{"id":"W2072471730","doi":"10.1097/sap.0b013e3181a20cae","title":"The Surgical Management of Granulomatous Mastitis","year":2009,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Granulomatous mastitis; Mastectomy; Surgery; Mammaplasty; Biopsy; Mastitis; Breast reconstruction; Wide local excision; Incision and drainage; Presentation (obstetrics); Breast reduction; General surgery; Breast cancer; Radiology; Abscess; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003236617,0.000515715,0.0002136847,0.0009387142,0.0009584571,0.000485413,0.0003930994,0.0005968599,0.001345846],"category_scores_gemma":[0.001987875,0.0001876278,0.0003325548,0.0004014623,0.000595133,0.0004347461,0.0003958927,0.0005700288,0.0005707233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374791,"about_ca_system_score_gemma":0.0006320046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003292054,"about_ca_topic_score_gemma":0.0006759591,"domain_scores_codex":[0.9997033,0.00009156956,0.00004239085,0.00002432366,0.00007060464,0.00006775893],"domain_scores_gemma":[0.9995851,0.0001275966,0.0001466017,0.00002729332,0.00003544571,0.00007804057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003806006,0.0003154446,0.238024,0.0007366177,0.00008704431,0.447354,0.000854334,0.001778594,0.01620812,0.001083814,0.007212584,0.2859648],"study_design_scores_gemma":[0.00002595688,0.0003943615,0.04529635,0.0001706439,0.00002584873,0.9385502,0.000757122,0.0007324616,0.002747399,0.0004347129,0.01084672,0.00001822599],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9012413,0.05320075,0.01147975,0.005984359,0.0007179899,0.0001770974,0.0001286155,0.0002656376,0.0268045],"genre_scores_gemma":[0.9826511,0.01167592,0.002918426,0.0007676463,0.0007704421,0.00003699892,0.00008105089,0.000017235,0.001081216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001345846,"threshold_uncertainty_score":0.004502296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688149021885401,"score_gpt":0.2970118113633379,"score_spread":0.2501303211444839,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}