
],
|
| 41 |
+
"performance":{
|
| 42 |
+
"ents_f":0.9899159664,
|
| 43 |
+
"ents_p":0.9899159664,
|
| 44 |
+
"ents_r":0.9899159664,
|
| 45 |
+
"ents_per_type":{
|
| 46 |
+
"DRUG":{
|
| 47 |
+
"p":0.9787798408,
|
| 48 |
+
"r":0.986631016,
|
| 49 |
+
"f":0.982689747
|
| 50 |
+
},
|
| 51 |
+
"DOSAGE":{
|
| 52 |
+
"p":0.9946808511,
|
| 53 |
+
"r":0.9973333333,
|
| 54 |
+
"f":0.9960053262
|
| 55 |
+
},
|
| 56 |
+
"ROUTE":{
|
| 57 |
+
"p":0.996875,
|
| 58 |
+
"r":0.996875,
|
| 59 |
+
"f":0.996875
|
| 60 |
+
},
|
| 61 |
+
"QUANTITY":{
|
| 62 |
+
"p":0.9866666667,
|
| 63 |
+
"r":0.961038961,
|
| 64 |
+
"f":0.9736842105
|
| 65 |
+
},
|
| 66 |
+
"BRAND":{
|
| 67 |
+
"p":1.0,
|
| 68 |
+
"r":0.9545454545,
|
| 69 |
+
"f":0.976744186
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"tok2vec_loss":0.3011981158,
|
| 73 |
+
"ner_loss":0.071858421
|
| 74 |
+
},
|
| 75 |
+
"requirements":[
|
| 76 |
+
"spacy>=3.8.4,<3.9.0"
|
| 77 |
+
]
|
| 78 |
+
}
|
ner/cfg
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"moves":null,
|
| 3 |
+
"update_with_oracle_cut_size":100,
|
| 4 |
+
"multitasks":[
|
| 5 |
+
|
| 6 |
+
],
|
| 7 |
+
"min_action_freq":1,
|
| 8 |
+
"learn_tokens":false,
|
| 9 |
+
"beam_width":1,
|
| 10 |
+
"beam_density":0.0,
|
| 11 |
+
"beam_update_prob":0.0,
|
| 12 |
+
"incorrect_spans_key":null
|
| 13 |
+
}
|
ner/model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4eeb8fa725bf1a2b0844c7e34a3f445068aecae4caca6e9f1c7ab0444a1d5278
|
| 3 |
+
size 131668
|
ner/moves
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
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tok2vec/cfg
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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{
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| 2 |
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|
| 3 |
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tok2vec/model
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:28ef79122a0fc1db059d098cbf5062efd37800dbbf6d181e1998fe002b094167
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| 3 |
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tokenizer
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|
|
|
|
|
| 1 |
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[
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"\t",
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")",
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")-:",
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")/\u00af",
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| 159 |
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| 165 |
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"10p.m.",
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| 166 |
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| 167 |
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| 172 |
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"12.5",
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| 173 |
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| 174 |
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| 175 |
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| 177 |
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| 178 |
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| 179 |
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| 180 |
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| 181 |
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| 184 |
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| 186 |
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| 190 |
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"250",
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"3.125",
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"40",
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":x)",
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":|",
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":}",
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":\u2019(",
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":\u2019)",
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":\u2019-(",
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":\u2019-)",
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";",
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";)",
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";-)",
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";-d",
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";D",
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";X",
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";_;",
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";d",
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| 364 |
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"<",
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"<.<",
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"</3",
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"</d",
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"<3",
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"<33",
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"<333",
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"<d",
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|
| 379 |
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|
| 380 |
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"=3",
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| 381 |
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| 382 |
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"=[",
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| 384 |
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"=]",
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| 385 |
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| 386 |
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"=|",
|
| 387 |
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">",
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| 388 |
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">.<",
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| 389 |
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">.>",
|
| 390 |
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">:(",
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| 391 |
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">:o",
|
| 392 |
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">:x",
|
| 393 |
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"><(((*>",
|
| 394 |
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"@",
|
| 395 |
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"@_@",
|
| 396 |
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"A",
|
| 397 |
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"ACTUAT",
|
| 398 |
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"AGE",
|
| 399 |
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"AND",
|
| 400 |
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"Abuse",
|
| 401 |
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"Acetaminophen",
|
| 402 |
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"Acetate",
|
| 403 |
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"Actuated",
|
| 404 |
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"Adm",
|
| 405 |
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"Adm.",
|
| 406 |
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"Ai",
|
| 407 |
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"Air",
|
| 408 |
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"Ak",
|
| 409 |
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"Ak.",
|
| 410 |
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"Ala",
|
| 411 |
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"Ala.",
|
| 412 |
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|
| 413 |
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"Alaska",
|
| 414 |
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"Albuterol",
|
| 415 |
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"Alendronic",
|
| 416 |
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"Alfa",
|
| 417 |
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"Alfentanil",
|
| 418 |
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"Allopurinol",
|
| 419 |
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"Alteplase",
|
| 420 |
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"Amoxicillin",
|
| 421 |
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|
| 422 |
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"Apr.",
|
| 423 |
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"April",
|
| 424 |
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"Are",
|
| 425 |
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|
| 426 |
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|
| 427 |
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|
| 428 |
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|
| 429 |
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"Ark.",
|
| 430 |
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"Arkansas",
|
| 431 |
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|
| 432 |
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|
| 433 |
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"Aug",
|
| 434 |
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"Aug.",
|
| 435 |
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"August",
|
| 436 |
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"Auto",
|
| 437 |
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"Aviptadil",
|
| 438 |
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"Azithromycin",
|
| 439 |
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"Aztreonam",
|
| 440 |
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"B",
|
| 441 |
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"B12",
|
| 442 |
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"BRAND",
|
| 443 |
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"Benztropine",
|
| 444 |
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"Bitartrate",
|
| 445 |
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"Breath",
|
| 446 |
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"Bros",
|
| 447 |
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"Bros.",
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| 448 |
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"Bystolic",
|
| 449 |
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"C",
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| 450 |
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"C'm",
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| 451 |
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"C++",
|
| 452 |
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"C.",
|
| 453 |
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"CD24Fc",
|
| 454 |
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"CM4620",
|
| 455 |
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"Ca",
|
| 456 |
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"Calif",
|
| 457 |
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"Calif.",
|
| 458 |
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"California",
|
| 459 |
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"Camila",
|
| 460 |
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|
| 461 |
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"Capsule",
|
| 462 |
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|
| 463 |
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"Cause",
|
| 464 |
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"Cefdinir",
|
| 465 |
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"Cefuroxime",
|
| 466 |
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"Chewable",
|
| 467 |
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"Chloride",
|
| 468 |
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"Chlorpheniramine",
|
| 469 |
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"Cisplatin",
|
| 470 |
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"Clavulanate",
|
| 471 |
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"Clindamycin",
|
| 472 |
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"Clopidogrel",
|
| 473 |
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|
| 474 |
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"Co.",
|
| 475 |
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"Codeine",
|
| 476 |
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|
| 477 |
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|
| 478 |
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"Colo.",
|
| 479 |
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"Colorado",
|
| 480 |
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"Conn",
|
| 481 |
+
"Conn.",
|
| 482 |
+
"Connecticut",
|
| 483 |
+
"Coreg",
|
| 484 |
+
"Corp",
|
| 485 |
+
"Corp.",
|
| 486 |
+
"Cos",
|
| 487 |
+
"Could",
|
| 488 |
+
"Coz",
|
| 489 |
+
"Cream",
|
| 490 |
+
"Crestor",
|
| 491 |
+
"Cuz",
|
| 492 |
+
"Cyclophosphamide",
|
| 493 |
+
"C\u2019m",
|
| 494 |
+
"D",
|
| 495 |
+
"D.",
|
| 496 |
+
"D.C.",
|
| 497 |
+
"DOCEtaxel",
|
| 498 |
+
"DOSAGE",
|
| 499 |
+
"DRUG",
|
| 500 |
+
"Dare",
|
| 501 |
+
"Day",
|
| 502 |
+
"Dec",
|
| 503 |
+
"Dec.",
|
| 504 |
+
"December",
|
| 505 |
+
"Del",
|
| 506 |
+
"Del.",
|
| 507 |
+
"Delaware",
|
| 508 |
+
"Delayed",
|
| 509 |
+
"Deterrent",
|
| 510 |
+
"Dextromethorphan",
|
| 511 |
+
"Diazepam",
|
| 512 |
+
"Did",
|
| 513 |
+
"Digoxin",
|
| 514 |
+
"Disodium",
|
| 515 |
+
"Do",
|
| 516 |
+
"Does",
|
| 517 |
+
"Doin",
|
| 518 |
+
"Doin'",
|
| 519 |
+
"Doin\u2019",
|
| 520 |
+
"Donepezil",
|
| 521 |
+
"Dornase",
|
| 522 |
+
"Dose",
|
| 523 |
+
"Doxorubicin",
|
| 524 |
+
"Dr",
|
| 525 |
+
"Dr.",
|
| 526 |
+
"Drug",
|
| 527 |
+
"Dry",
|
| 528 |
+
"Dysport",
|
| 529 |
+
"E",
|
| 530 |
+
"E.G.",
|
| 531 |
+
"E.g",
|
| 532 |
+
"E.g.",
|
| 533 |
+
"Emulsion",
|
| 534 |
+
"Enoxaparin",
|
| 535 |
+
"Entresto",
|
| 536 |
+
"Epinephrine",
|
| 537 |
+
"Epirubicin",
|
| 538 |
+
"Epoetin",
|
| 539 |
+
"Epogen",
|
| 540 |
+
"Errin",
|
| 541 |
+
"Estradiol",
|
| 542 |
+
"Ethinyl",
|
| 543 |
+
"Etonogestrel",
|
| 544 |
+
"Etoposide",
|
| 545 |
+
"Extended",
|
| 546 |
+
"F",
|
| 547 |
+
"F.",
|
| 548 |
+
"FLUoxetine",
|
| 549 |
+
"Feb",
|
| 550 |
+
"Feb.",
|
| 551 |
+
"February",
|
| 552 |
+
"Fentanyl",
|
| 553 |
+
"Fexofenadine",
|
| 554 |
+
"Fla",
|
| 555 |
+
"Fla.",
|
| 556 |
+
"Florida",
|
| 557 |
+
"Flovent",
|
| 558 |
+
"Fluorouracil",
|
| 559 |
+
"Fluticasone",
|
| 560 |
+
"Furosemide",
|
| 561 |
+
"G",
|
| 562 |
+
"Ga",
|
| 563 |
+
"Ga.",
|
| 564 |
+
"Galantamine",
|
| 565 |
+
"Gen",
|
| 566 |
+
"Gen.",
|
| 567 |
+
"Georgia",
|
| 568 |
+
"Glycate",
|
| 569 |
+
"Glycopyrrolate",
|
| 570 |
+
"Goin",
|
| 571 |
+
"Goin'",
|
| 572 |
+
"Goin\u2019",
|
| 573 |
+
"Gon",
|
| 574 |
+
"Got",
|
| 575 |
+
"Gov",
|
| 576 |
+
"Gov.",
|
| 577 |
+
"H",
|
| 578 |
+
"HR",
|
| 579 |
+
"HYDROcodone",
|
| 580 |
+
"Had",
|
| 581 |
+
"Has",
|
| 582 |
+
"Have",
|
| 583 |
+
"Havin",
|
| 584 |
+
"Havin'",
|
| 585 |
+
"Havin\u2019",
|
| 586 |
+
"He",
|
| 587 |
+
"He's",
|
| 588 |
+
"He\u2019s",
|
| 589 |
+
"How",
|
| 590 |
+
"How's",
|
| 591 |
+
"How\u2019s",
|
| 592 |
+
"Humalog",
|
| 593 |
+
"Humulin",
|
| 594 |
+
"Hydrobromide",
|
| 595 |
+
"Hydrochloride",
|
| 596 |
+
"Hydrochlorothiazide",
|
| 597 |
+
"Hydrocodone",
|
| 598 |
+
"Hydrocortisone",
|
| 599 |
+
"Hydroxychloroquine",
|
| 600 |
+
"I",
|
| 601 |
+
"I.E.",
|
| 602 |
+
"I.e",
|
| 603 |
+
"I.e.",
|
| 604 |
+
"INE",
|
| 605 |
+
"ITY",
|
| 606 |
+
"IV",
|
| 607 |
+
"Ia",
|
| 608 |
+
"Ia.",
|
| 609 |
+
"Ibu",
|
| 610 |
+
"Ibuprofen",
|
| 611 |
+
"Id",
|
| 612 |
+
"Id.",
|
| 613 |
+
"Idaho",
|
| 614 |
+
"Ill",
|
| 615 |
+
"Ill.",
|
| 616 |
+
"Illinois",
|
| 617 |
+
"Implant",
|
| 618 |
+
"Inc",
|
| 619 |
+
"Inc.",
|
| 620 |
+
"Ind",
|
| 621 |
+
"Ind.",
|
| 622 |
+
"Indiana",
|
| 623 |
+
"Infusion",
|
| 624 |
+
"Inhalation",
|
| 625 |
+
"Inhaler",
|
| 626 |
+
"Injectable",
|
| 627 |
+
"Injection",
|
| 628 |
+
"Injector",
|
| 629 |
+
"Insulin",
|
| 630 |
+
"Intrauterine",
|
| 631 |
+
"Iowa",
|
| 632 |
+
"Is",
|
| 633 |
+
"It",
|
| 634 |
+
"It's",
|
| 635 |
+
"It\u2019s",
|
| 636 |
+
"J",
|
| 637 |
+
"Jan",
|
| 638 |
+
"Jan.",
|
| 639 |
+
"January",
|
| 640 |
+
"Jolivette",
|
| 641 |
+
"Jr",
|
| 642 |
+
"Jr.",
|
| 643 |
+
"Jul",
|
| 644 |
+
"Jul.",
|
| 645 |
+
"July",
|
| 646 |
+
"Jun",
|
| 647 |
+
"Jun.",
|
| 648 |
+
"June",
|
| 649 |
+
"K",
|
| 650 |
+
"K.",
|
| 651 |
+
"Kan",
|
| 652 |
+
"Kan.",
|
| 653 |
+
"Kans",
|
| 654 |
+
"Kans.",
|
| 655 |
+
"Kansas",
|
| 656 |
+
"Kentucky",
|
| 657 |
+
"Ky",
|
| 658 |
+
"Ky.",
|
| 659 |
+
"Kyleena",
|
| 660 |
+
"L",
|
| 661 |
+
"La",
|
| 662 |
+
"La.",
|
| 663 |
+
"Lenzilumab",
|
| 664 |
+
"Leronlimab",
|
| 665 |
+
"Let",
|
| 666 |
+
"Let's",
|
| 667 |
+
"Let\u2019s",
|
| 668 |
+
"Leucovorin",
|
| 669 |
+
"Leuprolide",
|
| 670 |
+
"Levora",
|
| 671 |
+
"Levothyroxine",
|
| 672 |
+
"Liletta",
|
| 673 |
+
"Lipitor",
|
| 674 |
+
"Lispro",
|
| 675 |
+
"Livalo",
|
| 676 |
+
"Lopressor",
|
| 677 |
+
"Loratadine",
|
| 678 |
+
"Lorazepam",
|
| 679 |
+
"Losartan",
|
| 680 |
+
"Louisiana",
|
| 681 |
+
"Lovin",
|
| 682 |
+
"Lovin'",
|
| 683 |
+
"Lovin\u2019",
|
| 684 |
+
"Ltd",
|
| 685 |
+
"Ltd.",
|
| 686 |
+
"M",
|
| 687 |
+
"MG",
|
| 688 |
+
"ML",
|
| 689 |
+
"Ma'am",
|
| 690 |
+
"Maleate",
|
| 691 |
+
"Mar",
|
| 692 |
+
"Mar.",
|
| 693 |
+
"March",
|
| 694 |
+
"Mass",
|
| 695 |
+
"Mass.",
|
| 696 |
+
"Massachusetts",
|
| 697 |
+
"May",
|
| 698 |
+
"Ma\u2019am",
|
| 699 |
+
"Md",
|
| 700 |
+
"Md.",
|
| 701 |
+
"Memantine",
|
| 702 |
+
"Meperidine",
|
| 703 |
+
"Messrs",
|
| 704 |
+
"Messrs.",
|
| 705 |
+
"Metered",
|
| 706 |
+
"Metformin",
|
| 707 |
+
"Methotrexate",
|
| 708 |
+
"Methylphenidate",
|
| 709 |
+
"Micardis",
|
| 710 |
+
"Mich",
|
| 711 |
+
"Mich.",
|
| 712 |
+
"Michigan",
|
| 713 |
+
"Midazolam",
|
| 714 |
+
"Might",
|
| 715 |
+
"Milnacipran",
|
| 716 |
+
"Minn",
|
| 717 |
+
"Minn.",
|
| 718 |
+
"Minnesota",
|
| 719 |
+
"Mirena",
|
| 720 |
+
"Miss",
|
| 721 |
+
"Miss.",
|
| 722 |
+
"Mississippi",
|
| 723 |
+
"Mo",
|
| 724 |
+
"Mo.",
|
| 725 |
+
"Mont",
|
| 726 |
+
"Mont.",
|
| 727 |
+
"Morphine",
|
| 728 |
+
"Mount",
|
| 729 |
+
"Mr",
|
| 730 |
+
"Mr.",
|
| 731 |
+
"Mrs",
|
| 732 |
+
"Mrs.",
|
| 733 |
+
"Ms",
|
| 734 |
+
"Ms.",
|
| 735 |
+
"Mt",
|
| 736 |
+
"Mt.",
|
| 737 |
+
"Mucosal",
|
| 738 |
+
"Must",
|
| 739 |
+
"Myobloc",
|
| 740 |
+
"N",
|
| 741 |
+
"N.C.",
|
| 742 |
+
"N.D.",
|
| 743 |
+
"N.H.",
|
| 744 |
+
"N.J.",
|
| 745 |
+
"N.M.",
|
| 746 |
+
"N.Y.",
|
| 747 |
+
"NDA020503",
|
| 748 |
+
"NDA020800",
|
| 749 |
+
"NDA020983",
|
| 750 |
+
"NDA021457",
|
| 751 |
+
"Naltrexone",
|
| 752 |
+
"Naproxen",
|
| 753 |
+
"Natazia",
|
| 754 |
+
"Neb",
|
| 755 |
+
"Neb.",
|
| 756 |
+
"Nebr",
|
| 757 |
+
"Nebr.",
|
| 758 |
+
"Nebraska",
|
| 759 |
+
"Need",
|
| 760 |
+
"Nev",
|
| 761 |
+
"Nev.",
|
| 762 |
+
"Nevada",
|
| 763 |
+
"New Hampshire",
|
| 764 |
+
"New Jersey",
|
| 765 |
+
"New Mexico",
|
| 766 |
+
"New York",
|
| 767 |
+
"Nitroglycerin",
|
| 768 |
+
"North Carolina",
|
| 769 |
+
"North Dakota",
|
| 770 |
+
"Not",
|
| 771 |
+
"Nothin",
|
| 772 |
+
"Nothin'",
|
| 773 |
+
"Nothin\u2019",
|
| 774 |
+
"Nov",
|
| 775 |
+
"Nov.",
|
| 776 |
+
"November",
|
| 777 |
+
"Nuthin",
|
| 778 |
+
"Nuthin'",
|
| 779 |
+
"Nuthin\u2019",
|
| 780 |
+
"NuvaRing",
|
| 781 |
+
"O",
|
| 782 |
+
"O'clock",
|
| 783 |
+
"O.O",
|
| 784 |
+
"O.o",
|
| 785 |
+
"ONE",
|
| 786 |
+
"O_O",
|
| 787 |
+
"O_o",
|
| 788 |
+
"Oct",
|
| 789 |
+
"Oct.",
|
| 790 |
+
"October",
|
| 791 |
+
"Okla",
|
| 792 |
+
"Okla.",
|
| 793 |
+
"Oklahoma",
|
| 794 |
+
"Ol",
|
| 795 |
+
"Ol'",
|
| 796 |
+
"Ol\u2019",
|
| 797 |
+
"Ondansetron",
|
| 798 |
+
"Oral",
|
| 799 |
+
"Ore",
|
| 800 |
+
"Ore.",
|
| 801 |
+
"Oregon",
|
| 802 |
+
"Ought",
|
| 803 |
+
"Oxycodone",
|
| 804 |
+
"Oxycontin",
|
| 805 |
+
"O\u2019clock",
|
| 806 |
+
"P",
|
| 807 |
+
"PACLitaxel",
|
| 808 |
+
"PAM",
|
| 809 |
+
"Pa",
|
| 810 |
+
"Pa.",
|
| 811 |
+
"Pack",
|
| 812 |
+
"Paclitaxel",
|
| 813 |
+
"Pamidronate",
|
| 814 |
+
"Pancreatin",
|
| 815 |
+
"Pen",
|
| 816 |
+
"Penicillin",
|
| 817 |
+
"Pennsylvania",
|
| 818 |
+
"Percocet",
|
| 819 |
+
"Ph",
|
| 820 |
+
"Ph.D.",
|
| 821 |
+
"Phosphate",
|
| 822 |
+
"Piperacillin",
|
| 823 |
+
"Potassium",
|
| 824 |
+
"Powder",
|
| 825 |
+
"Prefilled",
|
| 826 |
+
"ProAir",
|
| 827 |
+
"Prof",
|
| 828 |
+
"Prof.",
|
| 829 |
+
"Propofol",
|
| 830 |
+
"Proventil",
|
| 831 |
+
"Pulmicort",
|
| 832 |
+
"Pulmozyme",
|
| 833 |
+
"Q",
|
| 834 |
+
"Qvar",
|
| 835 |
+
"R",
|
| 836 |
+
"ROOT",
|
| 837 |
+
"ROUTE",
|
| 838 |
+
"RUG",
|
| 839 |
+
"Release",
|
| 840 |
+
"Rep",
|
| 841 |
+
"Rep.",
|
| 842 |
+
"Rev",
|
| 843 |
+
"Rev.",
|
| 844 |
+
"Rocuronium",
|
| 845 |
+
"S",
|
| 846 |
+
"S.C.",
|
| 847 |
+
"SUFentanil",
|
| 848 |
+
"Scop",
|
| 849 |
+
"Scopolamine",
|
| 850 |
+
"Seasonique",
|
| 851 |
+
"Sen",
|
| 852 |
+
"Sen.",
|
| 853 |
+
"Sep",
|
| 854 |
+
"Sep.",
|
| 855 |
+
"Sept",
|
| 856 |
+
"Sept.",
|
| 857 |
+
"September",
|
| 858 |
+
"Sertraline",
|
| 859 |
+
"Sha",
|
| 860 |
+
"She",
|
| 861 |
+
"She's",
|
| 862 |
+
"She\u2019s",
|
| 863 |
+
"Should",
|
| 864 |
+
"Simvastatin",
|
| 865 |
+
"Sodium",
|
| 866 |
+
"Solution",
|
| 867 |
+
"Somethin",
|
| 868 |
+
"Somethin'",
|
| 869 |
+
"Somethin\u2019",
|
| 870 |
+
"South Carolina",
|
| 871 |
+
"Spray",
|
| 872 |
+
"St",
|
| 873 |
+
"St.",
|
| 874 |
+
"Sublingual",
|
| 875 |
+
"Sulfate",
|
| 876 |
+
"Suspension",
|
| 877 |
+
"Syringe",
|
| 878 |
+
"System",
|
| 879 |
+
"T",
|
| 880 |
+
"Table",
|
| 881 |
+
"Tablet",
|
| 882 |
+
"Tacrine",
|
| 883 |
+
"Tamoxifen",
|
| 884 |
+
"Tegretol",
|
| 885 |
+
"Tenn",
|
| 886 |
+
"Tenn.",
|
| 887 |
+
"Tennessee",
|
| 888 |
+
"Terfenadine",
|
| 889 |
+
"That",
|
| 890 |
+
"That's",
|
| 891 |
+
"That\u2019s",
|
| 892 |
+
"There",
|
| 893 |
+
"There's",
|
| 894 |
+
"There\u2019s",
|
| 895 |
+
"These",
|
| 896 |
+
"They",
|
| 897 |
+
"This",
|
| 898 |
+
"This's",
|
| 899 |
+
"This\u2019s",
|
| 900 |
+
"Those",
|
| 901 |
+
"Topical",
|
| 902 |
+
"Toprol",
|
| 903 |
+
"Transdermal",
|
| 904 |
+
"Trihexyphenidyl",
|
| 905 |
+
"Trinessa",
|
| 906 |
+
"Tylenol",
|
| 907 |
+
"U",
|
| 908 |
+
"UAT",
|
| 909 |
+
"UNT",
|
| 910 |
+
"USP",
|
| 911 |
+
"UTE",
|
| 912 |
+
"V",
|
| 913 |
+
"V.V",
|
| 914 |
+
"V_V",
|
| 915 |
+
"Va",
|
| 916 |
+
"Va.",
|
| 917 |
+
"Vaginal",
|
| 918 |
+
"Vancomycin",
|
| 919 |
+
"Ventolin",
|
| 920 |
+
"Verzenio",
|
| 921 |
+
"Virginia",
|
| 922 |
+
"Vitamin",
|
| 923 |
+
"W",
|
| 924 |
+
"Warfarin",
|
| 925 |
+
"Was",
|
| 926 |
+
"Wash",
|
| 927 |
+
"Wash.",
|
| 928 |
+
"Washington",
|
| 929 |
+
"We",
|
| 930 |
+
"Were",
|
| 931 |
+
"What",
|
| 932 |
+
"What's",
|
| 933 |
+
"What\u2019s",
|
| 934 |
+
"When",
|
| 935 |
+
"When's",
|
| 936 |
+
"When\u2019s",
|
| 937 |
+
"Where",
|
| 938 |
+
"Where's",
|
| 939 |
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"Where\u2019s",
|
| 940 |
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"Who",
|
| 941 |
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"Who's",
|
| 942 |
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"Who\u2019s",
|
| 943 |
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"Why",
|
| 944 |
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"Why's",
|
| 945 |
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"Why\u2019s",
|
| 946 |
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"Wis",
|
| 947 |
+
"Wis.",
|
| 948 |
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"Wisconsin",
|
| 949 |
+
"Wo",
|
| 950 |
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"Would",
|
| 951 |
+
"X'x",
|
| 952 |
+
"X'xxxx",
|
| 953 |
+
"X++",
|
| 954 |
+
"X.",
|
| 955 |
+
"X.X",
|
| 956 |
+
"X.X.",
|
| 957 |
+
"X.x",
|
| 958 |
+
"X.x.",
|
| 959 |
+
"XD",
|
| 960 |
+
"XDD",
|
| 961 |
+
"XX",
|
| 962 |
+
"XXX",
|
| 963 |
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"XXXX",
|
| 964 |
+
"XXXXxxxx",
|
| 965 |
+
"XXXdddd",
|
| 966 |
+
"XXXxxxx",
|
| 967 |
+
"XXddXx",
|
| 968 |
+
"XXdddd",
|
| 969 |
+
"X_X",
|
| 970 |
+
"X_x",
|
| 971 |
+
"Xdd",
|
| 972 |
+
"Xx",
|
| 973 |
+
"Xx'",
|
| 974 |
+
"Xx'x",
|
| 975 |
+
"Xx'xx",
|
| 976 |
+
"Xx.",
|
| 977 |
+
"Xx.X.",
|
| 978 |
+
"Xxx",
|
| 979 |
+
"Xxx'x",
|
| 980 |
+
"Xxx.",
|
| 981 |
+
"XxxXxx",
|
| 982 |
+
"Xxxx",
|
| 983 |
+
"Xxxx'",
|
| 984 |
+
"Xxxx'x",
|
| 985 |
+
"Xxxx.",
|
| 986 |
+
"XxxxXxxx",
|
| 987 |
+
"Xxxxx",
|
| 988 |
+
"Xxxxx'",
|
| 989 |
+
"Xxxxx'x",
|
| 990 |
+
"Xxxxx.",
|
| 991 |
+
"Xxxxx\u2019",
|
| 992 |
+
"Xxxxx\u2019x",
|
| 993 |
+
"Xxxx\u2019",
|
| 994 |
+
"Xxxx\u2019x",
|
| 995 |
+
"Xxx\u2019x",
|
| 996 |
+
"Xx\u2019",
|
| 997 |
+
"Xx\u2019x",
|
| 998 |
+
"Xx\u2019xx",
|
| 999 |
+
"X\u2019x",
|
| 1000 |
+
"X\u2019xxxx",
|
| 1001 |
+
"Y",
|
| 1002 |
+
"Yaz",
|
| 1003 |
+
"You",
|
| 1004 |
+
"[",
|
| 1005 |
+
"[-:",
|
| 1006 |
+
"[:",
|
| 1007 |
+
"[=",
|
| 1008 |
+
"\\",
|
| 1009 |
+
"\\\")",
|
| 1010 |
+
"\\n",
|
| 1011 |
+
"\\t",
|
| 1012 |
+
"\\x",
|
| 1013 |
+
"]",
|
| 1014 |
+
"]=",
|
| 1015 |
+
"^",
|
| 1016 |
+
"^_^",
|
| 1017 |
+
"^__^",
|
| 1018 |
+
"^___^",
|
| 1019 |
+
"_*)",
|
| 1020 |
+
"_-)",
|
| 1021 |
+
"_.)",
|
| 1022 |
+
"_<)",
|
| 1023 |
+
"_^)",
|
| 1024 |
+
"__-",
|
| 1025 |
+
"__^",
|
| 1026 |
+
"_\u00ac)",
|
| 1027 |
+
"_\u0ca0)",
|
| 1028 |
+
"a",
|
| 1029 |
+
"a.",
|
| 1030 |
+
"a.m",
|
| 1031 |
+
"a.m.",
|
| 1032 |
+
"about",
|
| 1033 |
+
"abuse",
|
| 1034 |
+
"ace",
|
| 1035 |
+
"acetaminophen",
|
| 1036 |
+
"acetate",
|
| 1037 |
+
"acid",
|
| 1038 |
+
"ack",
|
| 1039 |
+
"actuat",
|
| 1040 |
+
"actuated",
|
| 1041 |
+
"adm",
|
| 1042 |
+
"adm.",
|
| 1043 |
+
"ado",
|
| 1044 |
+
"ai",
|
| 1045 |
+
"air",
|
| 1046 |
+
"ak",
|
| 1047 |
+
"ak.",
|
| 1048 |
+
"ala",
|
| 1049 |
+
"ala.",
|
| 1050 |
+
"alafenamide",
|
| 1051 |
+
"albuterol",
|
| 1052 |
+
"alendronic",
|
| 1053 |
+
"alfa",
|
| 1054 |
+
"alfentanil",
|
| 1055 |
+
"all",
|
| 1056 |
+
"allopurinol",
|
| 1057 |
+
"alo",
|
| 1058 |
+
"als",
|
| 1059 |
+
"alteplase",
|
| 1060 |
+
"am",
|
| 1061 |
+
"amLODIPine",
|
| 1062 |
+
"amlodipine",
|
| 1063 |
+
"amoxicillin",
|
| 1064 |
+
"an.",
|
| 1065 |
+
"anakinra",
|
| 1066 |
+
"anastrozole",
|
| 1067 |
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"and",
|
| 1068 |
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"and/or",
|
| 1069 |
+
"ane",
|
| 1070 |
+
"ans",
|
| 1071 |
+
"ant",
|
| 1072 |
+
"apr",
|
| 1073 |
+
"apr.",
|
| 1074 |
+
"ar.",
|
| 1075 |
+
"are",
|
| 1076 |
+
"ariz",
|
| 1077 |
+
"ariz.",
|
| 1078 |
+
"ark",
|
| 1079 |
+
"ark.",
|
| 1080 |
+
"ase",
|
| 1081 |
+
"ash",
|
| 1082 |
+
"asmanex",
|
| 1083 |
+
"aspirin",
|
| 1084 |
+
"ass",
|
| 1085 |
+
"astemizole",
|
| 1086 |
+
"atazanavir",
|
| 1087 |
+
"ate",
|
| 1088 |
+
"atenolol",
|
| 1089 |
+
"ath",
|
| 1090 |
+
"atomoxetine",
|
| 1091 |
+
"atorvastatin",
|
| 1092 |
+
"aug",
|
| 1093 |
+
"aug.",
|
| 1094 |
+
"auto",
|
| 1095 |
+
"ave",
|
| 1096 |
+
"aviptadil",
|
| 1097 |
+
"azithromycin",
|
| 1098 |
+
"aztreonam",
|
| 1099 |
+
"b",
|
| 1100 |
+
"b.",
|
| 1101 |
+
"b12",
|
| 1102 |
+
"ban",
|
| 1103 |
+
"baricitinib",
|
| 1104 |
+
"because",
|
| 1105 |
+
"beclomethasone",
|
| 1106 |
+
"benazepril",
|
| 1107 |
+
"benztropine",
|
| 1108 |
+
"bisoprolol",
|
| 1109 |
+
"bitartrate",
|
| 1110 |
+
"bivalirudin",
|
| 1111 |
+
"ble",
|
| 1112 |
+
"botulinum",
|
| 1113 |
+
"bout",
|
| 1114 |
+
"br.",
|
| 1115 |
+
"brand",
|
| 1116 |
+
"breath",
|
| 1117 |
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"bromide",
|
| 1118 |
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"bros",
|
| 1119 |
+
"bros.",
|
| 1120 |
+
"budesonide",
|
| 1121 |
+
"buprenorphine",
|
| 1122 |
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"bystolic",
|
| 1123 |
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"c",
|
| 1124 |
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"c'm",
|
| 1125 |
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"c++",
|
| 1126 |
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|
| 1127 |
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|
| 1128 |
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|
| 1129 |
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|
| 1130 |
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"calif",
|
| 1131 |
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"calif.",
|
| 1132 |
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"camila",
|
| 1133 |
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"can",
|
| 1134 |
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"canagliflozin",
|
| 1135 |
+
"capsule",
|
| 1136 |
+
"carbamazepine",
|
| 1137 |
+
"carboplatin",
|
| 1138 |
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"carvedilol",
|
| 1139 |
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"cause",
|
| 1140 |
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"cd24fc",
|
| 1141 |
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"ce>",
|
| 1142 |
+
"cefazolin",
|
| 1143 |
+
"cefdinir",
|
| 1144 |
+
"cefpodoxime",
|
| 1145 |
+
"ceftriaxone",
|
| 1146 |
+
"cefuroxime",
|
| 1147 |
+
"cephalexin",
|
| 1148 |
+
"cet",
|
| 1149 |
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"cetirizine",
|
| 1150 |
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"ch.",
|
| 1151 |
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"chewable",
|
| 1152 |
+
"chloride",
|
| 1153 |
+
"chloroquine",
|
| 1154 |
+
"chlorpheniramine",
|
| 1155 |
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"cid",
|
| 1156 |
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"cil",
|
| 1157 |
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"cin",
|
| 1158 |
+
"ciprofloxacin",
|
| 1159 |
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"cisplatin",
|
| 1160 |
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"clavulanate",
|
| 1161 |
+
"clindamycin",
|
| 1162 |
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"clonazePAM",
|
| 1163 |
+
"clonazepam",
|
| 1164 |
+
"clopidogrel",
|
| 1165 |
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"cm4620",
|
| 1166 |
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"co",
|
| 1167 |
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"co.",
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| 1168 |
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"cobicistat",
|
| 1169 |
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"codeine",
|
| 1170 |
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"colchicine",
|
| 1171 |
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"colo",
|
| 1172 |
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"colo.",
|
| 1173 |
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"come",
|
| 1174 |
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"conn",
|
| 1175 |
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"conn.",
|
| 1176 |
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"coreg",
|
| 1177 |
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"corp",
|
| 1178 |
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|
| 1179 |
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"cos",
|
| 1180 |
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"could",
|
| 1181 |
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"coz",
|
| 1182 |
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"cream",
|
| 1183 |
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"crestor",
|
| 1184 |
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"ct.",
|
| 1185 |
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"cuz",
|
| 1186 |
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"cycloSPORINE",
|
| 1187 |
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"cyclophosphamide",
|
| 1188 |
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"cyclosporine",
|
| 1189 |
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"c\u2019m",
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| 1190 |
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"d",
|
| 1191 |
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"d)",
|
| 1192 |
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"d-",
|
| 1193 |
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"d-)",
|
| 1194 |
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"d-X",
|
| 1195 |
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"d.",
|
| 1196 |
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"d.c.",
|
| 1197 |
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| 1198 |
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"d.dd",
|
| 1199 |
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|
| 1200 |
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"d.dd/dd",
|
| 1201 |
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"d.ddd",
|
| 1202 |
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"d.dddd",
|
| 1203 |
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"d.x",
|
| 1204 |
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"dX",
|
| 1205 |
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"d_d",
|
| 1206 |
+
"d_x",
|
| 1207 |
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"dapsone",
|
| 1208 |
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"dare",
|
| 1209 |
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"darunavir",
|
| 1210 |
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|
| 1211 |
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"dd",
|
| 1212 |
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"dd.d",
|
| 1213 |
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|
| 1214 |
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"ddd",
|
| 1215 |
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"dddd",
|
| 1216 |
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"ddx.x",
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| 1217 |
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"ddx.x.",
|
| 1218 |
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"ddxx",
|
| 1219 |
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"dec",
|
| 1220 |
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"dec.",
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| 1221 |
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"ded",
|
| 1222 |
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"del",
|
| 1223 |
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"del.",
|
| 1224 |
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"delayed",
|
| 1225 |
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"denosumab",
|
| 1226 |
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"der",
|
| 1227 |
+
"desflurane",
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| 1228 |
+
"deterrent",
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| 1229 |
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| 1230 |
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| 1231 |
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"did",
|
| 1232 |
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| 1233 |
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| 1234 |
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"din",
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| 1235 |
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| 1236 |
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| 1237 |
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"dipropionate",
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| 1238 |
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| 1239 |
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| 1240 |
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| 1241 |
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"dm.",
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| 1242 |
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"do",
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| 1243 |
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"docetaxel",
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| 1244 |
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| 1245 |
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| 1246 |
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| 1247 |
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| 1248 |
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| 1249 |
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|
| 1250 |
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|
| 1251 |
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"donepezil",
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| 1252 |
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|
| 1253 |
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"dosage",
|
| 1254 |
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"dose",
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| 1255 |
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| 1256 |
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|
| 1257 |
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"doxylamine",
|
| 1258 |
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| 1259 |
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|
| 1260 |
+
"drug",
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| 1261 |
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"dry",
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| 1262 |
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|
| 1263 |
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|
| 1264 |
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"dx.x.",
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| 1265 |
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"dyl",
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| 1266 |
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| 1267 |
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| 1268 |
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| 1269 |
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| 1270 |
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| 1271 |
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| 1272 |
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| 1273 |
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|
| 1274 |
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| 1275 |
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"ec.",
|
| 1276 |
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|
| 1277 |
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|
| 1278 |
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"el.",
|
| 1279 |
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|
| 1280 |
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"em",
|
| 1281 |
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| 1282 |
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| 1283 |
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| 1284 |
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| 1285 |
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| 1286 |
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| 1287 |
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| 1288 |
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| 1289 |
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| 1290 |
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| 1291 |
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| 1292 |
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| 1293 |
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| 1297 |
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| 1298 |
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| 1299 |
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| 1300 |
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| 1301 |
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| 1302 |
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| 1303 |
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| 1304 |
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| 1305 |
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| 1306 |
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| 1317 |
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| 1318 |
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| 1319 |
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| 1320 |
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| 1321 |
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| 1323 |
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| 1325 |
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| 1326 |
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| 1327 |
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| 1328 |
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| 1329 |
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| 1330 |
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| 1331 |
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| 1332 |
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| 1333 |
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| 1380 |
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| 1381 |
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| 1382 |
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| 1383 |
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|
| 1384 |
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| 1385 |
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| 1386 |
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| 1387 |
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| 1388 |
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| 1391 |
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| 1393 |
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| 1394 |
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| 1395 |
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| 1397 |
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| 1398 |
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| 1399 |
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| 1400 |
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| 1401 |
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| 1407 |
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| 1410 |
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| 1414 |
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| 1422 |
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| 1423 |
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| 1425 |
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| 1426 |
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| 1427 |
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| 1428 |
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| 1429 |
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| 1430 |
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| 1431 |
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| 1432 |
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| 1433 |
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| 1434 |
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| 1451 |
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| 1452 |
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| 1453 |
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| 1454 |
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| 1455 |
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| 1456 |
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| 1457 |
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| 1458 |
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| 1459 |
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| 1460 |
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| 1461 |
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| 1462 |
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| 1463 |
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| 1464 |
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| 1465 |
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| 1466 |
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| 1467 |
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| 1468 |
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| 1469 |
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| 1470 |
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| 1471 |
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| 1472 |
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| 1473 |
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| 1476 |
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| 1477 |
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| 1478 |
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| 1479 |
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|
| 1480 |
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|
| 1481 |
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|
| 1482 |
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| 1483 |
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|
| 1484 |
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|
| 1485 |
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| 1486 |
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|
| 1487 |
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| 1488 |
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|
| 1489 |
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|
| 1490 |
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|
| 1491 |
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| 1492 |
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| 1493 |
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| 1494 |
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| 1495 |
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| 1496 |
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| 1497 |
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| 1498 |
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| 1499 |
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|
| 1500 |
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| 1501 |
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|
| 1502 |
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|
| 1503 |
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| 1504 |
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| 1505 |
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| 1506 |
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| 1515 |
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| 1517 |
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| 1518 |
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| 1519 |
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| 1520 |
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| 1523 |
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| 1528 |
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| 1529 |
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| 1530 |
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| 1531 |
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| 1532 |
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| 1533 |
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| 1534 |
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| 1539 |
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| 1540 |
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| 1541 |
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| 1543 |
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| 1545 |
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| 1546 |
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| 1547 |
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| 1550 |
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| 1564 |
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| 1568 |
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| 1569 |
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| 1614 |
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| 1800 |
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| 1801 |
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| 1808 |
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| 1809 |
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| 1810 |
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| 1811 |
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| 1812 |
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| 1813 |
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| 1814 |
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| 1816 |
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| 1818 |
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| 1820 |
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| 1823 |
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| 1824 |
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| 1825 |
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| 1826 |
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|
| 1827 |
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|
| 1828 |
+
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|
| 1829 |
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|
| 1830 |
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| 1831 |
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| 1832 |
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| 1833 |
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| 1834 |
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"t",
|
| 1835 |
+
"t's",
|
| 1836 |
+
"t.",
|
| 1837 |
+
"ta",
|
| 1838 |
+
"table",
|
| 1839 |
+
"tablet",
|
| 1840 |
+
"tacrine",
|
| 1841 |
+
"tacrolimus",
|
| 1842 |
+
"tam",
|
| 1843 |
+
"tamoxifen",
|
| 1844 |
+
"tan",
|
| 1845 |
+
"tartrate",
|
| 1846 |
+
"tat",
|
| 1847 |
+
"tazobactam",
|
| 1848 |
+
"td.",
|
| 1849 |
+
"ted",
|
| 1850 |
+
"tegretol",
|
| 1851 |
+
"telmisartan",
|
| 1852 |
+
"tem",
|
| 1853 |
+
"tenecteplase",
|
| 1854 |
+
"tenn",
|
| 1855 |
+
"tenn.",
|
| 1856 |
+
"tenofovir",
|
| 1857 |
+
"terfenadine",
|
| 1858 |
+
"that",
|
| 1859 |
+
"that's",
|
| 1860 |
+
"that\u2019s",
|
| 1861 |
+
"them",
|
| 1862 |
+
"there",
|
| 1863 |
+
"there's",
|
| 1864 |
+
"there\u2019s",
|
| 1865 |
+
"these",
|
| 1866 |
+
"they",
|
| 1867 |
+
"this",
|
| 1868 |
+
"this's",
|
| 1869 |
+
"this\u2019s",
|
| 1870 |
+
"those",
|
| 1871 |
+
"ticagrelor",
|
| 1872 |
+
"til",
|
| 1873 |
+
"tin",
|
| 1874 |
+
"tirofiban",
|
| 1875 |
+
"to",
|
| 1876 |
+
"tocilizumab",
|
| 1877 |
+
"tol",
|
| 1878 |
+
"topical",
|
| 1879 |
+
"toprol",
|
| 1880 |
+
"tor",
|
| 1881 |
+
"toxin",
|
| 1882 |
+
"tramadol",
|
| 1883 |
+
"transdermal",
|
| 1884 |
+
"trastuzumab",
|
| 1885 |
+
"trihexyphenidyl",
|
| 1886 |
+
"trimethoprim",
|
| 1887 |
+
"trinessa",
|
| 1888 |
+
"tta",
|
| 1889 |
+
"tte",
|
| 1890 |
+
"tylenol",
|
| 1891 |
+
"t\u2019s",
|
| 1892 |
+
"u",
|
| 1893 |
+
"u.",
|
| 1894 |
+
"ual",
|
| 1895 |
+
"uat",
|
| 1896 |
+
"uff",
|
| 1897 |
+
"ug.",
|
| 1898 |
+
"ul.",
|
| 1899 |
+
"uld",
|
| 1900 |
+
"ule",
|
| 1901 |
+
"un.",
|
| 1902 |
+
"unt",
|
| 1903 |
+
"us",
|
| 1904 |
+
"use",
|
| 1905 |
+
"usp",
|
| 1906 |
+
"ust",
|
| 1907 |
+
"uto",
|
| 1908 |
+
"v",
|
| 1909 |
+
"v.",
|
| 1910 |
+
"v.s",
|
| 1911 |
+
"v.s.",
|
| 1912 |
+
"v.v",
|
| 1913 |
+
"v_v",
|
| 1914 |
+
"va",
|
| 1915 |
+
"va.",
|
| 1916 |
+
"vaginal",
|
| 1917 |
+
"valsartan",
|
| 1918 |
+
"vancomycin",
|
| 1919 |
+
"var",
|
| 1920 |
+
"ve",
|
| 1921 |
+
"ventolin",
|
| 1922 |
+
"verapamil",
|
| 1923 |
+
"verzenio",
|
| 1924 |
+
"vin",
|
| 1925 |
+
"vir",
|
| 1926 |
+
"vitamin",
|
| 1927 |
+
"vs",
|
| 1928 |
+
"vs.",
|
| 1929 |
+
"w",
|
| 1930 |
+
"w's",
|
| 1931 |
+
"w.",
|
| 1932 |
+
"w/o",
|
| 1933 |
+
"warfarin",
|
| 1934 |
+
"was",
|
| 1935 |
+
"wash",
|
| 1936 |
+
"wash.",
|
| 1937 |
+
"we",
|
| 1938 |
+
"were",
|
| 1939 |
+
"what",
|
| 1940 |
+
"what's",
|
| 1941 |
+
"what\u2019s",
|
| 1942 |
+
"when",
|
| 1943 |
+
"when's",
|
| 1944 |
+
"when\u2019s",
|
| 1945 |
+
"where",
|
| 1946 |
+
"where's",
|
| 1947 |
+
"where\u2019s",
|
| 1948 |
+
"who",
|
| 1949 |
+
"who's",
|
| 1950 |
+
"who\u2019s",
|
| 1951 |
+
"why",
|
| 1952 |
+
"why's",
|
| 1953 |
+
"why\u2019s",
|
| 1954 |
+
"will",
|
| 1955 |
+
"wis",
|
| 1956 |
+
"wis.",
|
| 1957 |
+
"without",
|
| 1958 |
+
"wo",
|
| 1959 |
+
"would",
|
| 1960 |
+
"w\u2019s",
|
| 1961 |
+
"x",
|
| 1962 |
+
"x'",
|
| 1963 |
+
"x'x",
|
| 1964 |
+
"x'xxxx",
|
| 1965 |
+
"x.",
|
| 1966 |
+
"x.X",
|
| 1967 |
+
"x.d",
|
| 1968 |
+
"x.x",
|
| 1969 |
+
"x.x.",
|
| 1970 |
+
"x/x",
|
| 1971 |
+
"xD",
|
| 1972 |
+
"xDD",
|
| 1973 |
+
"xX",
|
| 1974 |
+
"xXX",
|
| 1975 |
+
"x_X",
|
| 1976 |
+
"x_d",
|
| 1977 |
+
"x_x",
|
| 1978 |
+
"xd",
|
| 1979 |
+
"xdd",
|
| 1980 |
+
"xel",
|
| 1981 |
+
"xen",
|
| 1982 |
+
"xil",
|
| 1983 |
+
"xin",
|
| 1984 |
+
"xx",
|
| 1985 |
+
"xx'",
|
| 1986 |
+
"xx'x",
|
| 1987 |
+
"xx'xx",
|
| 1988 |
+
"xx.",
|
| 1989 |
+
"xxXXXXxxx",
|
| 1990 |
+
"xxdddd",
|
| 1991 |
+
"xxddxx",
|
| 1992 |
+
"xxx",
|
| 1993 |
+
"xxx'x",
|
| 1994 |
+
"xxx/xx",
|
| 1995 |
+
"xxxXXXX",
|
| 1996 |
+
"xxxdddd",
|
| 1997 |
+
"xxxx",
|
| 1998 |
+
"xxxx'",
|
| 1999 |
+
"xxxx'x",
|
| 2000 |
+
"xxxxX",
|
| 2001 |
+
"xxxxXXX",
|
| 2002 |
+
"xxxxXXXX",
|
| 2003 |
+
"xxxxXXXXxxx",
|
| 2004 |
+
"xxxx\u2019",
|
| 2005 |
+
"xxxx\u2019x",
|
| 2006 |
+
"xxx\u2019x",
|
| 2007 |
+
"xx\u2019",
|
| 2008 |
+
"xx\u2019x",
|
| 2009 |
+
"xx\u2019xx",
|
| 2010 |
+
"x\u2019",
|
| 2011 |
+
"x\u2019x",
|
| 2012 |
+
"x\u2019xxxx",
|
| 2013 |
+
"x\ufe35x",
|
| 2014 |
+
"y",
|
| 2015 |
+
"y'",
|
| 2016 |
+
"y's",
|
| 2017 |
+
"y.",
|
| 2018 |
+
"yaz",
|
| 2019 |
+
"yed",
|
| 2020 |
+
"yme",
|
| 2021 |
+
"you",
|
| 2022 |
+
"ysk",
|
| 2023 |
+
"y\u2019",
|
| 2024 |
+
"y\u2019s",
|
| 2025 |
+
"z",
|
| 2026 |
+
"z.",
|
| 2027 |
+
"zia",
|
| 2028 |
+
"zil",
|
| 2029 |
+
"zin",
|
| 2030 |
+
"zoledronic",
|
| 2031 |
+
"|",
|
| 2032 |
+
"}",
|
| 2033 |
+
"\u00a0",
|
| 2034 |
+
"\u00ac",
|
| 2035 |
+
"\u00ac_\u00ac",
|
| 2036 |
+
"\u00af",
|
| 2037 |
+
"\u00af\\(x)/\u00af",
|
| 2038 |
+
"\u00af\\(\u30c4)/\u00af",
|
| 2039 |
+
"\u00b0",
|
| 2040 |
+
"\u00b0C.",
|
| 2041 |
+
"\u00b0F.",
|
| 2042 |
+
"\u00b0K.",
|
| 2043 |
+
"\u00b0X.",
|
| 2044 |
+
"\u00b0c.",
|
| 2045 |
+
"\u00b0f.",
|
| 2046 |
+
"\u00b0k.",
|
| 2047 |
+
"\u00b0x.",
|
| 2048 |
+
"\u00e4",
|
| 2049 |
+
"\u00e4.",
|
| 2050 |
+
"\u00f6",
|
| 2051 |
+
"\u00f6.",
|
| 2052 |
+
"\u00fc",
|
| 2053 |
+
"\u00fc.",
|
| 2054 |
+
"\u0ca0",
|
| 2055 |
+
"\u0ca0_\u0ca0",
|
| 2056 |
+
"\u0ca0\ufe35\u0ca0",
|
| 2057 |
+
"\u2014",
|
| 2058 |
+
"\u2018",
|
| 2059 |
+
"\u2018S",
|
| 2060 |
+
"\u2018X",
|
| 2061 |
+
"\u2018s",
|
| 2062 |
+
"\u2018x",
|
| 2063 |
+
"\u2019",
|
| 2064 |
+
"\u2019-(",
|
| 2065 |
+
"\u2019-)",
|
| 2066 |
+
"\u2019Cause",
|
| 2067 |
+
"\u2019Cos",
|
| 2068 |
+
"\u2019Coz",
|
| 2069 |
+
"\u2019Cuz",
|
| 2070 |
+
"\u2019S",
|
| 2071 |
+
"\u2019X",
|
| 2072 |
+
"\u2019Xxx",
|
| 2073 |
+
"\u2019Xxxxx",
|
| 2074 |
+
"\u2019am",
|
| 2075 |
+
"\u2019bout",
|
| 2076 |
+
"\u2019cause",
|
| 2077 |
+
"\u2019cos",
|
| 2078 |
+
"\u2019coz",
|
| 2079 |
+
"\u2019cuz",
|
| 2080 |
+
"\u2019d",
|
| 2081 |
+
"\u2019em",
|
| 2082 |
+
"\u2019ll",
|
| 2083 |
+
"\u2019m",
|
| 2084 |
+
"\u2019nuff",
|
| 2085 |
+
"\u2019re",
|
| 2086 |
+
"\u2019s",
|
| 2087 |
+
"\u2019ve",
|
| 2088 |
+
"\u2019x",
|
| 2089 |
+
"\u2019xx",
|
| 2090 |
+
"\u2019xxx",
|
| 2091 |
+
"\u2019xxxx",
|
| 2092 |
+
"\u2019y",
|
| 2093 |
+
"\u2019\u2019",
|
| 2094 |
+
"\u2501",
|
| 2095 |
+
"\u253b",
|
| 2096 |
+
"\u253b\u2501\u253b",
|
| 2097 |
+
"\u256f",
|
| 2098 |
+
"\u25a1",
|
| 2099 |
+
"\ufe35",
|
| 2100 |
+
"\uff09"
|
| 2101 |
+
]
|
vocab/vectors
ADDED
|
Binary file (128 Bytes). View file
|
|
|
vocab/vectors.cfg
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"mode":"default"
|
| 3 |
+
}
|