{"id":"W1521389561","doi":"10.1111/bju.12288","title":"Benefit in regionalisation of care for patients treated with radical cystectomy: a nationwide inpatient sample analysis","year":2013,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Regionalisation; Logistic regression; Emergency medicine; Odds ratio; Odds; Bladder cancer; Retrospective cohort study; Observational study; Population; Healthcare Cost and Utilization Project; Adverse effect; Intensive care medicine; Surgery; Internal medicine; Cancer; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002320372,0.0002849048,0.0005491982,0.0005652151,0.0001941078,0.0006843318,0.0005549092,0.000428296,0.001434608],"category_scores_gemma":[0.01099739,0.0002057306,0.001376932,0.0008154199,0.0002449004,0.0004919246,0.001027513,0.0006072876,0.0001065578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008981957,"about_ca_system_score_gemma":0.0007190313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00937154,"about_ca_topic_score_gemma":0.01334851,"domain_scores_codex":[0.9966472,0.002043793,0.0002826389,0.0004088907,0.0003528087,0.0002646071],"domain_scores_gemma":[0.9948613,0.00139613,0.002813694,0.0002565353,0.0002732983,0.0003990429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008296962,0.00008217314,0.993991,0.00005710132,0.0008295482,0.0000636296,0.00004449439,0.0005617958,0.0001000805,0.00004975054,0.0002624873,0.003128196],"study_design_scores_gemma":[0.00006618405,0.0003447983,0.9970199,0.00001827911,0.0002929672,0.0001403786,0.0001524753,0.001729414,0.00004167309,0.0000362899,0.0001499607,0.00000761246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987879,0.0002124951,0.0002010266,0.0001102956,0.000006548183,0.00001450375,0.0004745235,0.000003364097,0.0001892963],"genre_scores_gemma":[0.9992079,0.00006733206,0.0001459306,0.00003691991,0.00000885604,0.00001220319,0.000482105,0.000001758673,0.0000370717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00937154,"threshold_uncertainty_score":0.01863402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009701376313627486,"score_gpt":0.2446722691542755,"score_spread":0.234970892840648,"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."}}