{"id":"W3022049138","doi":"10.6004/jnccn.2020.7531","title":"Letter to the Editor: Radiation for Prior DCIS is a Risk Factor for Death From Invasive Breast Cancer","year":2020,"lang":"en","type":"letter","venue":"Journal of the National Comprehensive Cancer Network","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Breast cancer; Oncology; Risk factor; Cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007045691,0.0004063041,0.0005006392,0.00004427265,0.0004397297,0.00006716415,0.0006800949,0.00033065,0.00005210554],"category_scores_gemma":[0.0001778387,0.0002507386,0.0006918739,0.0001382692,0.0000650343,0.00001194523,0.0001784087,0.0006699158,0.000002460709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004816836,"about_ca_system_score_gemma":0.0007302505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008823958,"about_ca_topic_score_gemma":0.0001130388,"domain_scores_codex":[0.9979211,0.0001524134,0.0004929088,0.0004321703,0.0006541519,0.0003472327],"domain_scores_gemma":[0.9954496,0.0006986736,0.001227239,0.0002192784,0.002331465,0.00007373479],"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":[0.0007972358,0.0000107829,0.0007812855,0.00003526508,0.002255158,0.000001041992,0.0001881406,0.004734168,0.0002357146,8.02509e-7,0.988481,0.002479444],"study_design_scores_gemma":[0.001327943,0.0001119366,0.0176314,0.0001920523,0.0005923203,0.000008457042,0.00001147422,0.00004867258,0.0006756398,0.0003117581,0.9788118,0.0002765511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007874676,0.01064703,0.001109248,0.9363092,0.01360325,0.001761655,0.03576953,0.00000602207,0.0000065801],"genre_scores_gemma":[0.004893279,0.001497351,0.0005571734,0.6987564,0.2933697,0.0005948995,0.0001387052,0.00007021193,0.000122332],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2797664,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011996339394589,"score_gpt":0.2949070088732546,"score_spread":0.2647870454793087,"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."}}