{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003423748,0.0001357821,0.0005840255,0.00009163574,0.00003065095,0.00001727163,0.00008783989,0.000165217,0.0007768696],"category_scores_gemma":[0.00001503785,0.00008091152,0.0001648947,0.00008333901,0.000164179,0.00007320567,0.00003697359,0.0003870727,0.00000538421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000500948,"about_ca_system_score_gemma":0.0009809003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004360461,"about_ca_topic_score_gemma":0.002357182,"domain_scores_codex":[0.998827,0.00008697696,0.000439332,0.0001673446,0.0001983684,0.0002809149],"domain_scores_gemma":[0.9992417,0.0002493857,0.0001197358,0.0001188584,0.00008888477,0.0001815088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0194209,0.0006310024,0.919407,0.0001429751,0.0007110548,0.002953815,0.000964271,0.00000984538,0.002173317,0.000006980933,0.0003066249,0.05327224],"study_design_scores_gemma":[0.01416592,0.001604683,0.8909256,0.00009827755,0.0002201467,0.00139902,0.0000564371,0.00002077868,0.0001406147,0.00001026989,0.0912485,0.0001097732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872169,0.004921907,0.000007105564,0.006606937,0.0005168402,0.0004808013,0.00001283777,0.000005105843,0.0002315291],"genre_scores_gemma":[0.9974877,0.0007010525,0.00004008946,0.0002704047,0.0005747315,0.00004468269,8.126462e-7,0.00002080453,0.0008597678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09094188,"threshold_uncertainty_score":0.8506177,"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."}}