{"id":"W4411098537","doi":"10.5489/cuaj.9260","title":"Poster Session 3: Oncology - Bladder","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Temerty Faculty of Medicine, University of Toronto; University of Toronto; Dalhousie University; Canadian Institutes of Health Research; McGill University Health Centre; Ottawa Hospital Research Institute; Cumming School of Medicine, University of Calgary; McGill University","keywords":"Session (web analytics); Medicine; Internal medicine; Medical physics; Oncology; Urology; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001479588,0.001478768,0.000941712,0.001260332,0.001229202,0.002810067,0.001119258,0.003486075,0.3357272],"category_scores_gemma":[0.001847932,0.0003679768,0.001079982,0.0006371551,0.000417029,0.001454164,0.003230532,0.003391245,0.1573245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122874,"about_ca_system_score_gemma":0.001571307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007196163,"about_ca_topic_score_gemma":0.001893099,"domain_scores_codex":[0.9992185,0.000161852,0.00005180496,0.0002160925,0.0001767538,0.0001749615],"domain_scores_gemma":[0.9978149,0.0001846924,0.0001198918,0.00007518487,0.0005028582,0.001302375],"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":[0.0004514575,0.0001465658,0.0008413413,0.0005625155,0.00002107931,0.0002623423,0.00005730923,0.00009235864,0.0008394778,0.0005236851,0.9287085,0.0674933],"study_design_scores_gemma":[0.0001036243,0.0002778058,0.003532125,0.0006498821,0.00002896655,0.00082533,0.0001055222,0.0001433017,0.000531281,0.0009138236,0.99287,0.00001825727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01390344,0.03930254,0.005133389,0.09450816,0.3066647,0.00254002,0.01065569,0.002546935,0.5247452],"genre_scores_gemma":[0.03187653,0.02480896,0.002606575,0.01873225,0.1610149,0.001126068,0.004935309,0.0008687684,0.7540305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3357272,"threshold_uncertainty_score":0.9475045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429682520013516,"score_gpt":0.2882822547260339,"score_spread":0.2739854295258988,"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."}}