{"id":"W4407584761","doi":"10.3390/siuj6010016","title":"B2B: Prostate Cancer Summary","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Prostate cancer; Medicine; Prostate; Cancer; Gynecology; Oncology; 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":[0.001008219,0.0008181924,0.0007677425,0.001176884,0.0005634736,0.001598353,0.0007193503,0.001056152,0.03503443],"category_scores_gemma":[0.001228109,0.0001875814,0.0006663917,0.001668511,0.0002002398,0.0005192257,0.0008888287,0.001938687,0.02857298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009893347,"about_ca_system_score_gemma":0.002172679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005168275,"about_ca_topic_score_gemma":0.005729896,"domain_scores_codex":[0.999558,0.00007399448,0.00005684684,0.00006999206,0.0001473748,0.00009371967],"domain_scores_gemma":[0.9992976,0.00007985098,0.00007438183,0.00003411195,0.0002531527,0.0002609006],"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":[0.0004158643,0.00007288277,0.001335405,0.00201102,0.00006446104,0.0003468425,0.00002195282,0.0001664793,0.0004053465,0.001743603,0.6931826,0.3002335],"study_design_scores_gemma":[0.00006640449,0.0002198843,0.004923457,0.000835709,0.00007218932,0.0008250961,0.00002406466,0.0000398323,0.0003557567,0.0007407895,0.9918842,0.00001248753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004579952,0.5837989,0.001619786,0.09891783,0.04871219,0.0005124438,0.0443861,0.0007407687,0.216732],"genre_scores_gemma":[0.03858873,0.5668055,0.00247171,0.04670428,0.04473096,0.0005520975,0.080027,0.0002324846,0.2198872],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03503443,"threshold_uncertainty_score":0.1172018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04299821695689084,"score_gpt":0.4076669522189987,"score_spread":0.3646687352621079,"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."}}