{"id":"W2100232231","doi":"10.1016/j.ijrobp.2011.03.045","title":"Ductal Carcinoma in Situ—The Influence of the Radiotherapy Boost on Local Control","year":2011,"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":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Radiation therapy; Ductal carcinoma; Proportional hazards model; Univariate analysis; Stage (stratigraphy); Carcinoma; Breast-conserving surgery; Internal medicine; Oncology; Breast cancer; Urology; Mastectomy; Multivariate analysis; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0002483874,0.0001416365,0.0002320138,0.00004690197,0.0000493162,0.000005143711,0.0005268137,0.0001326441,0.000008600286],"category_scores_gemma":[0.0001037561,0.0000896719,0.0001627912,0.00008232619,0.0004074179,0.00001426113,0.00005386577,0.0002120789,0.000002457898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242879,"about_ca_system_score_gemma":0.0002528607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007661477,"about_ca_topic_score_gemma":0.00005015057,"domain_scores_codex":[0.9989092,0.000222101,0.0004182072,0.0001551536,0.0001505577,0.0001448263],"domain_scores_gemma":[0.9987537,0.0001114106,0.0006209482,0.0001752636,0.0003071214,0.00003152534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001398809,0.0004608954,0.9158907,0.000002742842,0.0006777719,0.0000130762,0.0009430645,0.004845537,0.04987119,0.003816939,0.0003716259,0.02170764],"study_design_scores_gemma":[0.005063842,0.0009219982,0.9518164,0.00002308884,0.00004923088,0.0001093117,0.0001138815,0.0001061802,0.03648529,0.001715396,0.00347356,0.0001217672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952567,0.0005937579,0.001360651,0.001530047,0.0007759352,0.0001395104,0.00003701076,0.000002895336,0.0003035357],"genre_scores_gemma":[0.9976197,0.0002579319,0.0001419356,0.00127433,0.0006658037,0.00001123353,0.000008169954,0.00001263846,0.000008222401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03592574,"threshold_uncertainty_score":0.3656714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124915109503079,"score_gpt":0.2778383677348594,"score_spread":0.2665892166398287,"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."}}