{"id":"W3082338190","doi":"10.5489/cuaj.6812","title":"Association between surgical case volume and survival in T1 bladder cancer: A plea for regionalization of care?","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Swiss Cancer Research Foundation; Uniscientia Foundation; Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Percentile; Medicine; Hazard ratio; Confidence interval; Proportional hazards model; Confounding; Bladder cancer; Surgery; Internal medicine; Cancer; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002175717,0.0001950351,0.0002758327,0.0005717935,0.000236426,0.000830948,0.001089167,0.000239696,0.00334243],"category_scores_gemma":[0.01354569,0.0001418136,0.0009413259,0.001537441,0.0007782251,0.0008731019,0.0008324487,0.0008184178,0.0001797027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077927,"about_ca_system_score_gemma":0.001371015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091401,"about_ca_topic_score_gemma":0.01645121,"domain_scores_codex":[0.9985747,0.0005579657,0.0001059307,0.0003263495,0.0002461534,0.0001888132],"domain_scores_gemma":[0.9834383,0.004632448,0.009368835,0.000694055,0.0007829239,0.001083462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001181256,0.00001468541,0.9908683,0.00009937895,0.0001928248,0.0000539535,0.0001037699,0.0006237163,0.0001022135,0.0001819085,0.0004982348,0.007142747],"study_design_scores_gemma":[0.00001183465,0.0001125849,0.9968446,0.0001239339,0.0001292286,0.000268588,0.0002833275,0.0008555399,0.0001046131,0.0004093004,0.0008456056,0.00001082725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848802,0.006640888,0.001269057,0.004376865,0.00006674348,0.00001650639,0.001037806,0.0000249773,0.001686968],"genre_scores_gemma":[0.9984933,0.0006495283,0.0002190193,0.0001435001,0.00007396446,0.000005171828,0.0003375265,0.000007367044,0.00007055167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091401,"threshold_uncertainty_score":0.02170092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574309659538177,"score_gpt":0.274604904491588,"score_spread":0.2488618078962062,"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."}}