{"id":"W2051436631","doi":"10.5489/cuaj.11050","title":"The Canadian Bladder Cancer Network: efforts to improve patient care","year":2011,"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":"University of British Columbia","funders":"","keywords":"Cancer; Bladder cancer; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.007268993,0.000643374,0.000614342,0.002473792,0.003778901,0.002850158,0.003219542,0.001325637,0.01045461],"category_scores_gemma":[0.02017663,0.0002564789,0.0006036208,0.006525751,0.001068301,0.00131992,0.003883578,0.001763758,0.001101614],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05162387,"about_ca_system_score_gemma":0.2161683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9330025,"about_ca_topic_score_gemma":0.9606229,"domain_scores_codex":[0.9954944,0.001054008,0.0002525206,0.0003083881,0.001983782,0.0009069745],"domain_scores_gemma":[0.9618824,0.001880567,0.002916225,0.0008248536,0.0213129,0.01118312],"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":[0.0001053592,0.0001221065,0.1267077,0.001023981,0.0001113734,0.0001457644,0.0005158637,0.0008842126,0.0002285209,0.003951454,0.691762,0.1744417],"study_design_scores_gemma":[0.0002813584,0.0001508958,0.4280258,0.002590621,0.0001856852,0.0003421624,0.001748874,0.003732414,0.0002071867,0.002906666,0.5597107,0.0001176579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07859108,0.04624959,0.009834475,0.6962836,0.005952318,0.002433635,0.0417485,0.001564841,0.117342],"genre_scores_gemma":[0.6288373,0.05933753,0.06663513,0.1283826,0.005614676,0.002961894,0.07706024,0.0005153567,0.03065507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9483761,"threshold_uncertainty_score":0.3745591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540480787530598,"score_gpt":0.2362597276082577,"score_spread":0.2208549197329517,"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."}}