{"id":"W4407584744","doi":"10.3390/siuj6010015","title":"B2B: Kidney Cancer Summary","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"Johnson and Johnson; Merck Sharp and Dohme; Bristol-Myers Squibb","keywords":"Kidney cancer; Cancer; Kidney; 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":[0.0008189744,0.0005585768,0.0006688575,0.0007883661,0.0006669912,0.00124964,0.000672191,0.001155512,0.03130265],"category_scores_gemma":[0.001063718,0.0001456247,0.0005722762,0.001069089,0.0001717082,0.0005795979,0.0007460315,0.002067162,0.02228141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009516974,"about_ca_system_score_gemma":0.002051799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003215024,"about_ca_topic_score_gemma":0.004185447,"domain_scores_codex":[0.9996934,0.00004570595,0.00004224176,0.00004988544,0.00009323,0.00007564021],"domain_scores_gemma":[0.999297,0.00007323628,0.00006489947,0.00002974864,0.0002438922,0.0002911837],"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":[0.0003449419,0.00007477728,0.001272476,0.001176925,0.00004915035,0.0006200245,0.00001970099,0.0001130844,0.0004623173,0.001803849,0.7639524,0.2301104],"study_design_scores_gemma":[0.00005958775,0.0001507453,0.00329163,0.0005921918,0.0000664511,0.001132383,0.00001907022,0.00003685727,0.0003415452,0.0006768624,0.9936234,0.000009317412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.006955841,0.4308917,0.002098241,0.2152977,0.07922202,0.0004965328,0.0261124,0.0006717024,0.2382538],"genre_scores_gemma":[0.05203738,0.4204465,0.003171547,0.08861946,0.07139248,0.0005138472,0.05785138,0.0002276285,0.3057399],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03130265,"threshold_uncertainty_score":0.1047179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823751511521084,"score_gpt":0.3572146729291194,"score_spread":0.3189771578139086,"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."}}