{"id":"W2168440637","doi":"10.1245/s10434-009-0607-1","title":"Magnetic Resonance Imaging in the Planning of Initial Lumpectomy for Invasive Breast Carcinoma: Its Effect on Ipsilateral Breast Tumor Recurrence After Breast-Conservation Therapy","year":2009,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Alberta; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Lumpectomy; Breast MRI; Magnetic resonance imaging; Breast cancer; Hazard ratio; Surgical oncology; Mastectomy; Radiology; Breast-conserving surgery; Univariate analysis; Breast carcinoma; Multivariate analysis; Oncology; Internal medicine; Confidence interval; Cancer; Mammography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003789433,0.0002314131,0.0004103192,0.00007901232,0.00005157524,0.000008693398,0.0002095934,0.0001014205,0.00001298495],"category_scores_gemma":[0.00002555945,0.0001669162,0.0001555715,0.0001490475,0.0001738111,0.00001413441,0.0000391651,0.0001189847,0.000001236137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002144379,"about_ca_system_score_gemma":0.0001161812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006802422,"about_ca_topic_score_gemma":0.0000247881,"domain_scores_codex":[0.9984617,0.0002905728,0.0003782869,0.0003712846,0.0001543878,0.0003437321],"domain_scores_gemma":[0.9989855,0.0003480444,0.0001914447,0.0002154614,0.0002156739,0.00004389095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04935125,0.001762141,0.5077539,0.0001136205,0.00008484789,0.0005819302,0.001196507,0.00002882129,0.01598494,0.0002658524,0.002224373,0.4206518],"study_design_scores_gemma":[0.003908253,0.00332243,0.9740493,0.0001499314,0.00001929445,0.0009717526,0.00005488761,0.00001587771,0.01372551,0.0001320013,0.003467309,0.0001834319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851291,0.005516915,0.000002774305,0.008070052,0.00007857171,0.0005040169,0.0002698778,0.000005468959,0.000423182],"genre_scores_gemma":[0.9976471,0.0003670201,0.00003401563,0.00150084,0.0001929685,0.0001767348,0.00006315279,0.00001193982,0.000006194709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4662954,"threshold_uncertainty_score":0.6806646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013699943200023,"score_gpt":0.3443258202842902,"score_spread":0.3141888208522899,"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."}}