{"id":"W2010910366","doi":"10.1016/j.ijrobp.2013.08.026","title":"Hypofractionated Radiation Therapy for Breast Ductal Carcinoma In Situ","year":2013,"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":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec; Hôpital du Saint-Sacrement; McGill University Health Centre; Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Medicine; Breast cancer; Ductal carcinoma; Radiation therapy; Cohort; Mastectomy; Hormonal therapy; Breast-conserving surgery; Oncology; Retrospective cohort study; Internal medicine; Cancer; Nuclear medicine; Urology","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":[],"consensus_categories":[],"category_scores_codex":[0.000484245,0.0003656306,0.0006499066,0.0005962944,0.0003287149,0.0003041597,0.0006633129,0.0003421333,0.002965702],"category_scores_gemma":[0.0005421666,0.0001921914,0.0007628643,0.0007542317,0.0004337613,0.000382579,0.0004115222,0.0005191262,0.0002332308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006510281,"about_ca_system_score_gemma":0.0005977066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003072693,"about_ca_topic_score_gemma":0.003076643,"domain_scores_codex":[0.9997998,0.00006898337,0.00001571942,0.00002555586,0.0000464079,0.00004354392],"domain_scores_gemma":[0.9998481,0.00005948427,0.0000295152,0.00003865606,0.000008527008,0.00001558335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06022666,0.004716191,0.04312147,0.002098551,0.001336857,0.001385379,0.002845525,0.02077905,0.6208032,0.002510006,0.001628617,0.2385485],"study_design_scores_gemma":[0.004347229,0.111915,0.5114439,0.0003292636,0.004100666,0.006822478,0.00163087,0.005865883,0.3151017,0.002596762,0.03574829,0.00009790897],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857196,0.007475669,0.001435726,0.0002507046,0.00007515539,0.0001054797,0.0002113381,0.00006795742,0.004658313],"genre_scores_gemma":[0.9946362,0.002519625,0.0006796935,0.0001041909,0.00003791123,0.00004183764,0.0001695512,0.00003207063,0.001778887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003072693,"threshold_uncertainty_score":0.009921193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292678478980974,"score_gpt":0.2994822035154052,"score_spread":0.2865554187255955,"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."}}