{"id":"W2059638529","doi":"10.1158/0008-5472.sabcs-09-4012","title":"Breast Lesions of Uncertain Malignant Potential: A Challenge for Surgeons.","year":2009,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Lobular carcinoma; Ductal carcinoma; Biopsy; Scars; Breast cancer; Carcinoma; Radiology; Surgery; Atypical hyperplasia; 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":[0.002439848,0.0004037501,0.0005516636,0.001000101,0.0007634876,0.00164729,0.001025485,0.002310304,0.004008541],"category_scores_gemma":[0.009228481,0.0003032078,0.0002775738,0.000657051,0.001046448,0.001949691,0.0009239246,0.001418346,0.002993482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928622,"about_ca_system_score_gemma":0.0008625613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437178,"about_ca_topic_score_gemma":0.002959432,"domain_scores_codex":[0.9991624,0.0002895517,0.0001078131,0.00008233225,0.000255292,0.0001026927],"domain_scores_gemma":[0.9934189,0.002821322,0.001071433,0.0002843979,0.001282802,0.001121189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004121459,0.0001526629,0.3681018,0.000807071,0.00006103928,0.0477612,0.0008035152,0.0006049457,0.002500608,0.001343297,0.08268626,0.4947655],"study_design_scores_gemma":[0.00008967341,0.0006118138,0.2762949,0.003115708,0.0001382423,0.5833492,0.0183279,0.004381906,0.001052887,0.01734715,0.09507581,0.0002148631],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5186681,0.1671183,0.009251981,0.2801171,0.003926354,0.0001132326,0.0008244407,0.0004413782,0.01953921],"genre_scores_gemma":[0.8900644,0.06067208,0.01330552,0.01700886,0.01437016,0.00007027134,0.0006562763,0.00008986342,0.003762502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004008541,"threshold_uncertainty_score":0.01340985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153644757946733,"score_gpt":0.410905977875669,"score_spread":0.2955415020809956,"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."}}