{"id":"W4230210632","doi":"10.5489/cuaj.599","title":"The Canadian Bladder Cancer Network: efforts to improve patient care","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":"University of British Columbia","funders":"","keywords":"Cancer; Bladder cancer; Medicine; Intensive care 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":[0.01821587,0.001471453,0.001333674,0.005777,0.01060115,0.006780475,0.006024021,0.007196523,0.02568138],"category_scores_gemma":[0.05552883,0.0008150708,0.00195637,0.009647861,0.002845321,0.003855517,0.009047339,0.007815497,0.003435775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1132729,"about_ca_system_score_gemma":0.5043193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9521251,"about_ca_topic_score_gemma":0.9742881,"domain_scores_codex":[0.9862505,0.002764565,0.0008221586,0.000565839,0.006432334,0.003164523],"domain_scores_gemma":[0.8839885,0.006216907,0.004353993,0.00171335,0.04440437,0.05932291],"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":[0.00005879593,0.0001138857,0.01240383,0.0004488096,0.00006148349,0.00009059932,0.0003900013,0.0004201714,0.00009069977,0.004523834,0.9148172,0.06658078],"study_design_scores_gemma":[0.0004227302,0.0001405251,0.110805,0.001777289,0.0002695213,0.0002117489,0.00321153,0.002568902,0.0002267639,0.005001063,0.8752006,0.0001641998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007878616,0.008686772,0.002093461,0.9144256,0.008354572,0.000867816,0.004789611,0.0007720901,0.05213157],"genre_scores_gemma":[0.2557423,0.06189147,0.04888601,0.5115479,0.01687719,0.003282498,0.02571371,0.0009778338,0.07508115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1132729,"threshold_uncertainty_score":0.8218564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007963897132490292,"score_gpt":0.2309162650284622,"score_spread":0.2229523678959719,"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."}}