{ "lang":"en", "name":"pipeline", "version":"0.0.0", "spacy_version":">=3.1.4,<3.2.0", "description":"", "author":"", "email":"", "url":"", "license":"", "spacy_git_version":"006df1ae1", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "transformer":[ ], "textcat":[ "Acute Bleed/Mesenteric Ischemia", "Adrenal Mass Abdomen/Pelvis", "Aortic Aneurysm Post EVT", "Aortic Aneurysm Pre EVT", "Aortic Dissection", "Cystogram", "Dual Phase Abdomen/Pelvis", "Enterography IBD", "NON Contrast Abdomen/Pelvis", "Oral & IV Abdomen Pelvis", "Oral Contrast Abdomen/Pelvis", "Pancreas Mass Abdomen/Pelvis", "Pelvis Only", "Rectal Contrast Abdomen/Pelvis", "Renal Donor", "Renal Mass Abdomen/Pelvis", "Renal Stone Abdomen/Pelvis", "Routine Abdomen/Pelvis", "Trauma Abdomen/Pelvis", "Urogram Post Treatment/Follow Up", "Urogram Pre Treatment Initial", "Venogram" ] }, "pipeline":[ "transformer", "textcat" ], "components":[ "transformer", "textcat" ], "disabled":[ ], "performance":{ "cats_score":0.7667419903, "cats_score_desc":"macro F", "cats_micro_p":0.8589429471, "cats_micro_r":0.8519354279, "cats_micro_f":0.8554248366, "cats_macro_p":0.7435368162, "cats_macro_r":0.8068930654, "cats_macro_f":0.7667419903, "cats_macro_auc":0.975717691, "cats_f_per_type":{ "Acute Bleed/Mesenteric Ischemia":{ "p":0.5662650602, "r":0.7790055249, "f":0.6558139535 }, "Adrenal Mass Abdomen/Pelvis":{ "p":1.0, "r":0.8823529412, "f":0.9375 }, "Aortic Aneurysm Post EVT":{ "p":0.7741935484, "r":0.7058823529, "f":0.7384615385 }, "Aortic Aneurysm Pre EVT":{ "p":0.7692307692, "r":0.8064516129, "f":0.7874015748 }, "Aortic Dissection":{ "p":0.7586206897, "r":0.7213114754, "f":0.7394957983 }, "Cystogram":{ "p":0.9090909091, "r":0.8333333333, "f":0.8695652174 }, "Dual Phase Abdomen/Pelvis":{ "p":0.5633802817, "r":0.6982543641, "f":0.6236080178 }, "Enterography IBD":{ "p":0.8, "r":0.8421052632, "f":0.8205128205 }, "NON Contrast Abdomen/Pelvis":{ "p":0.9460431655, "r":0.8375796178, "f":0.8885135135 }, "Oral & IV Abdomen Pelvis":{ "p":0.5531914894, "r":0.6842105263, "f":0.6117647059 }, "Oral Contrast Abdomen/Pelvis":{ "p":0.7, "r":0.5833333333, "f":0.6363636364 }, "Pancreas Mass Abdomen/Pelvis":{ "p":0.3820224719, "r":0.5573770492, "f":0.4533333333 }, "Pelvis Only":{ "p":0.5882352941, "r":0.9677419355, "f":0.7317073171 }, "Rectal Contrast Abdomen/Pelvis":{ "p":0.6666666667, "r":0.6896551724, "f":0.6779661017 }, "Renal Donor":{ "p":1.0, "r":1.0, "f":1.0 }, "Renal Mass Abdomen/Pelvis":{ "p":0.8446601942, "r":0.935483871, "f":0.887755102 }, "Renal Stone Abdomen/Pelvis":{ "p":0.6214953271, "r":0.9637681159, "f":0.7556818182 }, "Routine Abdomen/Pelvis":{ "p":0.9692068429, "r":0.8822197055, "f":0.9236697792 }, "Trauma Abdomen/Pelvis":{ "p":0.6666666667, "r":0.8913043478, "f":0.7627906977 }, "Urogram Post Treatment/Follow Up":{ "p":0.6666666667, "r":0.8333333333, "f":0.7407407407 }, "Urogram Pre Treatment Initial":{ "p":0.96, "r":0.8674698795, "f":0.9113924051 }, "Venogram":{ "p":0.652173913, "r":0.7894736842, "f":0.7142857143 } }, "cats_macro_auc_per_type":0.0, "transformer_loss":0.1979868331, "textcat_loss":5.0429760002 } }