{"id":"W2590468337","doi":"10.1016/j.ijrobp.2020.03.049","title":"Acute Toxicity and Quality of Life of Hypofractionated Radiation Therapy for Breast Cancer","year":2020,"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":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Juravinski Cancer Centre; University of Toronto; McMaster University","funders":"National Cancer Institute; Canadian Cancer Society","keywords":"Medicine; Toxicity; Acute toxicity; Breast cancer; Quality of life (healthcare); Breast-conserving surgery; Dose fractionation; Internal medicine; Radiation therapy; Surgery; Oncology; Mastectomy; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139745,0.000133666,0.0003753426,0.00004205769,0.00003770465,0.000005814011,0.0001843188,0.0001519177,0.0000151748],"category_scores_gemma":[0.0002023286,0.0001192111,0.0001619708,0.0000753978,0.0001495809,0.00003209612,0.00004238507,0.00009668188,3.846324e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009438852,"about_ca_system_score_gemma":0.0003473227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004631367,"about_ca_topic_score_gemma":0.000006071534,"domain_scores_codex":[0.9988709,0.0001262073,0.0005825744,0.0001801891,0.0001366724,0.0001034365],"domain_scores_gemma":[0.9975545,0.000155226,0.00128839,0.00007244162,0.0008555583,0.0000738704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005503063,0.000522271,0.416084,0.00002316418,0.003580794,6.48326e-7,0.0003915289,0.0006250999,0.3419739,0.001996246,0.001011093,0.2282882],"study_design_scores_gemma":[0.02022165,0.002204572,0.7320288,0.00002806885,0.0002381253,0.0000314428,0.000151757,0.0007206314,0.2284446,0.001953766,0.01363772,0.0003387937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817358,0.001841739,0.007179804,0.007237671,0.0005818599,0.0001850315,0.00120344,0.000006291286,0.0000283664],"genre_scores_gemma":[0.9914967,0.005123385,0.0007723829,0.001242931,0.001212241,0.00001652016,0.0001181129,0.00001384431,0.000003815861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159449,"threshold_uncertainty_score":0.4861287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100034071388043,"score_gpt":0.3539580169726823,"score_spread":0.3229576762588018,"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."}}