{"id":"W2080100450","doi":"10.1016/j.urology.2006.08.435","title":"MP-13.09","year":2006,"lang":"en","type":"article","venue":"Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Cystectomy; General surgery; Surgery; Urology; Bladder cancer; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004060777,0.0007621362,0.0007125455,0.001501663,0.0011018,0.003295867,0.001231044,0.002080472,0.9456185],"category_scores_gemma":[0.001187247,0.0003413391,0.0004325274,0.001133273,0.0004415073,0.001205452,0.002002078,0.001324392,0.9455783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006777424,"about_ca_system_score_gemma":0.0007961373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528061,"about_ca_topic_score_gemma":0.001710547,"domain_scores_codex":[0.9997155,0.00002694249,0.00001415629,0.00008745473,0.00009427845,0.00006157735],"domain_scores_gemma":[0.999153,0.0001058176,0.00003490292,0.0001430613,0.0001983217,0.0003648658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000190915,0.0002209356,0.0006472025,0.0002228381,0.0000142535,0.0001864093,0.00005942977,0.00019557,0.003114025,0.008223743,0.6152845,0.3716402],"study_design_scores_gemma":[0.00002794191,0.0000322161,0.0007526202,0.00007517504,0.000004983499,0.0002229786,0.00002655043,0.0001351082,0.0006238426,0.0006925029,0.9973999,0.000006132744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004576732,0.0002906774,0.001000161,0.0006303205,0.0002644074,0.00004249714,0.00256385,0.00235382,0.9923965],"genre_scores_gemma":[0.001933022,0.0001483973,0.0005480198,0.0002625233,0.00004963476,0.00002119789,0.001751674,0.000328172,0.9949574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05438155,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087551945774001,"score_gpt":0.2618646691682591,"score_spread":0.2509891497105191,"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."}}