{"id":"W1689640173","doi":"10.5489/cuaj.292","title":"Impact of academic affiliation on radical cystectomy outcomes in","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Cystectomy; Logistic regression; Comorbidity; Odds ratio; Odds; Prospective cohort study; Blood transfusion; Emergency medicine; Internal medicine; Bladder cancer","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":[0.000565168,0.0001660002,0.0002033793,0.0009173537,0.0006183123,0.0009661645,0.0004330098,0.0002616175,0.003615907],"category_scores_gemma":[0.00449026,0.0001197611,0.0002577077,0.001444082,0.0004045781,0.0005033773,0.0009509216,0.0004822938,0.0002987364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006042602,"about_ca_system_score_gemma":0.0006842914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005353819,"about_ca_topic_score_gemma":0.007591623,"domain_scores_codex":[0.9993519,0.0001665288,0.00006791176,0.00008448419,0.0001354991,0.000193659],"domain_scores_gemma":[0.994912,0.0005236096,0.002828118,0.000126605,0.0003279164,0.001281766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000392743,0.00002269658,0.9986707,0.000004576475,0.00001392283,0.00005732744,0.00004612381,0.00002300191,0.00002519533,0.00001795754,0.00009641222,0.0009828825],"study_design_scores_gemma":[0.000002576761,0.00003562948,0.9990699,0.000006902224,0.00001058779,0.0002022901,0.0003130774,0.0001095867,0.00003518334,0.00002731268,0.0001847675,0.000002305724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990957,0.0001843271,0.00002389207,0.0001123487,0.000008548695,0.000002227752,0.0001561478,0.000001738655,0.0004150482],"genre_scores_gemma":[0.9997129,0.00005810937,0.00001179957,0.00001820583,0.0000123525,0.000001117437,0.0001311655,0.000001003593,0.0000532456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005353819,"threshold_uncertainty_score":0.01209646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651517998631761,"score_gpt":0.2912493278362286,"score_spread":0.274734147849911,"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."}}