| { | |
| "lang":"es", | |
| "name":"breast_cancer_ehr_ner", | |
| "version":"0.0.0", | |
| "description":"Breast Cancer Diagnosis NER model", | |
| "author":"\u00c1lvaro Garc\u00eda Barrag\u00e1n", | |
| "email":"[email protected]", | |
| "url":"", | |
| "license":"mit", | |
| "spacy_version":">=3.5.0,<3.6.0", | |
| "spacy_git_version":"Unknown", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "ner":[ | |
| "CANCER_CONCEPT", | |
| "CANCER_EXP", | |
| "CANCER_GRADE", | |
| "CANCER_INTRTYPE", | |
| "CANCER_LOC", | |
| "CANCER_MET", | |
| "CANCER_REC", | |
| "CANCER_STAGE", | |
| "CANCER_SUBTYPE", | |
| "CANCER_TYPE", | |
| "DATE", | |
| "IMPLICIT_DATE", | |
| "MOLEC_MARKER", | |
| "SURGERY", | |
| "TNM", | |
| "TRAT", | |
| "TRAT_DRUG", | |
| "TRAT_FREQ", | |
| "TRAT_INTERVAL", | |
| "TRAT_QUANTITY", | |
| "TRAT_SHEMA" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.9320658474, | |
| "ents_p":0.9245630175, | |
| "ents_r":0.9396914446, | |
| "ents_per_type":{ | |
| "CANCER_CONCEPT":{ | |
| "p":0.9935897436, | |
| "r":0.9627329193, | |
| "f":0.9779179811 | |
| }, | |
| "CANCER_TYPE":{ | |
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| "r":0.9901960784, | |
| "f":0.9901960784 | |
| }, | |
| "CANCER_EXP":{ | |
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| "r":1.0, | |
| "f":0.9779411765 | |
| }, | |
| "CANCER_GRADE":{ | |
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| "r":0.9479166667, | |
| "f":0.9191919192 | |
| }, | |
| "MOLEC_MARKER":{ | |
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| "r":0.9375, | |
| "f":0.9333333333 | |
| }, | |
| "TNM":{ | |
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| "r":0.8951612903, | |
| "f":0.8671875 | |
| }, | |
| "CANCER_STAGE":{ | |
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| "r":0.9130434783, | |
| "f":0.9333333333 | |
| }, | |
| "CANCER_LOC":{ | |
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| "r":0.9299719888, | |
| "f":0.9273743017 | |
| }, | |
| "DATE":{ | |
| "p":0.9378881988, | |
| "r":0.9741935484, | |
| "f":0.9556962025 | |
| }, | |
| "SURGERY":{ | |
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| "r":0.9333333333, | |
| "f":0.9205479452 | |
| }, | |
| "TRAT_DRUG":{ | |
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| "r":0.9775280899, | |
| "f":0.9304812834 | |
| }, | |
| "TRAT_INTERVAL":{ | |
| "p":0.9107142857, | |
| "r":0.9272727273, | |
| "f":0.9189189189 | |
| }, | |
| "IMPLICIT_DATE":{ | |
| "p":0.7586206897, | |
| "r":0.7333333333, | |
| "f":0.7457627119 | |
| }, | |
| "TRAT":{ | |
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| "r":0.9024390244, | |
| "f":0.9079754601 | |
| }, | |
| "CANCER_REC":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "CANCER_INTRTYPE":{ | |
| "p":1.0, | |
| "r":0.8888888889, | |
| "f":0.9411764706 | |
| }, | |
| "CANCER_MET":{ | |
| "p":0.9277108434, | |
| "r":0.9277108434, | |
| "f":0.9277108434 | |
| }, | |
| "TRAT_SHEMA":{ | |
| "p":0.9333333333, | |
| "r":1.0, | |
| "f":0.9655172414 | |
| }, | |
| "CANCER_SUBTYPE":{ | |
| "p":0.75, | |
| "r":0.75, | |
| "f":0.75 | |
| }, | |
| "TRAT_QUANTITY":{ | |
| "p":0.9090909091, | |
| "r":0.7692307692, | |
| "f":0.8333333333 | |
| }, | |
| "TRAT_FREQ":{ | |
| "p":0.8888888889, | |
| "r":1.0, | |
| "f":0.9411764706 | |
| } | |
| }, | |
| "transformer_loss":450.1462650569, | |
| "ner_loss":12160.5466765245 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.3.5,<1.4.0" | |
| ] | |
| } |