{"id":"W4380730350","doi":"10.5489/cuaj.8415","title":"Poster Session 7: Oncology - Bladder","year":2023,"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 California, Davis; Bladder Cancer Canada; University of Texas MD Anderson Cancer Center; Fondation CHU de Québec; Québec Consortium for Drug Discovery; Canadian Urological Association; McGill University Health Centre; University of Toronto; University Health Network; Centre Hospitalier Universitaire de Québec; Dartmouth College","keywords":"Session (web analytics); Medicine; Medical physics; Internal medicine; Oncology; 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":["insufficient_payload"],"category_scores_codex":[0.005614638,0.001260553,0.001293167,0.001625113,0.001092077,0.003280664,0.001300933,0.003706263,0.3888217],"category_scores_gemma":[0.008530611,0.0004413339,0.00157449,0.0008185757,0.0004801176,0.001541235,0.002353576,0.003274307,0.1292917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229799,"about_ca_system_score_gemma":0.002258786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005915632,"about_ca_topic_score_gemma":0.001202022,"domain_scores_codex":[0.9976441,0.00112356,0.0001765949,0.0003374131,0.0004805151,0.0002378287],"domain_scores_gemma":[0.9940597,0.001189446,0.0005978298,0.0003020914,0.001739581,0.002111427],"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":[0.0006877226,0.0000867462,0.0003285334,0.0009864464,0.00005170027,0.00002170472,0.00001117952,0.00004452372,0.0001225651,0.0006109173,0.9522513,0.04479683],"study_design_scores_gemma":[0.001143048,0.0005564944,0.003193393,0.002898312,0.0001195838,0.0001256363,0.00004687976,0.0001704466,0.0003117778,0.002614049,0.9887981,0.00002213008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006566558,0.06463137,0.003712914,0.1604075,0.3059495,0.005170949,0.02143212,0.001960108,0.4301689],"genre_scores_gemma":[0.0340931,0.04741966,0.003645462,0.0708408,0.2467798,0.005460218,0.01355016,0.001000882,0.5772101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6111783,"threshold_uncertainty_score":0.8717717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471142945841216,"score_gpt":0.2935452967242008,"score_spread":0.2688338672657886,"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."}}