{"id":"W4360607310","doi":"10.1097/ju.0000000000003265.11","title":"MP32-11 FACTORS THAT PREDICT EARLY SALVAGE CYSTECTOMY POST-TRIMODAL THERAPY: RESULTS OF A MULTI-INSTITUTIONAL CANADIAN COHORT","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":"Medicine; Psychoanalysis; Classics; History; Art history; Psychology","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":[0.001718462,0.0009344015,0.0007342509,0.001764914,0.003740014,0.001860183,0.002000962,0.0009408143,0.004076963],"category_scores_gemma":[0.004647247,0.0006512537,0.001858869,0.003872471,0.000946924,0.0009514958,0.002167292,0.001498783,0.001108305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01166781,"about_ca_system_score_gemma":0.01742277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9229845,"about_ca_topic_score_gemma":0.9553467,"domain_scores_codex":[0.9984693,0.00009406946,0.00006457751,0.0002726703,0.0006074343,0.0004918669],"domain_scores_gemma":[0.9946349,0.0002592027,0.0007573304,0.0004027506,0.002769397,0.001176496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003721283,0.0001066729,0.9889473,0.0000328188,0.000225794,0.0001004464,0.0005132398,0.00008521006,0.000222684,0.00006347171,0.00478118,0.004549068],"study_design_scores_gemma":[0.00006396476,0.0001140406,0.9949077,0.00005316364,0.0001719917,0.0002486274,0.001305157,0.0002240069,0.00007633875,0.00003831293,0.002755216,0.00004154481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807382,0.0007460503,0.0002676826,0.0007613614,0.00006104915,0.0001905514,0.01349143,0.0000224235,0.003721266],"genre_scores_gemma":[0.9782671,0.001441717,0.0005731079,0.000588547,0.00007152779,0.0001289718,0.01569085,0.00005293342,0.003185345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07701546,"threshold_uncertainty_score":0.154938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323356460883823,"score_gpt":0.2785727679014572,"score_spread":0.245339203292619,"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."}}