{"id":"W2276372248","doi":"10.1159/000444093","title":"Survival after Radical Cystectomy for Bladder Cancer in Relation to Prior Non-Muscle Invasive Disease in Quebec","year":2016,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Hazard ratio; Urology; Internal medicine; Proportional hazards model; Retrospective cohort study; Cancer; Gastroenterology; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211055,0.00013852,0.0001958728,0.0002191531,0.00001576721,0.00001272809,0.00009612209,0.00008434485,0.0007604567],"category_scores_gemma":[0.0003643006,0.00009681169,0.00007682882,0.0001330362,0.00004447913,0.0001344519,0.00003843529,0.00007949785,0.00004680636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004978104,"about_ca_system_score_gemma":0.0002988389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008536725,"about_ca_topic_score_gemma":0.03528335,"domain_scores_codex":[0.9988884,0.00003900126,0.0002686891,0.0003409233,0.0002427269,0.0002202103],"domain_scores_gemma":[0.9993324,0.0002201796,0.00004835557,0.0001551917,0.0001026305,0.0001412909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003637651,0.0002633315,0.9824575,0.00003081309,0.00009022342,0.0001151836,0.0004783051,0.00006607173,0.00160094,0.0002678986,0.0006118906,0.01038023],"study_design_scores_gemma":[0.004941961,0.0001767842,0.9893478,0.0001899461,0.00004208728,0.000001065686,0.0000112541,0.00008422075,0.000450421,0.0003433504,0.004291754,0.0001193153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836393,0.0001237471,0.001095674,0.01311159,0.0003527466,0.001053412,0.0002740584,0.00002338387,0.0003260778],"genre_scores_gemma":[0.9942979,0.00002640779,0.0001886576,0.001605898,0.0002190062,0.001427404,0.00003144003,0.00002173533,0.002181506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02674662,"threshold_uncertainty_score":0.9980655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575059151689572,"score_gpt":0.2963819790017088,"score_spread":0.280631387484813,"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."}}