{"id":"W2511747740","doi":"10.5489/cuaj.4018","title":"Current prostate cancer treatment: Not what but when?","year":2016,"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":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Brachytherapy; Prostatectomy; Medicine; Prostate cancer; Urology; Biochemical recurrence; Prostate; Prostate-specific antigen; Salvage therapy; Sexual function; Oncology; Internal medicine; Cancer; Radiation therapy; Chemotherapy","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":[0.00857367,0.0004804861,0.003121829,0.001511999,0.0009244648,0.004521123,0.00159155,0.003179097,0.006816055],"category_scores_gemma":[0.03162375,0.0003796109,0.001475989,0.002324709,0.002111297,0.007336014,0.0008460879,0.005983247,0.002050296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00415096,"about_ca_system_score_gemma":0.003473109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00890108,"about_ca_topic_score_gemma":0.02375552,"domain_scores_codex":[0.9957065,0.0017222,0.0007886633,0.0003645305,0.001230203,0.000188044],"domain_scores_gemma":[0.9778006,0.01382625,0.001994889,0.0004505549,0.004772621,0.001155067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001058495,0.0002092887,0.01015161,0.01537601,0.001456219,0.0001801229,0.0005852832,0.0002676256,0.0002985623,0.007092559,0.2668057,0.6965185],"study_design_scores_gemma":[0.0009081602,0.0006914414,0.02641165,0.06205914,0.002952195,0.001279336,0.003998661,0.0004310666,0.0005215901,0.03552793,0.8649473,0.0002715114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002510742,0.5982165,0.0007628347,0.3835062,0.008510957,0.00005158153,0.0005897623,0.00003184459,0.00581958],"genre_scores_gemma":[0.073838,0.6790837,0.002849161,0.1958539,0.04357025,0.0001815139,0.0008779019,0.0001088338,0.003636821],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00890108,"threshold_uncertainty_score":0.04534245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494772674662718,"score_gpt":0.2707663368661312,"score_spread":0.245818610119504,"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."}}