{ "lang":"en", "name":"core_med7_trf", "version":"3.1.3.1", "description":"", "author":"Andrey Kormilitzin", "email":"kormilitzin@gmail.com", "url":"kormilitzin.com", "license":"MIT", "spacy_version":">=3.1.4,<3.2.0", "spacy_git_version":"8bda39f08", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "transformer":[ ], "ner":[ "DOSAGE", "DRUG", "DURATION", "FORM", "FREQUENCY", "ROUTE", "STRENGTH" ] }, "pipeline":[ "transformer", "ner" ], "components":[ "transformer", "ner" ], "disabled":[ ], "performance":{ "ents_f":0.8976388699, "ents_p":0.8910716705, "ents_r":0.9043035886, "ents_per_type":{ "DRUG":{ "p":0.8898463844, "r":0.9310074481, "f":0.9099616858 }, "DOSAGE":{ "p":0.8890554723, "r":0.8930722892, "f":0.8910593539 }, "STRENGTH":{ "p":0.9363057325, "r":0.9625818522, "f":0.9492619926 }, "FREQUENCY":{ "p":0.7804597701, "r":0.7786697248, "f":0.7795637199 }, "FORM":{ "p":0.9034676664, "r":0.8950789229, "f":0.8992537313 }, "ROUTE":{ "p":0.949945593, "r":0.9247881356, "f":0.9371980676 }, "DURATION":{ "p":0.7111111111, "r":0.6666666667, "f":0.688172043 } }, "transformer_loss":2096.0609702383, "ner_loss":8748.9384091962 }, "requirements":[ "spacy-transformers>=1.1.2,<1.2.0" ] }