{ "lang":"en", "name":"pipeline", "version":"0.0.0", "description":"", "author":"", "email":"", "url":"", "license":"", "spacy_version":">=3.7.4,<3.8.0", "spacy_git_version":"bff8725f4", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "transformer":[ ], "ner":[ "AGREE", "ALLERGY", "ANTIBIOTIC", "BETA-BLOCKERS", "BLOOD LOSS", "CONSENT", "DURATION", "FIRE RISK", "GREETING", "MEDICAL_PROCEDURE", "MEDICAL_ROLE", "MEDS/EQUIPMENT", "MRN", "NAME", "POSITION", "RADIOLOGY", "READY", "SITES" ] }, "pipeline":[ "transformer", "ner" ], "components":[ "transformer", "ner" ], "disabled":[ ], "performance":{ "ents_f":0.6808510638, "ents_p":0.6956521739, "ents_r":0.6666666667, "ents_per_type":{ "GREETING":{ "p":1.0, "r":1.0, "f":1.0 }, "READY":{ "p":1.0, "r":1.0, "f":1.0 }, "NAME":{ "p":1.0, "r":1.0, "f":1.0 }, "MEDICAL_ROLE":{ "p":1.0, "r":1.0, "f":1.0 }, "MRN":{ "p":1.0, "r":1.0, "f":1.0 }, "MEDICAL_PROCEDURE":{ "p":1.0, "r":1.0, "f":1.0 }, "MEDS/EQUIPMENT":{ "p":0.5, "r":0.6666666667, "f":0.5714285714 }, "CONSENT":{ "p":0.0, "r":0.0, "f":0.0 }, "ANTIBIOTIC":{ "p":0.6666666667, "r":1.0, "f":0.8 }, "ALLERGY":{ "p":1.0, "r":1.0, "f":1.0 }, "BLOOD LOSS":{ "p":0.0, "r":0.0, "f":0.0 }, "POSITION":{ "p":0.0, "r":0.0, "f":0.0 }, "RADIOLOGY":{ "p":0.0, "r":0.0, "f":0.0 }, "FIRE RISK":{ "p":1.0, "r":1.0, "f":1.0 }, "DURATION":{ "p":1.0, "r":1.0, "f":1.0 }, "AGREE":{ "p":1.0, "r":1.0, "f":1.0 }, "SITES":{ "p":0.0, "r":0.0, "f":0.0 }, "BETA-BLOCKERS":{ "p":0.0, "r":0.0, "f":0.0 }, "SPECIMEN":{ "p":0.0, "r":0.0, "f":0.0 } }, "transformer_loss":0.0000247666, "ner_loss":0.0000189024 }, "requirements":[ "spacy-transformers>=1.3.5,<1.4.0" ] }