{"id":"W2155002005","doi":"10.14440/bladder.2015.55","title":"Peri-operative mortality and long-term survival after partial versus radical cystectomy for muscle invasive bladder cancer","year":2015,"lang":"en","type":"article","venue":"Bladder","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Cystectomy; Medicine; Propensity score matching; Bladder cancer; Urology; Proportional hazards model; Surgery; Survival rate; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001571755,0.0003293198,0.0004897948,0.00005660094,0.0001008565,0.00005751165,0.00008268307,0.0001751417,0.0008128988],"category_scores_gemma":[0.000125924,0.0002619407,0.0001429036,0.000112293,0.0002799915,0.0001781439,0.00007134277,0.0001775299,0.00003654759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829213,"about_ca_system_score_gemma":0.0006201035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005684986,"about_ca_topic_score_gemma":0.001917208,"domain_scores_codex":[0.9981713,0.00008397473,0.0002902838,0.000569935,0.0004160531,0.0004684654],"domain_scores_gemma":[0.9987159,0.0001167008,0.00006564907,0.0003369542,0.0002431361,0.000521683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0191659,0.001518554,0.9403887,0.0004070634,0.006118929,0.0007958247,0.009579315,0.00001344486,0.002174407,0.0002486083,0.007480836,0.01210837],"study_design_scores_gemma":[0.04268067,0.002566032,0.9330536,0.0001473718,0.00241243,0.00004598046,0.0008977439,0.00006957351,0.007929767,0.00007866097,0.0093484,0.0007697578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992766,0.002052777,0.0002133929,0.000777841,0.001143699,0.001354169,0.0002303147,0.00007107818,0.001390722],"genre_scores_gemma":[0.9958604,0.0001263787,0.000188282,0.0006313912,0.001197364,0.001034072,0.00006887525,0.00005886248,0.0008343493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02351477,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09584578970275748,"score_gpt":0.3747818753265794,"score_spread":0.2789360856238219,"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."}}