{"id":"W3021615173","doi":"10.1016/j.ijrobp.2006.07.413","title":"2011","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; Lumpectomy; Breast cancer; Stage (stratigraphy); Axillary Dissection; Radiation therapy; Axillary nodes; Hazard ratio; Dissection (medical); Sentinel node; Mastectomy; Cancer; Surgery; Internal medicine; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003235204,0.0007494118,0.000330531,0.000959949,0.000776094,0.001992167,0.000791874,0.001103102,0.5552781],"category_scores_gemma":[0.0006400522,0.0002663793,0.0003407802,0.0008311337,0.0004165874,0.0009052736,0.0009481997,0.001000206,0.5559032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00081217,"about_ca_system_score_gemma":0.001048024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311563,"about_ca_topic_score_gemma":0.005627751,"domain_scores_codex":[0.999844,0.00001010478,0.00000863645,0.0000392576,0.00007072584,0.00002738514],"domain_scores_gemma":[0.9995783,0.00003198764,0.00001546128,0.00008385395,0.0001845714,0.0001057992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001187832,0.000100435,0.0007745781,0.0001793433,0.00001306975,0.0001790962,0.00006204107,0.0002620502,0.006634533,0.009915574,0.5479599,0.4338005],"study_design_scores_gemma":[0.000007122631,0.00001457391,0.001065967,0.00005375909,0.0000064811,0.0002386564,0.00003834942,0.0001611388,0.0009098182,0.001043501,0.9964556,0.000005014658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003464813,0.005274032,0.005963587,0.004625726,0.006262431,0.0001159107,0.003388717,0.001656013,0.9692487],"genre_scores_gemma":[0.004505528,0.00197952,0.001441398,0.000578228,0.0002695042,0.0000423209,0.002492889,0.0001345638,0.9885561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4447219,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101046769167031,"score_gpt":0.2988085543034683,"score_spread":0.287798086611798,"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."}}