{"id":"W2131023570","doi":"10.1016/j.ijrobp.2016.09.001","title":"In Reply to Leung","year":2016,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Contouring; Adjuvant radiotherapy; Pubic symphysis; Symphysis; Radiation therapy; Cancer; Medical physics; Surgery; Internal medicine","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":[0.004728968,0.001262213,0.002419625,0.001053766,0.008276805,0.008169734,0.003082155,0.09516238,0.01064446],"category_scores_gemma":[0.04961916,0.001513982,0.001787086,0.001032341,0.004100085,0.005063896,0.004553327,0.07304437,0.008448067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005600925,"about_ca_system_score_gemma":0.006860941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005698935,"about_ca_topic_score_gemma":0.01003376,"domain_scores_codex":[0.994346,0.001243247,0.0005916872,0.0009310207,0.001439629,0.001448454],"domain_scores_gemma":[0.9883782,0.005343236,0.001213854,0.0004016213,0.001690993,0.002972151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003625289,0.00001357553,0.0003799374,0.00005374186,0.0000205244,0.002052689,0.0003056361,0.00004918169,0.0001084414,0.001472159,0.9922004,0.003307484],"study_design_scores_gemma":[0.00007469174,0.00007523857,0.001135416,0.0006178978,0.00006430987,0.003437455,0.001757192,0.000347194,0.0002986214,0.008147964,0.9839088,0.0001353002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002331336,0.001482362,0.00004878615,0.9618919,0.03463767,0.000008864763,0.00002549831,0.0000192698,0.0016525],"genre_scores_gemma":[0.001665368,0.0005905611,0.00005022072,0.9750056,0.01782032,0.00001716502,0.0000114159,0.00001500233,0.004824287],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09516238,"threshold_uncertainty_score":0.04063779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537050340466864,"score_gpt":0.3491932778994322,"score_spread":0.3238227744947635,"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."}}