{"id":"W2160781078","doi":"10.5489/cuaj.201","title":"Regional differences in practice patterns and outcomes in patients treated with radical cystectomy in a universal health care system","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université de Montréal; Université Laval; University of Alberta; Western University; Dalhousie University; McGill University","funders":"","keywords":"Cystectomy; Medicine; Lymphadenectomy; Bladder cancer; Lymphovascular invasion; Stage (stratigraphy); Concomitant; Chemotherapy; Urology; Surgery; General surgery; Cancer; Internal medicine; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004878906,0.0001021053,0.0001632069,0.0007060462,0.0004513698,0.0006007943,0.0004277902,0.0002336655,0.001106557],"category_scores_gemma":[0.002877299,0.0001286066,0.0002170894,0.00171224,0.000489219,0.0002562088,0.000460647,0.0002005726,0.00007051651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304746,"about_ca_system_score_gemma":0.004123677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4232143,"about_ca_topic_score_gemma":0.5151197,"domain_scores_codex":[0.9992763,0.0001564712,0.00007304985,0.0001246734,0.0001578227,0.000211623],"domain_scores_gemma":[0.9970261,0.0002809963,0.001700863,0.00007149601,0.000400069,0.000520442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001946544,0.000007036772,0.9976527,0.0000102478,0.00002111782,0.00003220033,0.0001870798,0.00006860088,0.00007181477,0.00001564514,0.0001040329,0.001810008],"study_design_scores_gemma":[0.000002938258,0.00001684585,0.9991298,0.00001242435,0.000007478429,0.00007896939,0.0004593733,0.0001260051,0.00002552101,0.00001011464,0.0001280889,0.000002479796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986917,0.0003078892,0.00005502794,0.0001867909,0.000002583814,0.000008615703,0.000289167,0.000004301933,0.0004538278],"genre_scores_gemma":[0.9996576,0.00009581384,0.00005108069,0.000032423,0.0000029668,0.000003031623,0.0001224306,8.989442e-7,0.00003377071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5767857,"threshold_uncertainty_score":0.8415019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050721235054132,"score_gpt":0.2321357401816563,"score_spread":0.221628527831115,"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."}}