{"id":"W2109879413","doi":"10.1148/radiol.2401041368","title":"MR Imaging–guided Breast Localization System with Medial or Lateral Access","year":2006,"lang":"en","type":"article","venue":"Radiology","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Magnetic resonance imaging; Institutional review board; Nuclear medicine; Biopsy; Ductal carcinoma; Lesion; Radiology; Stereotactic biopsy; Stereotaxy; Breast cancer; Cancer; Surgery","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":[0.0001122646,0.0001479304,0.0003523468,0.0001095081,0.00004998641,0.00002129132,0.0001291245,0.0000937771,0.0003199479],"category_scores_gemma":[0.00001269957,0.00009943786,0.00003446021,0.0002056312,0.0001393266,0.0000993478,0.00002917614,0.0001010198,0.00003442296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002622601,"about_ca_system_score_gemma":0.0001521837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005231,"about_ca_topic_score_gemma":0.0002767671,"domain_scores_codex":[0.9989285,0.00007534256,0.0002642702,0.0002946565,0.0001505884,0.0002866118],"domain_scores_gemma":[0.9993713,0.00008250362,0.00009817265,0.0002506261,0.0001133607,0.00008400562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006902099,0.0000628301,0.8571516,0.0002248091,0.00005419068,0.000574342,0.00006973265,0.0008483971,0.0002873171,0.001019957,0.1384571,0.000559502],"study_design_scores_gemma":[0.0200869,0.001117568,0.7873,0.001309391,0.0008383013,0.07177823,0.000161143,0.0430931,0.00444812,0.0001965666,0.06855499,0.00111572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248455,0.0007037417,0.03447885,0.01982871,0.002496846,0.001679144,0.00009221138,0.0008627425,0.01501227],"genre_scores_gemma":[0.9967675,0.00003351208,0.0003623546,0.0008666751,0.001398028,0.00008038501,0.0001305242,0.00003348522,0.0003274877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07192206,"threshold_uncertainty_score":0.4054958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553709927632126,"score_gpt":0.2922266855258384,"score_spread":0.2766895862495172,"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."}}