{
  "lang":"de",
  "name":"GPTNERMED_gbert",
  "version":"1.0.0",
  "description":"Gbert-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":0.9114988438,
    "ents_p":0.9022055764,
    "ents_r":0.9209855565,
    "ents_per_type":{
      "Medikation":{
        "p":0.9348697395,
        "r":0.9569230769,
        "f":0.9457678662
      },
      "Dosis":{
        "p":0.9231824417,
        "r":0.9033557047,
        "f":0.9131614654
      },
      "Diagnose":{
        "p":0.8313609467,
        "r":0.8864353312,
        "f":0.8580152672
      }
    },
    "transformer_loss":328.8258853568,
    "ner_loss":569.2134757158
  },
  "requirements":[
    "spacy-transformers>=1.1.9,<1.2.0"
  ]
}