{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004121886,0.0001881324,0.0002712882,0.00004565154,0.0001304307,0.00002532898,0.0001485057,0.00008229935,0.00001955549],"category_scores_gemma":[0.00008716236,0.000114068,0.00006190998,0.0001957482,0.0003422475,0.000009831969,0.0000896324,0.0001628137,0.0000020022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000786605,"about_ca_system_score_gemma":0.0004017022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005542965,"about_ca_topic_score_gemma":0.0001534905,"domain_scores_codex":[0.9988479,0.0001687058,0.0002287567,0.0002048383,0.0002763111,0.0002734869],"domain_scores_gemma":[0.9986909,0.00007414405,0.0002644183,0.0001912192,0.0005925644,0.0001867222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004771554,0.0004372332,0.9359224,0.00002690462,0.001310308,0.00004859388,0.0007399199,0.0001322416,0.00131401,0.000005499568,0.008321078,0.04697026],"study_design_scores_gemma":[0.003131908,0.0001305893,0.9861392,0.0003194486,0.0003050301,0.0058739,0.0007278388,0.0002280911,0.002471936,0.00002825001,0.000343573,0.0003002503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952111,0.003032938,0.0001680662,0.0010456,0.000178162,0.00009355864,0.0002130849,0.000006980094,0.00005046849],"genre_scores_gemma":[0.998985,0.0005244218,0.00004561633,0.0001524353,0.0002137331,0.000006812409,0.00001815101,0.00001995718,0.00003387487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05021679,"threshold_uncertainty_score":0.4651559,"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."}}