{ "lang":"en", "name":"pipeline", "version":"0.0.0", "spacy_version":">=3.6.0,<3.7.0", "description":"", "author":"", "email":"", "url":"", "license":"", "spacy_git_version":"6fc153a26", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null, "mode":"default" }, "labels":{ "transformer":[ ], "ner":[ "B-Activity", "B-Administration", "B-Age", "B-Area", "B-Biological_attribute", "B-Biological_structure", "B-Clinical_event", "B-Color", "B-Coreference", "B-Date", "B-Detailed_description", "B-Diagnostic_procedure", "B-Disease", "B-Distance", "B-Dosage", "B-Duration", "B-Family_history", "B-Frequency", "B-Height", "B-History", "B-Lab_value", "B-Mass", "B-Medication", "B-Nonbiological_location", "B-Occupation", "B-Other_entity", "B-Other_event", "B-Outcome", "B-Personal_background", "B-Qualitative_concept", "B-Quantitative_concept", "B-Severity", "B-Sex", "B-Shape", "B-Sign_symptom", "B-Subject", "B-Texture", "B-Therapeutic_procedure", "B-Time", "B-Volume", "B-Weight", "B_Disease", "I-Activity", "I-Administration", "I-Age", "I-Area", "I-Biological_attribute", "I-Biological_structure", "I-Clinical_event", "I-Color", "I-Coreference", "I-Date", "I-Detailed_description", "I-Diagnostic_procedure", "I-Disease", "I-Distance", "I-Dosage", "I-Duration", "I-Family_history", "I-Frequency", "I-Height", "I-History", "I-Lab_value", "I-Mass", "I-Medication", "I-Nonbiological_location", "I-Occupation", "I-Other_entity", "I-Other_event", "I-Outcome", "I-Personal_background", "I-Qualitative_concept", "I-Quantitative_concept", "I-Severity", "I-Shape", "I-Sign_symptom", "I-Subject", "I-Texture", "I-Therapeutic_procedure", "I-Time", "I-Volume", "I-Weight", "I_Disease" ] }, "pipeline":[ "transformer", "ner" ], "components":[ "transformer", "ner" ], "disabled":[ ], "performance":{ "ents_f":0.9080879031, "ents_p":0.9070707357, "ents_r":0.9091073544, "ents_per_type":{ "B-Diagnostic_procedure":{ "p":0.8509771987, "r":0.8916382253, "f":0.8708333333 }, "I-Diagnostic_procedure":{ "p":0.8719923003, "r":0.8753623188, "f":0.8736740598 }, "B-Biological_structure":{ "p":0.7355371901, "r":0.8436018957, "f":0.7858719647 }, "B-Sign_symptom":{ "p":0.7602956705, "r":0.8275862069, "f":0.7925151348 }, "B-Disease":{ "p":0.6905444126, "r":0.7602523659, "f":0.7237237237 }, "B-Clinical_event":{ "p":0.7421052632, "r":0.8757763975, "f":0.8034188034 }, "I-Biological_structure":{ "p":0.8108108108, "r":0.9142857143, "f":0.8594449418 }, "B-Outcome":{ "p":0.5714285714, "r":0.6666666667, "f":0.6153846154 }, "B-Date":{ "p":0.7741935484, "r":0.9333333333, "f":0.8463476071 }, "I-Date":{ "p":0.7542735043, "r":0.9338624339, "f":0.8345153664 }, "B-Age":{ "p":0.9726027397, "r":0.9342105263, "f":0.9530201342 }, "I-Age":{ "p":0.9927797834, "r":0.975177305, "f":0.9838998211 }, "B-Personal_background":{ "p":1.0, "r":0.8571428571, "f":0.9230769231 }, "B-Sex":{ "p":0.9452054795, "r":0.9718309859, "f":0.9583333333 }, "B-History":{ "p":0.6428571429, "r":0.7894736842, "f":0.7086614173 }, "I-History":{ "p":0.6285714286, "r":0.616, "f":0.6222222222 }, "I-Sign_symptom":{ "p":0.7054631829, "r":0.6859122402, "f":0.6955503513 }, "B-Duration":{ "p":0.7951807229, "r":0.8461538462, "f":0.8198757764 }, "I-Duration":{ "p":0.8206896552, "r":0.8263888889, "f":0.8235294118 }, "B-Nonbiological_location":{ "p":0.8181818182, "r":0.8823529412, "f":0.8490566038 }, "I-Nonbiological_location":{ "p":0.8476190476, "r":0.8725490196, "f":0.8599033816 }, "I-Outcome":{ "p":0.0, "r":0.0, "f":0.0 }, "B-Detailed_description":{ "p":0.6308724832, "r":0.4921465969, "f":0.5529411765 }, "B-Medication":{ "p":0.8524096386, "r":0.9129032258, "f":0.8816199377 }, "B-Activity":{ "p":0.7, "r":0.3888888889, "f":0.5 }, "I-Activity":{ "p":1.0, "r":0.1, "f":0.1818181818 }, "B-Lab_value":{ "p":0.7782909931, "r":0.7729357798, "f":0.7756041427 }, "I-Lab_value":{ "p":0.8473154362, "r":0.8041401274, "f":0.8251633987 }, "B-Therapeutic_procedure":{ "p":0.6282051282, "r":0.8305084746, "f":0.7153284672 }, "I-Medication":{ "p":0.7256637168, "r":0.8118811881, "f":0.7663551402 }, "I-Family_history":{ "p":0.7236842105, "r":0.6470588235, "f":0.6832298137 }, "B-Family_history":{ "p":0.7, "r":0.5, "f":0.5833333333 }, "I-Detailed_description":{ "p":0.7278911565, "r":0.5363408521, "f":0.6176046176 }, "I-Therapeutic_procedure":{ "p":0.6971153846, "r":0.7286432161, "f":0.7125307125 }, "B-Coreference":{ "p":0.5, "r":0.1746031746, "f":0.2588235294 }, "B-Frequency":{ "p":0.4615384615, "r":0.5454545455, "f":0.5 }, "I-Frequency":{ "p":0.4782608696, "r":0.7333333333, "f":0.5789473684 }, "B-Dosage":{ "p":0.8630136986, "r":0.875, "f":0.8689655172 }, "I-Disease":{ "p":0.6910569106, "r":0.8095238095, "f":0.7456140351 }, "I-Other_event":{ "p":0.0, "r":0.0, "f":0.0 }, "B-Texture":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Texture":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Coreference":{ "p":1.0, "r":0.05, "f":0.0952380952 }, "B-Administration":{ "p":0.6111111111, "r":0.7333333333, "f":0.6666666667 }, "B-Time":{ "p":0.8666666667, "r":0.9285714286, "f":0.8965517241 }, "I-Time":{ "p":0.8285714286, "r":0.935483871, "f":0.8787878788 }, "B-Distance":{ "p":0.75, "r":1.0, "f":0.8571428571 }, "I-Distance":{ "p":0.7352941176, "r":0.625, "f":0.6756756757 }, "I-Clinical_event":{ "p":0.96, "r":0.8571428571, "f":0.9056603774 }, "B-Area":{ "p":0.5, "r":0.6666666667, "f":0.5714285714 }, "B-Color":{ "p":0.7142857143, "r":0.8333333333, "f":0.7692307692 }, "I-Color":{ "p":0.0, "r":0.0, "f":0.0 }, "B-Volume":{ "p":1.0, "r":0.3333333333, "f":0.5 }, "I-Volume":{ "p":1.0, "r":0.2352941176, "f":0.380952381 }, "I-Dosage":{ "p":0.8866995074, "r":0.9045226131, "f":0.8955223881 }, "B-Subject":{ "p":0.5, "r":0.4444444444, "f":0.4705882353 }, "B-Weight":{ "p":0.3333333333, "r":0.5, "f":0.4 }, "I-Area":{ "p":0.5227272727, "r":0.7931034483, "f":0.6301369863 }, "B-Severity":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Subject":{ "p":0.0, "r":0.0, "f":0.0 }, "B-Quantitative_concept":{ "p":0.0, "r":0.0, "f":0.0 }, "B-Qualitative_concept":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Occupation":{ "p":0.7777777778, "r":0.7, "f":0.7368421053 }, "I-Shape":{ "p":0.0, "r":0.0, "f":0.0 }, "B-Shape":{ "p":1.0, "r":0.1666666667, "f":0.2857142857 }, "B-Other_event":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Administration":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Personal_background":{ "p":0.8571428571, "r":1.0, "f":0.9230769231 }, "I-Quantitative_concept":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Qualitative_concept":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Weight":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Severity":{ "p":0.0, "r":0.0, "f":0.0 }, "B-Other_entity":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Other_entity":{ "p":0.975, "r":0.8666666667, "f":0.9176470588 }, "B-Occupation":{ "p":1.0, "r":0.5, "f":0.6666666667 }, "I-Biological_attribute":{ "p":0.0, "r":0.0, "f":0.0 }, "B-Biological_attribute":{ "p":0.0, "r":0.0, "f":0.0 }, "B-Mass":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Mass":{ "p":0.0, "r":0.0, "f":0.0 }, "B-Height":{ "p":0.0, "r":0.0, "f":0.0 }, "I-Height":{ "p":0.0, "r":0.0, "f":0.0 }, "B_Disease":{ "p":0.9209486166, "r":0.8608297002, "f":0.8898749233 }, "I_Disease":{ "p":0.9060706717, "r":0.9495021958, "f":0.9272781548 } }, "transformer_loss":7113.0919001012, "ner_loss":14944.8069233904 } }