{"id":"W4407655199","doi":"10.3390/siuj6010018","title":"B2B: Bladder Cancer Summary","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"Johnson and Johnson; Merck Sharp and Dohme; Bristol-Myers Squibb","keywords":"Bladder cancer; Cancer; Medicine; Internal medicine","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":[0.0008665968,0.0005394956,0.0005997514,0.0007817108,0.0006130993,0.001278979,0.0006176638,0.001125979,0.02434397],"category_scores_gemma":[0.001103802,0.0001361804,0.0006145876,0.001083328,0.0001939219,0.0005669003,0.0007708295,0.001816936,0.01590453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009099512,"about_ca_system_score_gemma":0.001899217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004155823,"about_ca_topic_score_gemma":0.005111796,"domain_scores_codex":[0.9996873,0.0000552107,0.00004154126,0.0000529314,0.00008546032,0.00007753192],"domain_scores_gemma":[0.9993452,0.0000845581,0.00006999992,0.00003244519,0.0002272013,0.0002405264],"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":[0.0004543056,0.00008002037,0.001927324,0.00200705,0.0000719887,0.000626765,0.00003419158,0.0001586212,0.0006379692,0.002296574,0.658388,0.3333172],"study_design_scores_gemma":[0.00007469867,0.0002494612,0.005305592,0.001203148,0.0001125552,0.001483398,0.00004072214,0.0000542784,0.0005623937,0.001037658,0.9898621,0.00001406046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.009050984,0.5374902,0.002311875,0.171546,0.04758581,0.0004500066,0.03070156,0.0006365358,0.2002271],"genre_scores_gemma":[0.06686556,0.5185075,0.003297269,0.0816837,0.04268082,0.0005522582,0.06333299,0.000198032,0.2228818],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02434397,"threshold_uncertainty_score":0.08143866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391210409341515,"score_gpt":0.3744070476203938,"score_spread":0.3404949435269786,"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."}}