{"id":"W2098896537","doi":"10.3747/co.21.1604","title":"Age at diagnosis predicts local recurrence in women treated with breast-conserving surgery and postoperative radiation therapy for ductal carcinoma in situ: a population-based outcomes analysis","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Health Sciences Centre; Thunder Bay Regional Health Sciences Centre; Kingston General Hospital; Toronto General Hospital; University of Toronto; Juravinski Hospital; Women's College Hospital; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Cancer Society Research Institute; Cancer Research Institute","keywords":"Medicine; Ductal carcinoma; Radiation therapy; Hazard ratio; Breast-conserving surgery; Breast cancer; Confidence interval; Population; Proportional hazards model; Cancer; Gynecology; Mastectomy; Obstetrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0004885321,0.0001645509,0.000349207,0.0005429643,0.0003491947,0.0004325937,0.0003585005,0.0003489852,0.0009758115],"category_scores_gemma":[0.002383612,0.0002150341,0.0005947545,0.0009499007,0.0002613933,0.000285257,0.0003437898,0.0003954285,0.0001125055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138181,"about_ca_system_score_gemma":0.0009496689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07083332,"about_ca_topic_score_gemma":0.08464671,"domain_scores_codex":[0.9997223,0.00005452372,0.00002507166,0.00004837864,0.00008031905,0.00006940747],"domain_scores_gemma":[0.9987299,0.0002054689,0.000632663,0.0000661326,0.0001385239,0.0002272757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003552055,0.000007995161,0.9995456,0.000002039179,0.00001746565,0.00002019517,0.00002102725,0.00001804671,0.00002398557,0.000001837104,0.00003237355,0.0002738312],"study_design_scores_gemma":[0.00000571517,0.00003630257,0.9995674,0.000002713969,0.00002247014,0.00008002282,0.00007251943,0.0001275159,0.000008489453,0.000004828345,0.00007054571,0.000001383679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993363,0.0001662755,0.00002060918,0.00004316025,0.000002543237,0.000005658845,0.0002234085,0.000001597777,0.0002005344],"genre_scores_gemma":[0.9995788,0.00007731425,0.00001596593,0.00001002346,0.000004805725,0.00000391908,0.0002595584,7.55474e-7,0.00004900956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07083332,"threshold_uncertainty_score":0.1408421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561676485417108,"score_gpt":0.3021402525008483,"score_spread":0.2765234876466772,"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."}}