{"id":"W2597606909","doi":"10.1200/jco.2013.31.15_suppl.1507","title":"MRI volumetric analysis of fibroglandular tissue to assess risk of the spared nipple in <i>BRCA 1/2</i> patients who are considering prophylactic nipple-sparing mastectomy.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Mastectomy; Nuclear medicine; Univariate analysis; Breast MRI; Multivariate analysis; Mammography; Internal medicine; Cancer","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":[0.0008312648,0.0002072417,0.0001830127,0.0008692987,0.0001070355,0.0004427063,0.0003576584,0.0002593152,0.0006131171],"category_scores_gemma":[0.002380962,0.0001776392,0.0002541627,0.0004881374,0.0001993669,0.0002076838,0.0002560435,0.0002374885,0.0001104929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975315,"about_ca_system_score_gemma":0.0001811878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251075,"about_ca_topic_score_gemma":0.002175752,"domain_scores_codex":[0.9997645,0.00007774968,0.0000169953,0.00005468151,0.00005988968,0.00002603707],"domain_scores_gemma":[0.9988085,0.0002754699,0.0005809737,0.0001314878,0.0001096681,0.00009393017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009417284,0.0000846744,0.9710711,0.00005846694,0.0001208047,0.0001430351,0.0001597304,0.001212472,0.009470941,0.00007344266,0.0002113962,0.01645224],"study_design_scores_gemma":[0.00001285396,0.0003925437,0.9927756,0.00001030759,0.00005346349,0.0007676535,0.0001239038,0.003070419,0.002335951,0.00005887881,0.0003911534,0.00000739832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997832,0.0004410398,0.0009730977,0.00002975788,0.000005258672,0.00002513615,0.0002220172,0.00002521478,0.0004465379],"genre_scores_gemma":[0.9984251,0.00007327853,0.001171274,0.00001223361,0.00000722107,0.00001302598,0.0002140807,0.000006743583,0.00007683612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001251075,"threshold_uncertainty_score":0.0043962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07838119253515374,"score_gpt":0.3798817129876335,"score_spread":0.3015005204524798,"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."}}