{"id":"W4387340957","doi":"10.5489/cuaj.8577","title":"NS-AUA 2023 Annual Meeting Abstracts – Oncology – Bladder, Renal, Testes","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":"London Health Sciences Centre; Western University","funders":"Medac","keywords":"Medicine; Urology; Internal medicine; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389973,0.0004403012,0.0006460263,0.0008932567,0.0004351371,0.001088769,0.0005164566,0.0008684587,0.180947],"category_scores_gemma":[0.002309567,0.0001941287,0.0005251719,0.001054031,0.0002538258,0.0006205462,0.0008237817,0.0008297798,0.05163608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006410549,"about_ca_system_score_gemma":0.00149547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508964,"about_ca_topic_score_gemma":0.00300935,"domain_scores_codex":[0.9994401,0.0001932606,0.0000714887,0.00008329206,0.0001277167,0.00008409677],"domain_scores_gemma":[0.9986595,0.0002699581,0.0002349495,0.00006266142,0.0003382041,0.0004346218],"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":[0.0013141,0.0003303869,0.05878562,0.001930204,0.0001614597,0.0007721778,0.00009543206,0.0003168459,0.002544765,0.001430829,0.5635656,0.3687527],"study_design_scores_gemma":[0.0002326522,0.0005967591,0.1120011,0.001734394,0.0001183035,0.002430836,0.0001750572,0.0003240985,0.0006535029,0.001331832,0.8803743,0.00002725262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1165357,0.09121111,0.007108821,0.04514574,0.02992028,0.001831034,0.07833865,0.001249285,0.6286594],"genre_scores_gemma":[0.2881971,0.06529696,0.00843373,0.01512438,0.02572292,0.002125618,0.08639539,0.0009806558,0.5077233],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.180947,"threshold_uncertainty_score":0.6053278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308128146929461,"score_gpt":0.2829900468822963,"score_spread":0.2599087654130017,"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."}}