{"id":"W1985540514","doi":"10.3747/co.19.1043","title":"Tumour Size Predicts Long-Term Survival among Women with Lymph Node-Positive Breast Cancer","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Breast cancer; Medicine; Lymph node; Internal medicine; Cancer; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001321275,0.0003140564,0.0003563786,0.00003227163,0.0001285644,0.00001315709,0.0001803674,0.0001522656,0.0001179777],"category_scores_gemma":[0.0000226854,0.000251779,0.00006038438,0.0001022947,0.0003214886,0.00001461659,0.0002041507,0.0001262376,0.00001772543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004563355,"about_ca_system_score_gemma":0.000233687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006662783,"about_ca_topic_score_gemma":0.0001476493,"domain_scores_codex":[0.9983084,0.0001301811,0.0001961291,0.0004296255,0.0001731023,0.0007625166],"domain_scores_gemma":[0.9991176,0.00005120589,0.000155446,0.0002539534,0.0001584647,0.0002633941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007832964,0.0007054114,0.9792055,0.00004002426,0.0004120522,0.00000924448,0.0005568182,0.000005541466,0.00225926,0.0000103986,0.0003870213,0.0156254],"study_design_scores_gemma":[0.002463882,0.0002075011,0.9932256,0.00006146416,0.0001301408,0.00009048988,0.000181797,0.000001202952,0.001996867,0.000002694806,0.001349202,0.0002891946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935415,0.00315359,0.000103616,0.0003101229,0.001419839,0.0002450115,0.0003149986,0.00003143682,0.0008798215],"genre_scores_gemma":[0.9969706,0.0006461003,0.00003624561,0.0001124846,0.001521254,0.0004644121,0.0001069262,0.00003977412,0.0001022132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01533621,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405970843660138,"score_gpt":0.3204022084851662,"score_spread":0.2963425000485648,"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."}}