{"id":"W4399359124","doi":"10.5489/cuaj.8828","title":"Poster Session 3: Oncology – Bladder","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":"","keywords":"Cystectomy; Medicine; Bladder cancer; Proportional hazards model; Retrospective cohort study; Internal medicine; Oncology; Comorbidity; Cancer","routes":{"ca_aff":false,"ca_fund":false,"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":[],"category_scores_codex":[0.001876453,0.001313387,0.000848886,0.001426815,0.001432646,0.003031408,0.001163657,0.002874588,0.4202443],"category_scores_gemma":[0.00238031,0.0003357731,0.0008802463,0.000661693,0.000530417,0.001443951,0.003268667,0.003257244,0.1856977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425959,"about_ca_system_score_gemma":0.002305936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237214,"about_ca_topic_score_gemma":0.003379521,"domain_scores_codex":[0.9989797,0.0002111611,0.00006908763,0.000226386,0.0002854411,0.0002281947],"domain_scores_gemma":[0.9968457,0.0002493234,0.0001526245,0.00009968549,0.000879914,0.00177274],"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":[0.0001807355,0.00007651,0.0006939037,0.0002639269,0.00000979355,0.000144176,0.00003990903,0.000051713,0.0002480175,0.0003319631,0.9604444,0.03751491],"study_design_scores_gemma":[0.00006712318,0.0001742805,0.003978003,0.0005463809,0.00001652407,0.0005922668,0.0001287196,0.0001125297,0.0002791965,0.0008696007,0.9932206,0.00001468609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008644349,0.01663596,0.002925965,0.0792093,0.2103845,0.001901056,0.006940242,0.002005006,0.6713535],"genre_scores_gemma":[0.02906166,0.01451138,0.001557915,0.01645243,0.1185121,0.0006980593,0.003357551,0.0007358898,0.8151131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4202443,"threshold_uncertainty_score":0.8269511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807592613590434,"score_gpt":0.2891249215707427,"score_spread":0.2710489954348383,"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."}}