{"id":"W4360606119","doi":"10.1097/ju.0000000000003292.12","title":"MP46-12 TWENTY YEAR TEMPORAL TRENDS IN SHORT AND LONG-TERM OUTCOMES AFTER RADICAL CYSTECTOMY","year":2023,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Retrospective cohort study; General surgery; Surgery; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000793624,0.0001504268,0.0002897686,0.001604948,0.0004921617,0.001117537,0.0003979569,0.0006544589,0.02342742],"category_scores_gemma":[0.006503419,0.0001618421,0.0005504545,0.002513616,0.0001342426,0.000842139,0.001002561,0.0009868545,0.006556316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000496132,"about_ca_system_score_gemma":0.0007014149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162248,"about_ca_topic_score_gemma":0.01300488,"domain_scores_codex":[0.9994215,0.00006485929,0.00009325835,0.00009996996,0.000180423,0.0001400979],"domain_scores_gemma":[0.9937849,0.0007465159,0.002312107,0.0002868192,0.001817752,0.001051828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008524237,0.0001081473,0.8651258,0.0003847547,0.0002176843,0.0002043325,0.0002830817,0.0001574199,0.0002393183,0.0003604745,0.08631665,0.04574976],"study_design_scores_gemma":[0.00001984222,0.00008660388,0.9871667,0.000204899,0.00004360884,0.0002046333,0.0002553694,0.0001009161,0.00007562512,0.00008339319,0.01173728,0.00002112193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7448099,0.009902483,0.0006956451,0.00859345,0.001177322,0.0001227286,0.2148311,0.000328942,0.01953837],"genre_scores_gemma":[0.8475951,0.00617588,0.0007410395,0.001312391,0.001199121,0.0003281345,0.1174529,0.000189136,0.02500627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02342742,"threshold_uncertainty_score":0.07837254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956404629528846,"score_gpt":0.3233369769417289,"score_spread":0.2937729306464404,"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."}}