{"id":"W4309747903","doi":"10.5489/cuaj.8196","title":"Managing advanced prostate cancer: No longer the primary domain of general urology","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Prostate cancer; Urology; Medicine; Cancer; Prostate; 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":[0.003401353,0.0004906169,0.0015297,0.001347057,0.004247401,0.00400613,0.001726942,0.004140646,0.0181059],"category_scores_gemma":[0.008250069,0.0003250513,0.0006233737,0.001826704,0.004632916,0.004125069,0.00352537,0.009732091,0.002745233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009844635,"about_ca_system_score_gemma":0.03222559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09301376,"about_ca_topic_score_gemma":0.3405783,"domain_scores_codex":[0.9956027,0.0005772745,0.0002032397,0.000452448,0.002377221,0.0007870815],"domain_scores_gemma":[0.9841577,0.001660229,0.00098715,0.000404916,0.003340857,0.009449188],"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":[0.00008418086,0.000211306,0.009877253,0.001504538,0.00007601242,0.001048484,0.001091774,0.0001831842,0.0009025738,0.01793911,0.6684388,0.2986429],"study_design_scores_gemma":[0.00004158685,0.0001385371,0.03256273,0.003669329,0.00006589909,0.004737247,0.002740344,0.0001798156,0.0001470094,0.01313333,0.942493,0.00009117277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008749552,0.1606609,0.001840496,0.7409616,0.02923276,0.00003299619,0.0002498922,0.0001947435,0.05807701],"genre_scores_gemma":[0.1704576,0.3141689,0.007765599,0.3591185,0.09248972,0.00005276378,0.0008057652,0.0003315863,0.05480959],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09301376,"threshold_uncertainty_score":0.1849447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007291060284450819,"score_gpt":0.2285816509110389,"score_spread":0.2212905906265881,"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."}}