{"id":"W2569595297","doi":"10.5489/cuaj.4281","title":"Bladder cancer, ESMO 2016","year":2016,"lang":"en","type":"review","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bladder cancer; Urology; Medicine; Cancer; Oncology; Internal medicine","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":[0.0004720661,0.0006193485,0.0009151184,0.00307555,0.0004816704,0.001259437,0.0005604653,0.001130919,0.05679317],"category_scores_gemma":[0.001916393,0.0002203642,0.0005502001,0.002686915,0.0002902798,0.00110112,0.0009920894,0.0007594744,0.01427157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007068629,"about_ca_system_score_gemma":0.002471932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006098111,"about_ca_topic_score_gemma":0.01371491,"domain_scores_codex":[0.9997092,0.00003521374,0.00007714728,0.0000381043,0.0001046269,0.0000357677],"domain_scores_gemma":[0.9996029,0.0000815883,0.0001246558,0.00001493478,0.0001204598,0.00005550759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001517958,0.00003656157,0.000340145,0.02495912,0.00008000478,0.0001412659,0.00002595773,0.00008395175,0.0008130641,0.0007548404,0.247076,0.7255372],"study_design_scores_gemma":[0.00006688679,0.00005911313,0.001375498,0.01419073,0.0001516759,0.0006267456,0.00003648891,0.00003269107,0.0001959174,0.0002982098,0.9829577,0.000008437187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004678428,0.9563625,0.0001109496,0.001913386,0.003533297,0.00005458291,0.0008175424,0.00007272125,0.03666712],"genre_scores_gemma":[0.004006596,0.970292,0.0002500995,0.002566008,0.001861648,0.00003835692,0.0009992007,0.00002383812,0.01996227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05679317,"threshold_uncertainty_score":0.1899921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03530861096018505,"score_gpt":0.3189381003531492,"score_spread":0.2836294893929641,"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."}}