{"id":"W4404860781","doi":"10.5489/cuaj.8946","title":"2024 CUA-GUMOC Expert Report: Management of unresectable locally advanced and metastatic urothelial carcinoma","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of British Columbia; Queen Elizabeth II Health Sciences Centre; Centre Hospitalier de l’Université de Montréal; University of Calgary; Ottawa Hospital; Foothills Medical Centre; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Urothelial carcinoma; Metastatic Urothelial Carcinoma; Medicine; Oncology; Internal medicine; Cancer; Bladder cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01238418,0.0008643179,0.001940616,0.006573283,0.0008356658,0.002255886,0.001584911,0.004009183,0.0072602],"category_scores_gemma":[0.0435115,0.0004341475,0.002085878,0.003993723,0.0005828286,0.001861913,0.001631706,0.001330286,0.001859437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003413491,"about_ca_system_score_gemma":0.009676214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004688738,"about_ca_topic_score_gemma":0.008034122,"domain_scores_codex":[0.9923779,0.002419642,0.00262635,0.0005127717,0.001701446,0.0003618535],"domain_scores_gemma":[0.9721529,0.01168359,0.004016585,0.0004520449,0.01084725,0.0008476267],"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":[0.0007065308,0.00005485996,0.003252466,0.1747808,0.001402277,0.0012,0.0004272902,0.0002495407,0.001439262,0.001376048,0.5244339,0.290677],"study_design_scores_gemma":[0.0003762223,0.0002092521,0.007404414,0.2728865,0.00404328,0.003451158,0.0005171479,0.0002306612,0.000948521,0.001119305,0.708735,0.00007853004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002730704,0.9177141,0.0009086321,0.0461057,0.01643523,0.00126708,0.002335722,0.00005637961,0.01244645],"genre_scores_gemma":[0.03546179,0.8743491,0.005950836,0.05031592,0.02156672,0.002256154,0.003567048,0.00006427969,0.006468184],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01238418,"threshold_uncertainty_score":0.06549454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524488937646131,"score_gpt":0.2718468733718702,"score_spread":0.2566019839954089,"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."}}