{
  "lang":"es",
  "name":"breast_cancer_ehr_ner",
  "version":"0.0.0",
  "description":"Breast Cancer Diagnosis NER model",
  "author":"\u00c1lvaro Garc\u00eda Barrag\u00e1n",
  "email":"alvaro8gb@gmail.com",
  "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
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      "CANCER_TYPE":{
        "p":0.9901960784,
        "r":0.9901960784,
        "f":0.9901960784
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      "CANCER_EXP":{
        "p":0.9568345324,
        "r":1.0,
        "f":0.9779411765
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      "CANCER_GRADE":{
        "p":0.8921568627,
        "r":0.9479166667,
        "f":0.9191919192
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      "MOLEC_MARKER":{
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        "r":0.9375,
        "f":0.9333333333
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      "TNM":{
        "p":0.8409090909,
        "r":0.8951612903,
        "f":0.8671875
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      "CANCER_STAGE":{
        "p":0.9545454545,
        "r":0.9130434783,
        "f":0.9333333333
      },
      "CANCER_LOC":{
        "p":0.9247910864,
        "r":0.9299719888,
        "f":0.9273743017
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      "DATE":{
        "p":0.9378881988,
        "r":0.9741935484,
        "f":0.9556962025
      },
      "SURGERY":{
        "p":0.9081081081,
        "r":0.9333333333,
        "f":0.9205479452
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      "TRAT_DRUG":{
        "p":0.887755102,
        "r":0.9775280899,
        "f":0.9304812834
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      "TRAT_INTERVAL":{
        "p":0.9107142857,
        "r":0.9272727273,
        "f":0.9189189189
      },
      "IMPLICIT_DATE":{
        "p":0.7586206897,
        "r":0.7333333333,
        "f":0.7457627119
      },
      "TRAT":{
        "p":0.9135802469,
        "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"
  ]
}