{"id":"W2963140894","doi":"10.1007/s10549-019-05364-z","title":"Multiple foci of microinvasion is associated with an increased risk of invasive local recurrence in women with ductal carcinoma in situ treated with breast-conserving surgery","year":2019,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; McMaster University; University of Toronto; Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"Canadian Cancer Society Research Institute; Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Medicine; Ductal carcinoma; Breast cancer; Breast-conserving surgery; Proportional hazards model; Oncology; Cohort; Population; Internal medicine; Radiation therapy; Hazard ratio; Mastectomy; Cancer; Radiology; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002932448,0.000215152,0.0003085577,0.000741614,0.0002081709,0.0005126069,0.0002412988,0.0003947128,0.00173194],"category_scores_gemma":[0.001959511,0.0002822051,0.0003318533,0.0006469646,0.0003059215,0.0003010715,0.0002745902,0.0005131703,0.000122994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001482201,"about_ca_system_score_gemma":0.0001730037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327493,"about_ca_topic_score_gemma":0.001676161,"domain_scores_codex":[0.9998006,0.00008401991,0.00001550489,0.00002869211,0.00004173109,0.0000294853],"domain_scores_gemma":[0.9981177,0.0006034112,0.0008191962,0.0001396994,0.00008194942,0.0002379931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00100477,0.00005733669,0.993109,0.00001764272,0.00007491426,0.0002863826,0.00007418022,0.00004112196,0.00246828,0.00001937178,0.00003437474,0.002812563],"study_design_scores_gemma":[0.000006936283,0.0001612444,0.9983054,0.000002675295,0.00005836951,0.0009083602,0.0001193783,0.00005948687,0.0002714322,0.00002396572,0.00008035474,0.000002333013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986426,0.000807488,0.0000857992,0.00004234782,0.000005200489,0.000003179313,0.0000337773,0.000004407515,0.0003752054],"genre_scores_gemma":[0.999613,0.0001674087,0.00005088131,0.000008146204,0.000008373176,0.000002140927,0.00002017432,0.00000149601,0.0001284884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00173194,"threshold_uncertainty_score":0.005793869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193822278566887,"score_gpt":0.2630816724768086,"score_spread":0.2436994446201199,"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."}}