{"id":"W1979163175","doi":"10.1016/j.jval.2013.08.615","title":"Population Based Utilization of Radiation Therapy by a Canadian Breast Cancer Cohort","year":2013,"lang":"en","type":"article","venue":"Value in Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research; Health Sciences Centre; Juravinski Cancer Centre; Cancer Care Ontario; Sunnybrook Health Science Centre","funders":"","keywords":"Cohort; Medicine; Breast cancer; Stage (stratigraphy); Population; Radiation therapy; Cancer; Cancer registry; Internal medicine; Oncology; Biology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006687406,0.0005487166,0.0005158345,0.002735388,0.002442318,0.001682406,0.001563088,0.0009107253,0.003414227],"category_scores_gemma":[0.001965088,0.0006580135,0.001479267,0.00542179,0.0006597231,0.0006060272,0.0009362953,0.001197663,0.0004284959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0250428,"about_ca_system_score_gemma":0.02516991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936749,"about_ca_topic_score_gemma":0.9942088,"domain_scores_codex":[0.9990718,0.00005861131,0.0000538633,0.0001656172,0.0003437379,0.0003063887],"domain_scores_gemma":[0.9983845,0.00008443589,0.0002941753,0.00008882007,0.0007430532,0.0004049959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001291058,0.00004488554,0.9960155,0.00001604237,0.0001247708,0.0000683215,0.0003531573,0.0001620383,0.0001612109,0.00009948172,0.001105726,0.001719705],"study_design_scores_gemma":[0.00000885868,0.00002423942,0.9980533,0.00001261173,0.00004950522,0.00009605747,0.0007559685,0.0003386086,0.00003129645,0.00002269748,0.0005880828,0.00001867886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883492,0.0006181952,0.00009154552,0.0003376923,0.00001337697,0.00003709413,0.008083967,0.00001949351,0.00244938],"genre_scores_gemma":[0.9953537,0.0005325201,0.0001377932,0.0001026713,0.000008133897,0.00001589166,0.003033407,0.000007624565,0.0008082499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0250428,"threshold_uncertainty_score":0.1816991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08946777351266681,"score_gpt":0.360462732297409,"score_spread":0.2709949587847422,"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."}}