{
  "lang":"de",
  "name":"GPTNERMED_GermanMedBERT",
  "version":"1.0.0",
  "description":"GermanMedBERT-based model of the GPTNERMED German NER model for medical entities.",
  "author":"Johann Frei",
  "email":"johann.frei@informatik.uni-augsburg.de",
  "url":"https://github.com/frankkramer-lab/GPTNERMED",
  "license":"",
  "spacy_version":">=3.4.1,<3.5.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "Diagnose",
      "Dosis",
      "Medikation"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.908036098,
    "ents_p":0.9186956522,
    "ents_r":0.8976210705,
    "ents_per_type":{
      "Medikation":{
        "p":0.9536842105,
        "r":0.9292307692,
        "f":0.9412987013
      },
      "Dosis":{
        "p":0.9327731092,
        "r":0.8939597315,
        "f":0.9129540781
      },
      "Diagnose":{
        "p":0.8506289308,
        "r":0.8533123028,
        "f":0.8519685039
      }
    },
    "transformer_loss":64.4418626536,
    "ner_loss":237.7637100321
  },
  "requirements":[
    "spacy-transformers>=1.1.9,<1.2.0"
  ]
}