{"id":"W3008603272","doi":"10.3233/blc-190254","title":"Statins are Associated with Reduced Overall and Cancer-Specific Mortality in Patients Undergoing Radical Cystectomy for Bladder Cancer","year":2020,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Ministère de la Santé et des Services sociaux","keywords":"Medicine; Cystectomy; Bladder cancer; Hazard ratio; Statin; Proportional hazards model; Internal medicine; Confidence interval; Cancer; Comorbidity; Cohort; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000951665,0.0003155886,0.0004284738,0.00004075613,0.0001057104,0.00004714512,0.0001544539,0.0002011231,0.000106867],"category_scores_gemma":[0.00008027617,0.0002907973,0.00008866129,0.0001774787,0.0001316649,0.00001786294,0.0000731972,0.0001818209,5.998313e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484287,"about_ca_system_score_gemma":0.0005610152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009932781,"about_ca_topic_score_gemma":0.0115091,"domain_scores_codex":[0.9980572,0.00007390741,0.0003403793,0.0007526332,0.0002723058,0.0005035913],"domain_scores_gemma":[0.9990948,0.0000310965,0.000240935,0.0002231867,0.0001808639,0.0002290929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002902934,0.0004715281,0.7338248,0.0004191193,0.002028931,0.000001987968,0.002112052,0.002011947,0.06033664,0.00009539835,0.1820457,0.01374898],"study_design_scores_gemma":[0.01445897,0.0004972218,0.6898789,0.0002986969,0.0002354797,7.0081e-7,0.0002839641,0.0002413467,0.008194597,0.00003473579,0.2849449,0.0009305305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867389,0.008826454,0.0001630494,0.0008444319,0.001514421,0.0007980182,0.0009922509,0.00002763121,0.00009484551],"genre_scores_gemma":[0.9863113,0.006081752,0.0001097264,0.002061399,0.004159551,0.0007383156,0.0002122264,0.00008037363,0.0002453856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1028992,"threshold_uncertainty_score":0.9999544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233992084679328,"score_gpt":0.2699777391207744,"score_spread":0.2465785306528416,"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."}}