{"id":"W2080056464","doi":"10.1016/j.juro.2012.02.1861","title":"1410 RADICAL CYSTECTOMY FOR CLINICALLY MUSCLE INVASIVE BLADDER CANCER: DOES PRIOR NON-INVASIVE DISEASE AFFECT CLINICAL OUTCOMES?","year":2012,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Cancer; General surgery; Library science; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001085481,0.000153267,0.0004735561,0.0009305732,0.0008418342,0.002274969,0.0004957871,0.001137786,0.02791618],"category_scores_gemma":[0.01062851,0.0002531038,0.0006425091,0.001792579,0.0004938208,0.001067833,0.0006712542,0.001162259,0.004863047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232988,"about_ca_system_score_gemma":0.002927731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05343091,"about_ca_topic_score_gemma":0.1509188,"domain_scores_codex":[0.9992213,0.0001155242,0.00006346821,0.00007959021,0.0003411444,0.0001788958],"domain_scores_gemma":[0.9943117,0.0007873892,0.001123853,0.0001276367,0.002222254,0.001427291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005197612,0.0002288888,0.7653653,0.000461683,0.0002608432,0.0003258361,0.0002773731,0.00005808715,0.0001639596,0.0002830063,0.1040321,0.1280232],"study_design_scores_gemma":[0.00007025338,0.0001673541,0.9552757,0.0008680095,0.0002340781,0.0006136149,0.001240414,0.00009406437,0.0001106715,0.0002739612,0.0410084,0.00004345937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.570833,0.1309777,0.0004465096,0.1300574,0.007657504,0.000222709,0.0163281,0.0001269549,0.1433501],"genre_scores_gemma":[0.8729199,0.052073,0.0004707551,0.01316128,0.005057596,0.0001151303,0.01214014,0.00007974217,0.04398233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05343091,"threshold_uncertainty_score":0.1062398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803098026330721,"score_gpt":0.3781714946388162,"score_spread":0.340140514375509,"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."}}