{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005403,0.0002451039,0.0003174522,0.0003755188,0.0001765779,0.0004769042,0.0003056026,0.0003089501,0.001027259],"category_scores_gemma":[0.002829977,0.0001229803,0.0009577126,0.0004493658,0.0003273027,0.0003213054,0.0003664792,0.000564749,0.0001102393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007503022,"about_ca_system_score_gemma":0.0003622629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577575,"about_ca_topic_score_gemma":0.001655275,"domain_scores_codex":[0.9993206,0.0003521525,0.0000636723,0.00003818019,0.0001422731,0.00008321716],"domain_scores_gemma":[0.9982324,0.0004039979,0.0009303008,0.00007261249,0.0001444983,0.0002161904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01069238,0.001417042,0.9291487,0.000268886,0.001263877,0.0003204179,0.0005445349,0.00389132,0.0112371,0.0002791661,0.000327267,0.04060933],"study_design_scores_gemma":[0.00007483408,0.004940405,0.9911582,0.00002473685,0.0002123538,0.0004918692,0.0001322481,0.0006866936,0.001550789,0.0001526336,0.000560027,0.00001514789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966801,0.00251087,0.000161952,0.00006644083,0.000008011775,0.000008423852,0.0001112215,0.000002589042,0.0004504263],"genre_scores_gemma":[0.9992274,0.0003059986,0.00006506543,0.00004164056,0.000008544916,0.000005698528,0.0001399983,0.000001965328,0.0002036169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001577575,"threshold_uncertainty_score":0.005443871,"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."}}