{"id":"W2522023853","doi":"10.4236/jct.2016.710069","title":"Early Stage Triple Negative Breast Cancer Has Significantly Better Outcomes than More Advanced Disease: A Single Centre Retrospective Review","year":2016,"lang":"en","type":"article","venue":"Journal of Cancer Therapy","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Western University","funders":"","keywords":"Medicine; Stage (stratigraphy); Breast cancer; Triple-negative breast cancer; Oncology; Proportional hazards model; Hazard ratio; Internal medicine; Disease; Retrospective cohort study; Cancer; Radiation therapy; Progression-free survival; Multivariate analysis; Overall survival; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001452775,0.000191487,0.0007909589,0.002261973,0.0003783565,0.0009395647,0.0003911678,0.0004289923,0.001418987],"category_scores_gemma":[0.003395549,0.0003508446,0.0004990498,0.005120113,0.0004681415,0.000428215,0.000324353,0.0002460158,0.0003742709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005484351,"about_ca_system_score_gemma":0.001142068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007180178,"about_ca_topic_score_gemma":0.01059417,"domain_scores_codex":[0.998674,0.0002386491,0.0004615105,0.0002717417,0.0002726713,0.00008145389],"domain_scores_gemma":[0.9934824,0.002009123,0.002883297,0.0003082777,0.001084106,0.0002327062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002639727,0.00003160444,0.9694868,0.00459454,0.0005617595,0.002711511,0.0005302976,0.0000347044,0.0008686912,0.00008122689,0.001215648,0.01961919],"study_design_scores_gemma":[0.00001528327,0.000141627,0.9826818,0.001062402,0.0007927174,0.009197155,0.0006843968,0.00003615594,0.000232184,0.00001933819,0.005117597,0.00001949154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8225735,0.1723998,0.0003190315,0.0002226619,0.00006351119,0.0000980541,0.002719894,0.00001109129,0.001592389],"genre_scores_gemma":[0.9333204,0.06436691,0.0002454756,0.0002002929,0.00008177258,0.00006595485,0.001384137,0.00001166023,0.0003234219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007180178,"threshold_uncertainty_score":0.0142768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644927637488955,"score_gpt":0.2938152829376061,"score_spread":0.2773660065627165,"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."}}