{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006645119,0.0001245511,0.000202114,0.0004859206,0.0001017984,0.0002298091,0.0002110738,0.0002473272,0.001133564],"category_scores_gemma":[0.004360906,0.00008367386,0.0003215674,0.0004284836,0.0002404979,0.0002661409,0.0001704842,0.0002318451,0.0001697275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286873,"about_ca_system_score_gemma":0.0001554898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084473,"about_ca_topic_score_gemma":0.002045639,"domain_scores_codex":[0.9998394,0.00005222847,0.00002147129,0.00002400891,0.00004349961,0.00001938155],"domain_scores_gemma":[0.9972711,0.001392011,0.0008679786,0.00005050888,0.0001791269,0.0002392228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007372789,0.000003860329,0.9980087,0.00002025637,0.00002743013,0.00005261593,0.00001608469,0.00004809789,0.00006512822,0.000004486028,0.00004628635,0.001633369],"study_design_scores_gemma":[0.000002409661,0.00006823772,0.9993185,0.00001427276,0.00003580951,0.00029269,0.0000315271,0.00006934048,0.00002293398,0.00001417966,0.0001290376,0.000001136924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923144,0.006720298,0.00008255566,0.0001464769,0.00001751609,0.000005873049,0.0002041206,0.00000338857,0.0005055108],"genre_scores_gemma":[0.9984753,0.001179252,0.00004482737,0.00001696496,0.00001983293,0.000003745258,0.0001862606,8.923808e-7,0.00007296825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001133564,"threshold_uncertainty_score":0.003792167,"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."}}