{"id":"W2972627745","doi":"10.1016/j.ijrobp.2019.06.1822","title":"Rectal Wall vs. Whole Rectum Dose: Which Volume Better Predicts Gastrointestinal Toxicity from Prostate External Beam Radiotherapy?","year":2019,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; Centre de Santé et de Services Sociaux de Chicoutimi; Hôpital Maisonneuve-Rosemont; Université Laval; Jewish General Hospital; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Centre Hospitalier Universitaire de Sherbrooke; Centre Hospitalier de l’Université de Montréal; Hôpital Charles-Le Moyne; McGill University","funders":"","keywords":"Rectum; Medicine; Common Terminology Criteria for Adverse Events; Toxicity; Prostate cancer; Radiation therapy; Prostate; Nuclear medicine; Dose-volume histogram; Acute toxicity; Radiology; Internal medicine; Radiation treatment planning; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000969951,0.0005107428,0.0008503189,0.0004830962,0.0001939964,0.001331276,0.0007542407,0.001191001,0.00230936],"category_scores_gemma":[0.003262491,0.0002668595,0.001349496,0.0005652824,0.0004382665,0.0008959622,0.0004436344,0.0007056096,0.0007863985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000306232,"about_ca_system_score_gemma":0.000351317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339081,"about_ca_topic_score_gemma":0.003418044,"domain_scores_codex":[0.999663,0.0001476006,0.00002711617,0.0000503711,0.00005118424,0.00006059735],"domain_scores_gemma":[0.9981946,0.0009405628,0.000382846,0.0001147522,0.00009195184,0.0002752877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005921554,0.0001028689,0.9525486,0.000188455,0.0008507653,0.0002599439,0.0001148504,0.002752987,0.00607276,0.0001844997,0.001386122,0.02961667],"study_design_scores_gemma":[0.00008886173,0.0009957595,0.9876179,0.00007054625,0.0009369978,0.0008518613,0.0003325031,0.005749282,0.001271627,0.0007550741,0.001295676,0.00003405786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912983,0.00452059,0.0008497183,0.0004973852,0.0001365524,0.00001034469,0.0005202158,0.00005062625,0.002116247],"genre_scores_gemma":[0.9983542,0.0003788756,0.000247729,0.0001342099,0.00009147748,0.000003446863,0.0003862097,0.00005002781,0.0003538851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002339081,"threshold_uncertainty_score":0.007725537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007765533560259749,"score_gpt":0.2839920549000854,"score_spread":0.2762265213398257,"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."}}