{"id":"W2589378283","doi":"10.5489/cuaj.4008","title":"Chemoradiotherapy in octogenarians as primary treatment for muscle-invasive bladder cancer","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Bladder cancer; Medicine; Chemoradiotherapy; Primary treatment; Oncology; Internal medicine; Urology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001598918,0.0000959376,0.0002378044,0.0004720281,0.0003728658,0.0003939571,0.0001341051,0.0002066929,0.001181491],"category_scores_gemma":[0.0005828481,0.00008052059,0.0003179098,0.001114089,0.000149909,0.0001133675,0.0001848152,0.0002042493,0.0001942283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004536771,"about_ca_system_score_gemma":0.000591773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005164658,"about_ca_topic_score_gemma":0.01076576,"domain_scores_codex":[0.9998521,0.000033707,0.00001573197,0.00002559627,0.00003045226,0.00004246761],"domain_scores_gemma":[0.9995766,0.0000526984,0.0002561096,0.00001467362,0.00002686193,0.00007316329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355596,0.00004851006,0.9950944,0.00002117006,0.00004146991,0.0003137745,0.000025793,0.00004454748,0.0002237161,0.00001591565,0.0001842343,0.003851018],"study_design_scores_gemma":[0.000013269,0.0002136049,0.9950617,0.00002823317,0.00008348445,0.002981497,0.0001451118,0.000156549,0.0002152886,0.00002529476,0.001072631,0.000003292679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965733,0.001691498,0.00006046528,0.00009668362,0.00000909855,0.00001130569,0.0002367449,0.000003955181,0.001316909],"genre_scores_gemma":[0.9978554,0.001179223,0.0000977942,0.0001467394,0.00004318902,0.00001148861,0.0003112309,0.000001986083,0.0003529751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005164658,"threshold_uncertainty_score":0.01026917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03088636100574728,"score_gpt":0.3061141040775852,"score_spread":0.2752277430718379,"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."}}