{"id":"W4399359318","doi":"10.5489/cuaj.8822","title":"Podium Session 3: Oncology – Bladder, Kidney, Testes","year":2024,"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":"University of Toronto; Bladder Cancer Canada; Canadian Urological Association Scholarship Fund","keywords":"Medicine; Bladder cancer; Audit; Urothelial cancer; Internal medicine; Oncology; Nephrology; Proportional hazards model; Progression-free survival; Urology; Cancer; Overall survival","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002049217,0.001052612,0.001383483,0.001634193,0.001445917,0.003245425,0.001733988,0.002541274,0.3096353],"category_scores_gemma":[0.00593721,0.000591303,0.001156009,0.0009087758,0.0005936298,0.001804225,0.003647156,0.003693748,0.1480926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563444,"about_ca_system_score_gemma":0.002535191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699405,"about_ca_topic_score_gemma":0.00418579,"domain_scores_codex":[0.9991335,0.0002263967,0.0001018844,0.000128525,0.0002541158,0.0001555476],"domain_scores_gemma":[0.9953066,0.0005311423,0.0004689961,0.0003026981,0.001374921,0.002015665],"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":[0.0001546839,0.00005774556,0.001291774,0.0004352152,0.00001456756,0.0001597179,0.00002582401,0.0001493753,0.0002336402,0.000386474,0.913176,0.08391509],"study_design_scores_gemma":[0.00009280266,0.0001904191,0.006096633,0.0006284551,0.00002015192,0.00146452,0.00004872754,0.0002665316,0.0003311366,0.001293802,0.9895465,0.00002029278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01747286,0.03495756,0.0168606,0.1009692,0.1556679,0.004220459,0.01713528,0.01239177,0.6403244],"genre_scores_gemma":[0.0728105,0.03790943,0.01518877,0.040609,0.0966044,0.001938581,0.02341528,0.004089712,0.7074342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6903647,"threshold_uncertainty_score":0.9847214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665580570510295,"score_gpt":0.2839638066030826,"score_spread":0.2673080008979797,"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."}}