{"id":"W2929795591","doi":"10.1002/jso.25456","title":"Short‐ and long‐term survival has improved after radical cystectomy for bladder cancer in Québec during the years 2000‐2015","year":2019,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Medicine; Cystectomy; Hazard ratio; Bladder cancer; Confidence interval; Proportional hazards model; Urology; Internal medicine; Survival analysis; Surgery; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001030729,0.0002728514,0.0002514072,0.000631861,0.001261303,0.001154831,0.001059237,0.0006152387,0.002003135],"category_scores_gemma":[0.003126902,0.0001630931,0.0006668303,0.001612528,0.0008242833,0.0006398268,0.000723213,0.0008552159,0.0001526492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02710833,"about_ca_system_score_gemma":0.01900742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804479,"about_ca_topic_score_gemma":0.990146,"domain_scores_codex":[0.999153,0.0001025242,0.00006674283,0.0001339237,0.0002015961,0.0003421506],"domain_scores_gemma":[0.9960179,0.0002279255,0.001245092,0.00009156251,0.001586845,0.0008307374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015411,0.00002644309,0.9918927,0.00004780659,0.00008123432,0.0000406521,0.000153503,0.0002217848,0.00009492899,0.00005474006,0.001691175,0.005593493],"study_design_scores_gemma":[0.000005728587,0.00001959553,0.9986677,0.00004070788,0.00002558122,0.00002780384,0.0002196998,0.0002465041,0.00002370829,0.00001037982,0.0007068058,0.000005844465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819826,0.006543173,0.0002513105,0.002536601,0.00008975369,0.00003587935,0.006371313,0.00002858789,0.002160761],"genre_scores_gemma":[0.9965488,0.0008097546,0.00009708732,0.0002684594,0.00002257521,0.000008990011,0.001686957,0.000003872952,0.0005536186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02710833,"threshold_uncertainty_score":0.1966856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194607036690509,"score_gpt":0.321412217376833,"score_spread":0.3019515137077821,"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."}}