{"id":"W4252074904","doi":"10.5489/cuaj.583","title":"Highlights from the Canadian Bladder Cancer Network","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bladder cancer; Medicine; Cancer; General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00232225,0.0007400322,0.0005322118,0.001688538,0.003717961,0.003004341,0.00165722,0.00509925,0.05783286],"category_scores_gemma":[0.008251154,0.0003579936,0.0007774312,0.001717272,0.001055912,0.001608944,0.001581754,0.005493897,0.01012134],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01682604,"about_ca_system_score_gemma":0.05155728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5202425,"about_ca_topic_score_gemma":0.6890501,"domain_scores_codex":[0.9972143,0.0002196696,0.0001426592,0.0002431823,0.001698992,0.000481289],"domain_scores_gemma":[0.9860777,0.0006384928,0.0002958271,0.0001629519,0.007552001,0.005273089],"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":[0.000003880192,0.00000251239,0.0001064078,0.00003280099,0.000001346576,0.0000285466,0.000007638881,0.00000707445,0.00001206231,0.0002109182,0.992155,0.007431726],"study_design_scores_gemma":[0.000008066701,0.000004743137,0.00145738,0.0001682344,0.00000488085,0.00010724,0.00006104546,0.00001919035,0.00001758236,0.0002061029,0.9979347,0.00001073746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0005062889,0.02624466,0.0002042853,0.7844942,0.1228344,0.0001356554,0.003121993,0.0001143686,0.06234413],"genre_scores_gemma":[0.0162839,0.09153336,0.001381192,0.4614824,0.1675607,0.0002795232,0.00699117,0.0002543727,0.2542334],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.983174,"threshold_uncertainty_score":0.9651659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462772554756935,"score_gpt":0.2329004145980615,"score_spread":0.2182726890504921,"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."}}