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{ |
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"lang":"en", |
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"name":"core_med7_trf", |
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"version":"3.4.2.1", |
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"description":"", |
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"author":"Andrey Kormilitzin", |
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"email":"[email protected]", |
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"url":"https://www.kormilitzin.com/", |
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"license":"MIT", |
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"spacy_version":">=3.4.2,<3.5.0", |
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"spacy_git_version":"Unknown", |
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"vectors":{ |
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"width":300, |
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"vectors":514157, |
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"keys":514157, |
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"name":"en_vectors" |
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}, |
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"labels":{ |
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"transformer":[ |
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], |
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"ner":[ |
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"DOSAGE", |
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"DRUG", |
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"DURATION", |
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"FORM", |
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"FREQUENCY", |
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"ROUTE", |
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"STRENGTH" |
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] |
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}, |
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"pipeline":[ |
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"transformer", |
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"ner" |
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], |
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"components":[ |
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"transformer", |
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"ner" |
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], |
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"disabled":[ |
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], |
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"performance":{ |
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"ents_f":0.9032835821, |
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"ents_p":0.8822157434, |
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"ents_r":0.925382263, |
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"ents_per_type":{ |
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"r":0.9349206349, |
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"f":0.9068514242 |
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}, |
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"ROUTE":{ |
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"p":0.9444444444, |
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"r":0.9739583333, |
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"f":0.958974359 |
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}, |
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"STRENGTH":{ |
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"r":0.9380165289, |
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"f":0.9284253579 |
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}, |
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"r":0.7947368421, |
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"f":0.7723785166 |
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}, |
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"FORM":{ |
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"p":0.9449541284, |
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"r":0.9493087558, |
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"f":0.9471264368 |
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}, |
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"DOSAGE":{ |
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"r":0.958041958, |
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"f":0.9133333333 |
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}, |
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"DURATION":{ |
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"p":0.64, |
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"r":0.7619047619, |
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"f":0.6956521739 |
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} |
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}, |
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"transformer_loss":25026.2706476041, |
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"ner_loss":1145.767683525 |
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}, |
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"requirements":[ |
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"spacy-transformers>=1.1.6,<1.2.0" |
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] |
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} |