{"id":"W4242326889","doi":"10.5489/cuaj.298","title":"Achieving the achievable in muscle-invasive bladder cancer","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":false,"ca_institutions":"Queen's University","funders":"","keywords":"Bladder cancer; Medicine; Cancer; Urology; 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":[0.003077998,0.0004143238,0.0004108033,0.0005432566,0.002125236,0.002451367,0.0007718715,0.001209966,0.00895915],"category_scores_gemma":[0.0059511,0.0001802226,0.0007061377,0.0005672611,0.002362713,0.002154884,0.0043094,0.002573307,0.001722262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300283,"about_ca_system_score_gemma":0.007229542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308182,"about_ca_topic_score_gemma":0.04117144,"domain_scores_codex":[0.9973074,0.0007917169,0.0001153781,0.0001717296,0.001093049,0.0005208103],"domain_scores_gemma":[0.9988419,0.000274825,0.0002278097,0.000109643,0.0002709996,0.0002748795],"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":[0.0004268241,0.0003237144,0.01684219,0.002893725,0.0001347236,0.001172392,0.002772968,0.004757924,0.01352793,0.2882913,0.05836933,0.610487],"study_design_scores_gemma":[0.00006906237,0.001621368,0.05206809,0.00230672,0.0001980498,0.007939243,0.005719551,0.003769315,0.01619921,0.254941,0.6550779,0.00009039375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1321003,0.09328219,0.06753626,0.1351205,0.002892283,0.0003811231,0.00100433,0.0004941921,0.5671888],"genre_scores_gemma":[0.9095521,0.02238091,0.02085259,0.009796316,0.0007107515,0.0002442128,0.0004749477,0.0001354267,0.03585279],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01308182,"threshold_uncertainty_score":0.0299713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538655490728708,"score_gpt":0.248280032723101,"score_spread":0.232893477815814,"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."}}