{"id":"W3023667587","doi":"10.1097/ju.0000000000000857.016","title":"MP24-16 PREVALENCE, PREDICTORS OF EXPOSURE AND ATHEROEMBOLIC COMPLICATIONS ASSOCIATED WITH NEOADJUVANT CHEMOTHERAPY IN BLADDER CARCINOMA","year":2020,"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":"Medicine; Cystectomy; Bladder cancer; Chemotherapy; Cohort; Internal medicine; Multivariate analysis; Population; Retrospective cohort study; Cancer; Surgery; Oncology","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":[0.0003986848,0.0001267898,0.0002399956,0.0008316312,0.0003395089,0.0005330426,0.0003825123,0.0002298551,0.001878511],"category_scores_gemma":[0.002307675,0.0001450747,0.0002234624,0.001799912,0.0002848233,0.0002424551,0.0003647719,0.0003154444,0.0001570502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437974,"about_ca_system_score_gemma":0.001440321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07679424,"about_ca_topic_score_gemma":0.1242389,"domain_scores_codex":[0.9995698,0.00005535035,0.00006108901,0.00007394626,0.0001495346,0.00009015542],"domain_scores_gemma":[0.9977252,0.0001723444,0.001536915,0.00005578548,0.0002401367,0.0002696273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000274138,0.000005664996,0.9985487,0.00001473168,0.00001255907,0.00003195316,0.00003725621,0.00001631359,0.00007283088,0.000005268299,0.00009331696,0.001133942],"study_design_scores_gemma":[0.000001089758,0.00001874789,0.9994375,0.00001044049,0.000006432389,0.0001250146,0.00009158347,0.00003342333,0.00002752138,0.000005173097,0.0002415984,0.000001457737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969642,0.0008875396,0.00004011889,0.0001519415,0.000004728231,0.00001190068,0.001327241,0.000003482216,0.0006088495],"genre_scores_gemma":[0.9987535,0.0003785087,0.00004667266,0.00001607269,0.000008334044,0.0000107416,0.0005836312,0.000001442731,0.0002010651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07679424,"threshold_uncertainty_score":0.1526945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717772978398369,"score_gpt":0.2488080705552956,"score_spread":0.2316303407713119,"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."}}