{"id":"W3132678176","doi":"10.5489/cuaj.6907","title":"Radical cystectomy and perioperative chemotherapy in octogenarians with bladder cancer","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Interquartile range; Perioperative; Retrospective cohort study; Renal function; Urology; Chemotherapy; Surgery; Stage (stratigraphy); Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002880663,0.0001006013,0.0001751702,0.0005835034,0.0003090582,0.0004581166,0.000122018,0.0001939896,0.001245275],"category_scores_gemma":[0.0008617928,0.00009083209,0.0002713426,0.001146112,0.0001563791,0.0002440406,0.0002876368,0.0002251869,0.0001200934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860032,"about_ca_system_score_gemma":0.0003726393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006809582,"about_ca_topic_score_gemma":0.01179283,"domain_scores_codex":[0.9997473,0.00005266248,0.0000416889,0.00005068153,0.00004814465,0.00005944589],"domain_scores_gemma":[0.9990115,0.0001210264,0.0006991394,0.00003030226,0.00004483798,0.00009301461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002299589,0.000006498926,0.9992325,0.000003976876,0.00001242568,0.00002964025,0.00001287749,0.000009770178,0.00002834903,0.000004125233,0.00001699909,0.0006198747],"study_design_scores_gemma":[0.000001880385,0.00003280411,0.9992796,0.000007380964,0.00001683212,0.0003164052,0.0001197214,0.00005068402,0.0000325738,0.000008515375,0.0001325065,0.000001109794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990993,0.0003418126,0.00003662226,0.00002742229,0.000003326965,0.000002924523,0.0001661255,7.623685e-7,0.0003218221],"genre_scores_gemma":[0.9993882,0.0002181892,0.00004842658,0.00004247662,0.00001149312,0.000003139567,0.0002104464,6.183e-7,0.00007697238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006809582,"threshold_uncertainty_score":0.01353991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042715943920832,"score_gpt":0.2481602103763472,"score_spread":0.2377330509371389,"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."}}