{"id":"W2089236938","doi":"10.1016/j.ijrobp.2014.07.026","title":"Long-term Outcomes of Hypofractionation Versus Conventional Radiation Therapy After Breast-Conserving Surgery for Ductal Carcinoma In Situ of the Breast","year":2014,"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":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sudbury Regional Hospital; Thunder Bay Regional Health Sciences Centre; Kingston General Hospital; Juravinski Hospital; London Health Sciences Centre; Ontario Institute for Cancer Research; University Health Network; Health Sciences Centre; York University; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Cancer Society Research Institute","keywords":"Medicine; Interquartile range; Hazard ratio; Ductal carcinoma; Radiation therapy; Regimen; Breast cancer; Univariate analysis; Breast-conserving surgery; Proportional hazards model; Internal medicine; Surgery; Oncology; Mastectomy; Multivariate analysis; Confidence interval; 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":[0.001789687,0.0003124627,0.0008951809,0.0005047176,0.0003324797,0.0005666677,0.0005852688,0.0005789558,0.001158764],"category_scores_gemma":[0.00362369,0.0001121713,0.001494603,0.0006128486,0.0005518245,0.0007145148,0.0004825945,0.0009206622,0.0002103878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008170838,"about_ca_system_score_gemma":0.0004315258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198257,"about_ca_topic_score_gemma":0.003331401,"domain_scores_codex":[0.9992938,0.0002400221,0.00009265288,0.00008729853,0.0001091665,0.0001770764],"domain_scores_gemma":[0.9969786,0.001073699,0.0009433753,0.0002182351,0.0002089498,0.0005770762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2972251,0.009928338,0.5516126,0.0006750998,0.004864357,0.0005890466,0.001191583,0.005000962,0.008979335,0.0003059554,0.001023455,0.1186042],"study_design_scores_gemma":[0.002608116,0.07185962,0.9175953,0.00009656713,0.002652841,0.0004047646,0.0006345254,0.0009701728,0.001866386,0.0003515742,0.000896054,0.00006404496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978495,0.001565785,0.00005531688,0.00005793876,0.00002919061,0.00001095797,0.0001464786,0.000002710853,0.0002822857],"genre_scores_gemma":[0.9991936,0.0002751305,0.00001958042,0.00004742397,0.00003694147,0.00001071264,0.000235155,0.000001909963,0.0001795523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00198257,"threshold_uncertainty_score":0.00946492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925115381272034,"score_gpt":0.3070132674434822,"score_spread":0.2877621136307619,"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."}}