{"id":"W2106835954","doi":"10.1111/tbj.12366","title":"Multifocal and Multicentric Breast Cancer is Associated with Increased Local Recurrence Regardless of Surgery Type","year":2015,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Breast cancer; Multivariate analysis; Disease; Internal medicine; Stage (stratigraphy); Surgery; Cancer; Oncology","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":[0.0005087131,0.0001996758,0.0003275262,0.0007054668,0.0001938245,0.0003442447,0.0002109378,0.0002325014,0.001774352],"category_scores_gemma":[0.001645067,0.0002096783,0.0003310034,0.0003809037,0.0003191148,0.0001932592,0.0003645706,0.0002418825,0.0001267857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710209,"about_ca_system_score_gemma":0.0001113824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337198,"about_ca_topic_score_gemma":0.002357552,"domain_scores_codex":[0.9996874,0.00008360462,0.00003042739,0.00007421496,0.00006385709,0.00006049715],"domain_scores_gemma":[0.9977229,0.000350828,0.001460725,0.0001294382,0.00006780391,0.0002683011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003939173,0.00001463735,0.9944586,0.00001126398,0.00007264485,0.0002941101,0.00004467102,0.00004346062,0.001870756,0.00001207497,0.00002873961,0.002755153],"study_design_scores_gemma":[0.000006350293,0.00008315462,0.9977852,0.000003174957,0.00002511695,0.001805854,0.00004203739,0.0000495143,0.0001182189,0.00001343905,0.00006550421,0.000002511016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995512,0.0002747595,0.00004888255,0.00001253803,0.000001287229,0.000001712768,0.00001871525,0.000001733708,0.00008911276],"genre_scores_gemma":[0.9997286,0.00007133911,0.00004739057,0.000008337219,0.000006340153,0.000001360038,0.00003963015,0.000001246937,0.00009582713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001774352,"threshold_uncertainty_score":0.005935788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614001422657488,"score_gpt":0.2623994592005346,"score_spread":0.2362594449739598,"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."}}