{"id":"W2998198400","doi":"10.3747/co.26.5225","title":"Recurrence and Mortality after Breast-Conserving Surgery without Radiation","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Princess Margaret Cancer Centre; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Hazard ratio; Breast cancer; Internal medicine; Comorbidity; Confidence interval; Retrospective cohort study; Randomized controlled trial; Cancer; Cohort; Radiation therapy; Stage (stratigraphy); Cause of death; Breast-conserving surgery; Surgery; Proportional hazards model; Oncology; Disease; Mastectomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005423328,0.0001432485,0.0003400306,0.0004313553,0.0002719847,0.0003771581,0.000426593,0.000238887,0.0009741859],"category_scores_gemma":[0.003005197,0.000144601,0.0007050994,0.0007109942,0.0002041889,0.0001878377,0.000408231,0.0003963347,0.00009547353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937187,"about_ca_system_score_gemma":0.00180693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07451517,"about_ca_topic_score_gemma":0.113676,"domain_scores_codex":[0.9993801,0.0001059143,0.00005035137,0.0001003992,0.0001928129,0.0001704022],"domain_scores_gemma":[0.9978825,0.0002628428,0.001263383,0.0001264219,0.0002017486,0.0002629857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003523423,0.00001527704,0.9967436,0.00003205743,0.0001100644,0.00007405261,0.00003579701,0.00008583438,0.00006170403,0.00001716526,0.0002176459,0.002254415],"study_design_scores_gemma":[0.000013246,0.00006123179,0.9992943,0.00001276207,0.00006212627,0.0001504946,0.00003034687,0.0001125877,0.00003826098,0.00001901395,0.0002026747,0.000002920545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968016,0.001484554,0.0000728563,0.0001464853,0.00001125966,0.00001002263,0.0008833193,0.000004362989,0.0005854375],"genre_scores_gemma":[0.9986123,0.0003492254,0.00003270371,0.00002395165,0.00001518087,0.000005108548,0.000821116,0.000001511401,0.000138932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07451517,"threshold_uncertainty_score":0.1481629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797750112469036,"score_gpt":0.3482352566276715,"score_spread":0.3102577555029811,"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."}}